diff --git a/research/accent_recognition/accent_archive_parse/.DS_Store b/research/accent_recognition/accent_archive_parse/.DS_Store new file mode 100644 index 0000000..9a874b5 Binary files /dev/null and b/research/accent_recognition/accent_archive_parse/.DS_Store differ diff --git a/research/accent_recognition/accent_archive_parse/README.md b/research/accent_recognition/accent_archive_parse/README.md new file mode 100644 index 0000000..b50c363 --- /dev/null +++ b/research/accent_recognition/accent_archive_parse/README.md @@ -0,0 +1,88 @@ +# Speech-Accent-Recognition +A deep learning model is developed which can predict the native country on the basis of the spoken english accent + + +1. Overview: + + Using audio samples from [The Speech Accent Archive] (http://accent.gmu.edu/), I wanted to show that a deep neural network can classify the native language of a speaker. + +2. Dependencies: + + * Python 3.5 (https://www.python.org/download/releases/2.7/) + * Keras (https://keras.io/) + * Numpy (http://www.numpy.org/) + * BeautifulSoup (https://www.crummy.com/software/BeautifulSoup/) + * Pydub (https://github.com/jiaaro/pydub) + * Sklearn (http://scikit-learn.org/stable/) + * Librosa (http://librosa.github.io/librosa/) + +3. Data: + + I started with the data from The Speech Accent Archive, a collection of more than 2400 audio samples from people for over 177 countries speaking the same English paragraph. The paragraph contains most of the consonants, vowels, and clusters of standard American English. It wasn’t useful to use the 9 audio samples from Finland. + + For the purpose of this project, I focused on countries with the most abundant audio samples, and the languages that have distinctly different origins. I chose to work with English, Arabic and Mandarin. + +4. Model: + +• Converted wav audio files into Mel Frequency Cepstral Coefficients graph. + +• The MFCC was fed into a 2-Dimensional Convolutional Neural Network (CNN) to predict the native language class. + +5. Challenges & Solutions: + +• Computationally expensive: Used only 3 accents of distinctive origins. + +• Small dataset: MFCCs were sliced into smaller segments. These smaller segments were fed into the neural network where predictions were made. Using an ensembling method, a majority vote was taken to predict the native language class. + + +6. Running Model: + + ├── src + ├── accuracy.py + ├── fromwebsite.py + ├── getaudio.py + ├── getsplit.py + ├── trainmodel.py + ├── models + ├── cnn_model138.h5 + ├── logs + ├── events.out.tfevents.1506987325.ip-172-31-47-225 + └── audio + +Note- Run all the python files as described below on the terminal + +###### To download language metadata from [The Speech Accent Archive] (http://accent.gmu.edu/index.php) and download audio files: + +1. Run fromwebsite.py to get language metadata and save data to bio_metadata.csv + +Command: `python fromwebsite.py bio_metadata.csv mandarin english arabic` + +2. Run getaudio.py to download audio files to the audio directory. All audio files listed in bio_metadata.csv will be downloaded. + +Command: `python getaudio.py bio_metadata.csv` + +###### To filter audio samples to feed into the CNN: + +1. Edit the filter_df method in getsplit.py + * This will filter audio files from bio_metadata.csv when calling trainmodel.py + +###### To make predictions on audio files: + +1. Run trainmodel.py to train the CNN + +Command: `python trainmodel.py bio_data.csv model5` + + * Running trainmodel.py will save the trained model as model50.h5 in the model directory and output the results to the console. + * This script will also save a TensorBoard log file into the logs directory. + + +7. Performance + + With the three languages classification, the model was able to predict the correct native language around 85% accuracy when given an English sample, 57% accuracy when given an Arabic sample, and an 87% when given a Mandarin sample. + +|Act/Pred|English|Arabic|Mandarin| +|:-:|:-:|:-:|:-:| +|**English**|238|5|0| +|**Arabic**|23|27|0| +|**Mandarin**|5|10|30| + diff --git a/research/accent_recognition/accent_archive_parse/processed_bio_metadata.csv b/research/accent_recognition/accent_archive_parse/processed_bio_metadata.csv new file mode 100644 index 0000000..50cc6f1 --- /dev/null +++ b/research/accent_recognition/accent_archive_parse/processed_bio_metadata.csv @@ -0,0 +1,3041 @@ +href language_num sex birth_place native_language other_languages age_sex age_of_english_onset english_learning_method english_residence length_of_english_residence age category +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=45 cantonese1 female ['kong,', 'china'] "cantonese +(yue)" ['mandarin', ''] ['22,', 'female', ''] 12.0 academic ['usa'] 1.0 22.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=46 cantonese2 male ['kong,', 'china'] "cantonese +(yue)" ['mandarin', ''] ['20,', 'male', ''] 13.0 academic ['usa'] 0.3 20.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=47 cantonese3 male ['kong,', 'china'] "cantonese +(yue)" ['french', 'mandarin', ''] ['22,', 'male', ''] 6.0 academic ['uk'] 0.1 22.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=48 cantonese4 female ['fujian,', 'china'] "cantonese +(yue)" ['mandarin', ''] ['29,', 'female', ''] 13.0 academic ['usa'] 4.0 29.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=49 cantonese5 male ['kong,', 'china'] "cantonese +(yue)" ['mandarin', ''] ['18,', 'male', ''] 14.0 academic ['new', 'zealand'] 0.7 18.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=462 cantonese6 male ['kong,', 'china'] "cantonese +(yue)" ['mandarin', 'japanese', ''] ['25,', 'male', ''] 5.0 academic [''] 0.0 25.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=494 cantonese7 male ['kong,', 'china'] "cantonese +(yue)" ['mandarin', ''] ['31,', 'male', ''] 4.0 academic ['canada'] 16.0 31.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=498 cantonese8 female ['kong,', 'china'] "cantonese +(yue)" ['french', ''] ['23,', 'female', ''] 2.0 academic ['canada'] 15.0 23.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=502 cantonese9 male ['kong,', 'china'] "cantonese +(yue)" ['mandarin', 'tagalog', ''] ['22,', 'male', ''] 7.0 academic ['uk'] 5.0 22.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=505 cantonese10 female ['fujian,', 'china'] "cantonese +(yue)" ['mandarin', ''] ['25,', 'female', ''] 3.0 academic ['canada'] 0.5 25.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=544 cantonese11 female ['kong,', 'china'] "cantonese +(yue)" ['none'] ['22,', 'female', ''] 3.0 academic [''] 0.0 22.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=602 cantonese12 female ['macau,', 'china'] "cantonese +(yue)" ['mandarin', 'norwegian', 'portuguese', ''] ['20,', 'female', ''] 4.0 academic ['canada'] 2.3 20.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=730 cantonese13 female ['kong,', 'china'] "cantonese +(yue)" ['mandarin', ''] ['21,', 'female', ''] 3.0 academic [''] 0.0 21.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=742 cantonese14 female ['kong,', 'china'] "cantonese +(yue)" ['mandarin', ''] ['19,', 'female', ''] 3.0 academic ['uk'] 0.5 19.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=862 cantonese15 female ['guangdong,', 'china'] "cantonese +(yue)" ['hakka', 'mandarin', 'french', ''] ['31,', 'female', ''] 12.0 academic ['usa'] 5.5 31.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=874 cantonese16 female ['kong,', 'china'] "cantonese +(yue)" ['french', ''] ['29,', 'female', ''] 3.0 academic ['usa,', 'australia'] 4.0 29.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=878 cantonese17 female ['kong,', 'china'] "cantonese +(yue)" ['french', 'mandarin', 'japanese', ''] ['26,', 'female', ''] 3.0 academic ['uk,', 'usa'] 15.0 26.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=885 cantonese18 male ['kong,', 'china'] "cantonese +(yue)" ['mandarin', 'japanese', ''] ['19,', 'male', ''] 3.0 academic [''] 0.0 19.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1247 cantonese19 female ['kong,', 'china'] "cantonese +(yue)" ['mandarin', ''] ['28,', 'female', ''] 7.0 academic ['usa'] 0.1 28.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1480 cantonese20 male ['kong,', 'china'] "cantonese +(yue)" ['mandarin', 'japanese', ''] ['18,', 'male', ''] 3.0 academic [''] 0.0 18.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1558 cantonese21 female ['kong,', 'china'] "cantonese +(yue)" ['mandarin', ''] ['18,', 'female', ''] 4.0 naturalistic [''] 0.0 18.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1974 cantonese22 female ['kong,', 'china'] "cantonese +(yue)" ['none'] ['30,', 'female', ''] 3.0 academic [''] 0.0 30.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1975 cantonese23 male ['kong,', 'china'] "cantonese +(yue)" ['none'] ['33,', 'male', ''] 6.0 academic [''] 0.0 33.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2223 cantonese24 female ['kong,', 'china'] "cantonese +(yue)" ['mandarin', ''] ['23,', 'female', ''] 3.0 academic ['usa'] 4.0 23.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2234 cantonese25 male ['kong,', 'china'] "cantonese +(yue)" ['mandarin', ''] ['23,', 'male', ''] 3.0 academic [''] 0.0 23.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2320 cantonese26 female ['kong,', 'china'] "cantonese +(yue)" ['none'] ['26,', 'female', ''] 6.0 academic ['usa'] 10.0 26.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2330 cantonese27 male ['city,', 'vietnam'] "cantonese +(yue)" ['vietnamese', ''] ['20,', 'male', ''] 15.0 academic ['usa'] 5.0 20.0 default +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2408 cantonese28 female ['guangzhou,', 'china'] "cantonese +(yue)" ['mandarin', ''] ['25,', 'female', ''] 7.0 academic ['usa'] 4.0 25.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2481 cantonese29 male ['kong,', 'china'] "cantonese +(yue)" ['none'] ['20,', 'male', ''] 6.0 academic ['usa'] 16.0 20.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2556 cantonese30 female ['guangzhou,', 'china'] "cantonese +(yue)" ['korean', ''] ['25,', 'female', ''] 6.0 academic ['australia'] 1.5 25.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2565 cantonese31 male ['guangdong,', 'china'] "cantonese +(yue)" ['none'] ['21,', 'male', ''] 6.0 academic ['usa'] 1.0 21.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2704 cantonese32 female ['fujian,', 'china'] "cantonese +(yue)" ['mandarin', ''] ['26,', 'female', ''] 7.0 academic ['usa'] 2.0 26.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2706 cantonese33 female ['kong,', 'china'] "cantonese +(yue)" ['mandarin', ''] ['25,', 'female', ''] 7.0 academic ['usa'] 2.0 25.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2710 cantonese34 male ['kong,', 'china'] "cantonese +(yue)" ['mandarin', ''] ['19,', 'male', ''] 6.0 academic ['usa'] 2.0 19.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2854 cantonese35 male ['guangdong,', 'china'] "cantonese +(yue)" ['mandarin', ''] ['21,', 'male', ''] 9.0 academic ['usa'] 4.0 21.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1632 gan1 male ['jiangxi,', 'china'] "gan +(gan)" ['none'] ['72,', 'male', ''] 40.0 naturalistic ['usa'] 4.0 72.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=914 hainanese1 male ['singapore,', 'singapore'] "hainanese +(nan)" ['mandarin', ''] ['45,', 'male', ''] 7.0 academic ['australia'] 1.0 45.0 default +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1655 hakka1 female ['kang,', 'taiwan'] "hakka +(hak)" ['mandarin', ''] ['72,', 'female', ''] 13.0 academic ['usa'] 48.0 72.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2241 hakka2 female ['jiangxi,', 'china'] "hakka +(hak)" ['mandarin', ''] ['19,', 'female', ''] 11.0 academic ['usa'] 1.0 19.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2305 hakka3 female ['jiangxi,', 'china'] "hakka +(hak)" ['mandarin', 'min', 'yue', ''] ['20,', 'female', ''] 12.0 academic [''] 0.0 20.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=256 mandarin1 female ['shanxi,', 'china'] "mandarin +(cmn)" ['none'] ['26,', 'female', ''] 13.0 academic ['usa'] 2.0 26.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=257 mandarin2 female ['nanjing,', 'china'] "mandarin +(cmn)" ['japanese', ''] ['38,', 'female', ''] 14.0 academic ['usa'] 0.8 38.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=258 mandarin3 male ['jilin,', 'china'] "mandarin +(cmn)" ['italian', 'german', 'french', ''] ['43,', 'male', ''] 10.0 academic ['usa'] 14.0 43.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=259 mandarin4 female ['shanghai,', 'china'] "mandarin +(cmn)" ['japanese', ''] ['24,', 'female', ''] 6.0 academic ['usa'] 1.0 24.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=260 mandarin5 female ['beijing,', 'china'] "mandarin +(cmn)" ['none'] ['31,', 'female', ''] 12.0 academic ['usa'] 2.0 31.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=261 mandarin6 female ['sichuan,', 'china'] "mandarin +(cmn)" ['none'] ['28,', 'female', ''] 12.0 academic ['usa'] 5.0 28.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=262 mandarin7 male ['california,', 'usa'] "mandarin +(cmn)" ['mandarin', ''] ['22,', 'male', ''] 5.0 naturalistic ['usa'] 22.0 22.0 default +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=430 mandarin8 male ['hubei,', 'china'] "mandarin +(cmn)" ['none'] ['29,', 'male', ''] 12.0 academic ['usa'] 5.0 29.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=451 mandarin9 male ['shanghai,', 'china'] "mandarin +(cmn)" ['none'] ['38,', 'male', ''] 12.0 academic ['usa'] 2.0 38.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=491 mandarin10 male ['beijing,', 'china'] "mandarin +(cmn)" ['none'] ['19,', 'male', ''] 3.0 academic ['south', 'africa'] 3.75 19.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=607 mandarin11 female ['kao-hsiung,', 'taiwan'] "mandarin +(cmn)" ['cantonese', ''] ['53,', 'female', ''] 13.0 academic ['usa'] 33.0 53.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=623 mandarin12 male ['singapore,', 'singapore'] "mandarin +(cmn)" ['cantonese', 'spanish', 'french', ''] ['23,', 'male', ''] 1.0 naturalistic ['singapore,', 'uk'] 23.0 23.0 default +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=685 mandarin13 male ['nantou,', 'taiwan'] "mandarin +(cmn)" ['taiwanese', ''] ['29,', 'male', ''] 13.0 academic [''] 0.0 29.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=719 mandarin14 male ['liaoning,', 'china'] "mandarin +(cmn)" ['none'] ['49,', 'male', ''] 20.0 academic ['usa'] 21.0 49.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=746 mandarin15 female ['tainan,', 'taiwan'] "mandarin +(cmn)" ['french', 'swedish', 'japanese', ''] ['28,', 'female', ''] 11.0 academic ['new', 'zealand,', 'usa,', 'uk'] 4.0 28.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=750 mandarin16 male ['taipei,', 'taiwan'] "mandarin +(cmn)" ['taiwanese', 'japanese', ''] ['32,', 'male', ''] 10.0 academic ['usa'] 1.35 32.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=796 mandarin17 male ['hubei,', 'china'] "mandarin +(cmn)" ['none'] ['26,', 'male', ''] 13.0 academic ['canada'] 2.0 26.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=872 mandarin18 female ['taoyuan,', 'taiwan'] "mandarin +(cmn)" ['hakka', ''] ['29,', 'female', ''] 13.0 academic [''] 0.0 29.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=916 mandarin19 male ['guangxi,', 'china'] "mandarin +(cmn)" ['none'] ['27,', 'male', ''] 13.0 academic ['australia'] 0.33 27.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=984 mandarin21 female ['sichuan,', 'china'] "mandarin +(cmn)" ['none'] ['38,', 'female', ''] 9.0 academic ['usa'] 13.0 38.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1019 mandarin22 female ['hainan,', 'china'] "mandarin +(cmn)" ['cantonese', 'taiwanese', ''] ['39,', 'female', ''] 11.0 academic ['usa'] 3.0 39.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1044 mandarin23 female ['kao-hsiung,', 'taiwan'] "mandarin +(cmn)" ['cantonese', 'taiwanese', ''] ['46,', 'female', ''] 13.0 academic ['usa'] 22.0 46.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1089 mandarin24 female ['shanghai,', 'china'] "mandarin +(cmn)" ['none'] ['21,', 'female', ''] 10.0 academic [''] 0.0 21.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1125 mandarin25 female ['jiangsu,', 'china'] "mandarin +(cmn)" ['german', ''] ['28,', 'female', ''] 13.0 academic ['usa'] 0.8 28.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1141 mandarin26 female ['sichuan,', 'china'] "mandarin +(cmn)" ['none'] ['31,', 'female', ''] 12.0 academic ['usa'] 3.0 31.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1154 mandarin27 male ['sichuan,', 'china'] "mandarin +(cmn)" ['none'] ['18,', 'male', ''] 15.0 academic ['usa'] 3.0 18.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1447 mandarin28 male ['shanghai,', 'china'] "mandarin +(cmn)" ['none'] ['45,', 'male', ''] 15.0 academic ['usa'] 20.0 45.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1490 mandarin29 male ['gansu,', 'china'] "mandarin +(cmn)" ['none'] ['24,', 'male', ''] 4.0 academic [''] 0.0 24.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1491 mandarin30 male ['taipei,', 'taiwan'] "mandarin +(cmn)" ['none'] ['27,', 'male', ''] 13.0 academic ['usa'] 1.0 27.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1519 mandarin31 female ['zhejiang,', 'china'] "mandarin +(cmn)" ['none'] ['26,', 'female', ''] 13.0 academic ['usa'] 2.5 26.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1527 mandarin32 female ['taipei,', 'taiwan'] "mandarin +(cmn)" ['japanese', ''] ['23,', 'female', ''] 12.0 academic ['usa'] 2.0 23.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1541 mandarin33 male ['beijing,', 'china'] "mandarin +(cmn)" ['french', ''] ['25,', 'male', ''] 6.0 naturalistic ['thailand,', 'australia,', 'usa'] 20.0 25.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1578 mandarin34 female ['hebei,', 'china'] "mandarin +(cmn)" ['japanese', ''] ['31,', 'female', ''] 13.0 academic [''] 0.0 31.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1579 mandarin35 female ['shandong,', 'china'] "mandarin +(cmn)" ['japanese', ''] ['27,', 'female', ''] 12.0 academic [''] 0.0 27.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1580 mandarin36 female ['beijing,', 'china'] "mandarin +(cmn)" ['none'] ['32,', 'female', ''] 10.0 academic [''] 0.0 32.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1581 mandarin37 female ['gu,', 'china'] "mandarin +(cmn)" ['none'] ['32,', 'female', ''] 12.0 academic [''] 0.0 32.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1582 mandarin38 female ['hunan,', 'china'] "mandarin +(cmn)" ['none'] ['33,', 'female', ''] 12.0 academic ['australia,', 'usa'] 0.1 33.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1583 mandarin39 female ['liaoning,', 'china'] "mandarin +(cmn)" ['russian', ''] ['24,', 'female', ''] 12.0 academic [''] 0.0 24.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1614 mandarin40 male ['sichuan,', 'china'] "mandarin +(cmn)" ['japanese', 'thai', ''] ['28,', 'male', ''] 12.0 academic ['singapore,', 'usa'] 9.0 28.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1615 mandarin41 female ['jilin,', 'china'] "mandarin +(cmn)" ['none'] ['34,', 'female', ''] 13.0 academic [''] 0.0 34.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1616 mandarin42 female ['jilin,', 'china'] "mandarin +(cmn)" ['none'] ['47,', 'female', ''] 16.0 academic [''] 0.0 47.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1617 mandarin43 female ['shanxi,', 'china'] "mandarin +(cmn)" ['none'] ['24,', 'female', ''] 15.0 academic [''] 0.0 24.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1630 mandarin44 male ['zhejiang,', 'china'] "mandarin +(cmn)" ['none'] ['21,', 'male', ''] 16.0 academic ['usa'] 1.5 21.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1631 mandarin45 female ['beijing,', 'china'] "mandarin +(cmn)" ['none'] ['42,', 'female', ''] 12.0 academic ['usa,', 'australia'] 0.1 42.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1636 mandarin46 female ['jilin,', 'china'] "mandarin +(cmn)" ['arabic', ''] ['43,', 'female', ''] 9.0 academic [''] 0.0 43.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1644 mandarin47 female ['beijing,', 'china'] "mandarin +(cmn)" ['japanese', 'french', ''] ['28,', 'female', ''] 8.0 academic [''] 0.0 28.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1645 mandarin48 male ['henan,', 'china'] "mandarin +(cmn)" ['none'] ['37,', 'male', ''] 12.0 academic [''] 0.0 37.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1736 mandarin49 male ['shanghai,', 'china'] "mandarin +(cmn)" ['french', ''] ['21,', 'male', ''] 10.0 academic ['australia'] 2.5 21.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1788 mandarin50 male ['hsinchu,', 'taiwan'] "mandarin +(cmn)" ['taiwanese', ''] ['25,', 'male', ''] 9.0 academic ['usa'] 0.2 25.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1792 mandarin51 male ['hebei,', 'china'] "mandarin +(cmn)" ['none'] ['25,', 'male', ''] 10.0 academic ['usa'] 2.0 25.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1793 mandarin52 female ['zhejiang,', 'china'] "mandarin +(cmn)" ['japanese', ''] ['26,', 'female', ''] 6.0 academic ['usa'] 1.0 26.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1817 mandarin53 female ['zhejiang,', 'china'] "mandarin +(cmn)" ['none'] ['38,', 'female', ''] 13.0 academic ['usa'] 15.0 38.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1900 mandarin54 female ['sichuan,', 'china'] "mandarin +(cmn)" ['japanese', ''] ['25,', 'female', ''] 10.0 academic ['usa'] 5.0 25.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1909 mandarin55 female ['hunan,', 'china'] "mandarin +(cmn)" ['japanese', 'spanish', ''] ['25,', 'female', ''] 13.0 academic ['usa'] 1.5 25.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1910 mandarin56 female ['hebei,', 'china'] "mandarin +(cmn)" ['korean', 'thai', ''] ['26,', 'female', ''] 11.0 academic ['usa'] 0.7 26.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1990 mandarin57 male ['shanghai,', 'china'] "mandarin +(cmn)" ['cantonese', ''] ['20,', 'male', ''] 12.0 academic ['uk'] 0.2 20.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2000 mandarin58 male ['colorado,', 'usa'] "mandarin +(cmn)" ['french', ''] ['23,', 'male', ''] 7.0 naturalistic ['usa'] 16.0 23.0 default +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2019 mandarin59 female ['yunnan,', 'china'] "mandarin +(cmn)" ['none'] ['20,', 'female', ''] 6.0 academic ['usa'] 0.4 20.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2109 mandarin60 female ['guizhou,', 'china'] "mandarin +(cmn)" ['cantonese', ''] ['41,', 'female', ''] 13.0 academic ['usa'] 15.0 41.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2116 mandarin61 female ['jiangxi,', 'china'] "mandarin +(cmn)" ['cantonese', ''] ['33,', 'female', ''] 16.0 academic ['northern', 'mariana', 'islands'] 17.0 33.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2117 mandarin62 male ['shanghai,', 'china'] "mandarin +(cmn)" ['spanish', ''] ['24,', 'male', ''] 7.0 academic ['usa'] 5.5 24.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2119 mandarin63 male ['henan,', 'china'] "mandarin +(cmn)" ['french', ''] ['27,', 'male', ''] 12.0 academic ['usa'] 4.3 27.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2129 mandarin64 female ['fujian,', 'china'] "mandarin +(cmn)" ['min', 'dong', ''] ['24,', 'female', ''] 10.0 academic ['usa'] 5.0 24.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2173 mandarin65 female ['hebei,', 'china'] "mandarin +(cmn)" ['french', ''] ['20,', 'female', ''] 5.0 academic ['usa'] 1.7 20.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2252 mandarin66 female ['shanghai,', 'china'] "mandarin +(cmn)" ['spanish', ''] ['22,', 'female', ''] 19.0 academic ['usa'] 3.0 22.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2274 mandarin67 male ['nanjing,', 'china'] "mandarin +(cmn)" ['none'] ['23,', 'male', ''] 13.0 academic [''] 0.0 23.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2281 mandarin68 male ['zhejiang,', 'china'] "mandarin +(cmn)" ['none'] ['23,', 'male', ''] 10.0 academic [''] 0.0 23.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2282 mandarin69 male ['jiangsu,', 'china'] "mandarin +(cmn)" ['german', ''] ['22,', 'male', ''] 12.0 academic [''] 0.0 22.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2291 mandarin70 female ['shanghai,', 'china'] "mandarin +(cmn)" ['japanese', ''] ['21,', 'female', ''] 8.0 academic ['usa'] 2.0 21.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2294 mandarin71 female ['sichuan,', 'china'] "mandarin +(cmn)" ['french', ''] ['20,', 'female', ''] 6.0 academic ['usa'] 0.2 20.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2306 mandarin72 female ['taichung,', 'taiwan'] "mandarin +(cmn)" ['taiwanese', ''] ['22,', 'female', ''] 10.0 academic ['usa'] 10.0 22.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2319 mandarin73 female ['sichuan,', 'china'] "mandarin +(cmn)" ['none'] ['27,', 'female', ''] 10.0 academic ['usa'] 10.0 27.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2323 mandarin74 male ['shenzhen,', 'china'] "mandarin +(cmn)" ['none'] ['19,', 'male', ''] 13.0 naturalistic ['usa'] 4.0 19.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2332 mandarin75 male ['taipei,', 'taiwan'] "mandarin +(cmn)" ['taiwanese', ''] ['20,', 'male', ''] 13.0 naturalistic ['usa'] 6.5 20.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2348 mandarin76 male ['henan,', 'china'] "mandarin +(cmn)" ['none'] ['29,', 'male', ''] 12.0 academic ['usa'] 5.0 29.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2355 mandarin77 female ['jiangsu,', 'china'] "mandarin +(cmn)" ['german', ''] ['20,', 'female', ''] 8.0 academic [''] 0.0 20.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2360 mandarin78 female ['jiangxi,', 'china'] "mandarin +(cmn)" ['japanese', 'korean', ''] ['20,', 'female', ''] 6.0 academic [''] 0.0 20.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2413 mandarin80 male ['shanxi,', 'china'] "mandarin +(cmn)" ['none'] ['21,', 'male', ''] 10.0 academic ['usa'] 1.0 21.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2414 mandarin81 female ['jiangsu,', 'china'] "mandarin +(cmn)" ['none'] ['22,', 'female', ''] 10.0 academic ['usa'] 0.1 22.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2418 mandarin82 female ['wuhai,', 'china'] "mandarin +(cmn)" ['none'] ['23,', 'female', ''] 13.0 academic ['usa'] 0.1 23.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2419 mandarin83 female ['henan,', 'china'] "mandarin +(cmn)" ['none'] ['26,', 'female', ''] 12.0 academic ['usa'] 1.0 26.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2420 mandarin84 female ['henan,', 'china'] "mandarin +(cmn)" ['none'] ['24,', 'female', ''] 10.0 academic ['usa'] 1.0 24.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2421 mandarin85 female ['hunan,', 'china'] "mandarin +(cmn)" ['none'] ['23,', 'female', ''] 10.0 academic ['usa'] 1.0 23.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2423 mandarin86 female ['liaoning,', 'china'] "mandarin +(cmn)" ['none'] ['22,', 'female', ''] 7.0 academic ['usa'] 0.1 22.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2435 mandarin87 female ['gansu,', 'china'] "mandarin +(cmn)" ['none'] ['22,', 'female', ''] 7.0 academic ['usa'] 1.0 22.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2447 mandarin88 male ['anhui,', 'china'] "mandarin +(cmn)" ['japanese', ''] ['23,', 'male', ''] 8.0 academic [''] 0.0 23.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2448 mandarin89 male ['shanxi,', 'china'] "mandarin +(cmn)" ['none'] ['19,', 'male', ''] 12.0 academic ['usa'] 1.0 19.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2461 mandarin90 male ['sichuan,', 'china'] "mandarin +(cmn)" ['none'] ['27,', 'male', ''] 8.0 academic ['usa'] 0.8 27.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2463 mandarin91 male ['anhui,', 'china'] "mandarin +(cmn)" ['none'] ['22,', 'male', ''] 13.0 academic [''] 0.0 22.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2469 mandarin92 female ['jiangsu,', 'china'] "mandarin +(cmn)" ['none'] ['23,', 'female', ''] 10.0 academic [''] 0.0 23.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2474 mandarin93 female ['shanxi,', 'china'] "mandarin +(cmn)" ['french', ''] ['22,', 'female', ''] 6.0 academic ['usa'] 0.3 22.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2477 mandarin94 male ['mongolia,', 'china'] "mandarin +(cmn)" ['none'] ['23,', 'male', ''] 8.0 academic ['usa'] 0.3 23.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2483 mandarin95 female ['hubei,', 'china'] "mandarin +(cmn)" ['arabic', ''] ['29,', 'female', ''] 11.0 academic ['usa'] 2.0 29.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2494 mandarin96 female ['shandong,', 'china'] "mandarin +(cmn)" ['none'] ['27,', 'female', ''] 9.0 academic ['usa'] 5.4 27.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2523 mandarin97 female ['jiangxi,', 'china'] "mandarin +(cmn)" ['none'] ['28,', 'female', ''] 11.0 academic ['hong', 'kong'] 1.5 28.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2524 mandarin98 female ['jiangxi,', 'china'] "mandarin +(cmn)" ['none'] ['25,', 'female', ''] 11.0 academic ['australia'] 1.5 25.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2529 mandarin99 female ['jiangxi,', 'china'] "mandarin +(cmn)" ['none'] ['26,', 'female', ''] 9.0 academic ['uk'] 1.0 26.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2530 mandarin100 female ['hubei,', 'china'] "mandarin +(cmn)" ['none'] ['25,', 'female', ''] 13.0 academic [''] 0.0 25.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2531 mandarin101 female ['jiangxi,', 'china'] "mandarin +(cmn)" ['japanese', ''] ['23,', 'female', ''] 10.0 academic [''] 0.0 23.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2532 mandarin102 female ['hubei,', 'china'] "mandarin +(cmn)" ['japanese', ''] ['27,', 'female', ''] 10.0 academic [''] 0.0 27.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2538 mandarin103 female ['sichuan,', 'china'] "mandarin +(cmn)" ['french', ''] ['27,', 'female', ''] 12.0 academic ['usa'] 1.0 27.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2539 mandarin104 female ['beijing,', 'china'] "mandarin +(cmn)" ['none'] ['29,', 'female', ''] 7.0 academic ['usa'] 2.0 29.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2540 mandarin105 female ['mongolia,', 'china'] "mandarin +(cmn)" ['cantonese', 'korean', ''] ['26,', 'female', ''] 12.0 academic ['usa'] 2.0 26.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2542 mandarin106 female ['shanxi,', 'china'] "mandarin +(cmn)" ['none'] ['25,', 'female', ''] 2.0 academic ['usa'] 5.0 25.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2554 mandarin107 female ['shanxi,', 'china'] "mandarin +(cmn)" ['cantonese', 'korean', 'japanese', ''] ['26,', 'female', ''] 8.0 academic ['australia'] 1.0 26.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2557 mandarin108 female ['guangxi,', 'china'] "mandarin +(cmn)" ['cantonese', ''] ['26,', 'female', ''] 14.0 academic ['australia'] 5.0 26.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2559 mandarin109 female ['shanxi,', 'china'] "mandarin +(cmn)" ['french', ''] ['23,', 'female', ''] 4.0 academic ['australia'] 0.5 23.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2560 mandarin110 female ['liaoning,', 'china'] "mandarin +(cmn)" ['french', 'german', 'ancient', 'greek', 'latin', ''] ['24,', 'female', ''] 7.0 academic ['australia'] 2.0 24.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2562 mandarin111 female ['beijing,', 'china'] "mandarin +(cmn)" ['none'] ['23,', 'female', ''] 6.0 academic ['australia'] 0.2 23.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2564 mandarin112 male ['tianjin,', 'china'] "mandarin +(cnm)" ['none'] ['26,', 'male', ''] 6.0 academic ['usa'] 0.8 26.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2566 mandarin113 male ['mongolia,', 'china'] "mandarin +(cmn)" ['none'] ['29,', 'male', ''] 10.0 academic ['usa'] 0.8 29.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2599 mandarin114 female ['beijing,', 'china'] "mandarin +(cmn)" ['none'] ['19,', 'female', ''] 13.0 academic ['usa'] 6.0 19.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2675 mandarin115 male ['xinjiang,', 'china'] "mandarin +(cmn)" ['latin', ''] ['19,', 'male', ''] 5.0 academic [''] 0.0 19.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2677 mandarin116 male ['mongolia,', 'china'] "mandarin +(cmn)" ['mongolian', 'french', ''] ['24,', 'male', ''] 9.0 academic ['usa'] 1.0 24.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2678 mandarin117 male ['jilin,', 'china'] "mandarin +(cmn)" ['none'] ['25,', 'male', ''] 9.0 academic ['usa'] 6.0 25.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2679 mandarin118 female ['shanxi,', 'china'] "mandarin +(cmn)" ['none'] ['24,', 'female', ''] 9.0 academic ['usa'] 1.0 24.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2699 mandarin119 female ['jilin,', 'china'] "mandarin +(cmn)" ['none'] ['24,', 'female', ''] 7.0 academic ['usa'] 1.0 24.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2700 mandarin120 male ['hebei,', 'china'] "mandarin +(cmn)" ['none'] ['24,', 'male', ''] 10.0 academic ['usa'] 0.1 24.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2708 mandarin121 female ['anhui,', 'china'] "mandarin +(cmn)" ['none'] ['30,', 'female', ''] 13.0 academic ['usa'] 5.0 30.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2711 mandarin122 male ['shanxi,', 'china'] "mandarin +(cmn)" ['none'] ['26,', 'male', ''] 6.0 academic ['usa'] 1.0 26.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2714 mandarin123 male ['sichuan,', 'china'] "mandarin +(cmn)" ['none'] ['21,', 'male', ''] 6.0 academic ['usa'] 1.0 21.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2716 mandarin124 female ['chongqing,', 'china'] "mandarin +(cmn)" ['none'] ['33,', 'female', ''] 13.0 academic ['usa'] 3.2 33.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2719 mandarin125 female ['jilin,', 'china'] "mandarin +(cmn)" ['none'] ['24,', 'female', ''] 6.0 academic ['usa'] 1.0 24.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2726 mandarin126 male ['shanxi,', 'china'] "mandarin +(cmn)" ['italian', ''] ['24,', 'male', ''] 8.0 academic ['usa'] 2.0 24.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2748 mandarin127 male ['liaoning,', 'china'] "mandarin +(cmn)" ['cantonese', 'dutch', ''] ['25,', 'male', ''] 15.0 academic ['usa'] 3.3 25.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2772 mandarin128 female ['zhejiang,', 'china'] "mandarin +(cmn)" ['none'] ['21,', 'female', ''] 7.0 academic ['usa'] 2.5 21.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2773 mandarin129 female ['henan,', 'china'] "mandarin +(cmn)" ['none'] ['22,', 'female', ''] 12.0 academic ['usa'] 0.3 22.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2798 mandarin130 female ['shandong,', 'china'] "mandarin +(cmn)" ['none'] ['22,', 'female', ''] 7.0 academic ['usa'] 6.0 22.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2836 mandarin131 male ['guangdong,', 'china'] "mandarin +(cmn)" ['cantonese', ''] ['20,', 'male', ''] 6.0 academic ['usa'] 0.8 20.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2837 mandarin132 female ['hubei,', 'china'] "mandarin +(cmn)" ['none'] ['21,', 'female', ''] 2.0 academic ['usa'] 5.0 21.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2876 mandarin133 female ['beijing,', 'china'] "mandarin +(cmn)" ['none'] ['26,', 'female', ''] 10.0 academic ['usa'] 3.0 26.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2877 mandarin134 male ['henan,', 'china'] "mandarin +(cmn)" ['none'] ['27,', 'male', ''] 9.0 academic ['usa'] 10.0 27.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2878 mandarin135 male ['hebei,', 'china'] "mandarin +(cmn)" ['none'] ['25,', 'male', ''] 9.0 academic ['usa'] 7.0 25.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2879 mandarin136 female ['liaoning,', 'china'] "mandarin +(cmn)" ['none'] ['20,', 'female', ''] 10.0 academic ['usa'] 2.0 20.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2880 mandarin137 female ['shanxi,', 'china'] "mandarin +(cmn)" ['none'] ['20,', 'female', ''] 10.0 academic ['usa'] 1.0 20.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2881 mandarin138 female ['chongqing,', 'china'] "mandarin +(cmn)" ['none'] ['21,', 'female', ''] 7.0 academic ['usa'] 0.1 21.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2882 mandarin139 male ['yunnan,', 'china'] "mandarin +(cmn)" ['none'] ['23,', 'male', ''] 14.0 academic ['usa'] 3.0 23.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2883 mandarin140 male ['jiangsu,', 'china'] "mandarin +(cmn)" ['none'] ['22,', 'male', ''] 7.0 academic ['usa'] 0.2 22.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2884 mandarin141 female ['beijing,', 'china'] "mandarin +(cmn)" ['none'] ['21,', 'female', ''] 6.0 academic ['usa'] 1.0 21.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2885 mandarin142 female ['sichuan,', 'china'] "mandarin +(cmn)" ['none'] ['23,', 'female', ''] 6.0 academic ['usa'] 1.0 23.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2886 mandarin143 female ['anhui,', 'china'] "mandarin +(cmn)" ['none'] ['25,', 'female', ''] 10.0 academic ['usa'] 0.2 25.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2887 mandarin144 male ['anhui,', 'china'] "mandarin +(cmn)" ['none'] ['20,', 'male', ''] 10.0 academic ['usa'] 0.1 20.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2888 mandarin145 female ['shandong,', 'china'] "mandarin +(cmn)" ['none'] ['21,', 'female', ''] 4.0 academic ['usa'] 1.0 21.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2890 mandarin146 female ['shanxi,', 'china'] "mandarin +(cmn)" ['none'] ['24,', 'female', ''] 6.0 academic ['usa'] 2.0 24.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2891 mandarin147 female ['henan,', 'china'] "mandarin +(cmn)" ['none'] ['19,', 'female', ''] 9.0 academic ['usa'] 0.1 19.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2892 mandarin148 female ['henan,', 'china'] "mandarin +(cmn)" ['none'] ['19,', 'female', ''] 6.0 academic ['usa'] 0.1 19.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2893 mandarin149 female ['fujian,', 'china'] "mandarin +(cmn)" ['none'] ['19,', 'female', ''] 6.0 academic ['usa'] 0.1 19.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2936 mandarin150 female ['shanxi,', 'china'] "mandarin +(cmn)" ['spanish', 'german', ''] ['18,', 'female', ''] 12.0 academic ['nigeria'] 4.0 18.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2942 mandarin151 female ['jiangsu,', 'china'] "mandarin +(cmn)" ['french', ''] ['31,', 'female', ''] 8.0 academic [''] 0.0 31.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2963 mandarin152 male ['taoyuan,', 'taiwan'] "mandarin +(cmn)" ['taiwanese', ''] ['26,', 'male', ''] 18.0 academic [''] 0.0 26.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2970 mandarin153 male ['pingtung,', 'taiwan'] "mandarin +(cmn)" ['taiwanese', ''] ['22,', 'male', ''] 6.0 academic ['usa'] 0.2 22.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2712 minnan1 male ['guangdong,', 'china'] min ['mandarin', ''] ['25,', 'male', ''] 6.0 academic ['usa'] 2.0 25.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2164 naxi1 female ['yunnan,', 'china'] "naxi +(nxq)" ['tibetan', 'mandarin', ''] ['24,', 'female', ''] 12.0 academic ['usa'] 1.0 24.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=363 taiwanese1 female ['tung,', 'taiwan'] "taiwanese +(nan)" ['mandarin', ''] ['36,', 'female', ''] 13.0 academic ['uk,usa'] 1.7 36.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=364 taiwanese2 female ['taipei,', 'taiwan'] "taiwanese +(nan)" ['mandarin', ''] ['24,', 'female', ''] 17.0 academic ['usa'] 0.25 24.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=365 taiwanese3 female ['tainan,', 'taiwan'] "taiwanese +(nan)" ['mandarin', ''] ['30,', 'female', ''] 13.0 academic ['usa'] 0.7 30.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=366 taiwanese4 female ['kao-hsiung,', 'taiwan'] "taiwanese +(nan)" ['mandarin', ''] ['45,', 'female', ''] 21.0 naturalistic ['usa'] 34.0 45.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=481 taiwanese5 male ['tainan,', 'taiwan'] "taiwanese +(nan)" ['mandarin', 'korean', ''] ['27,', 'male', ''] 15.0 naturalistic ['usa'] 0.5 27.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=828 taiwanese6 female ['chung,', 'taiwan'] "taiwanese +(nan)" ['mandarin', ''] ['33,', 'female', ''] 13.0 academic ['usa'] 2.5 33.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1864 taiwanese7 female ['taipei,', 'taiwan'] "taiwanese +(nan)" ['cantonese', ''] ['65,', 'female', ''] 35.0 academic ['usa'] 20.0 65.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2136 taiwanese8 female ['tainan,', 'taiwan'] "taiwanese +(nan)" ['mandarin', ''] ['54,', 'female', ''] 13.0 academic ['usa'] 29.0 54.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2347 taiwanese9 male ['chung,', 'taiwan'] "taiwanese +(nan)" ['japanese', 'mandarin', ''] ['45,', 'male', ''] 25.0 academic ['usa'] 18.0 45.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2686 taiwanese10 male ['taipei,', 'taiwan'] "taiwanese +(nan)" ['mandarin', ''] ['27,', 'male', ''] 5.0 academic ['usa'] 5.0 27.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2687 taiwanese11 male ['taipei,', 'taiwan'] "taiwanese +(nan)" ['mandarin', ''] ['23,', 'male', ''] 4.0 academic ['usa'] 0.1 23.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=569 teochew1 female ['guangdong,', 'china'] "teochew +(nan)" ['mandarin', 'cantonese', 'malay', ''] ['59,', 'female', ''] 8.0 academic ['england,', 'malaysia'] 13.0 59.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1646 wu1 female ['zhejiang,', 'china'] "wu +(wuu)" ['mandarin', 'japanese', ''] ['30,', 'female', ''] 12.0 academic [''] 0.0 30.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2424 wu2 male ['shanghai,', 'china'] "wu +(wuu)" ['mandarin', ''] ['23,', 'male', ''] 5.0 academic ['usa'] 5.0 23.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2511 wu3 female ['shanghai,', 'china'] "wu +(wuu)" ['mandarin', 'spanish', ''] ['19,', 'female', ''] 7.0 academic ['usa'] 4.0 19.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2702 wu4 female ['jiangsu,', 'china'] "wu +(wuu)" ['mandarin', ''] ['28,', 'female', ''] 7.0 academic ['usa'] 1.0 28.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2713 wu5 male ['jiangsu,', 'china'] "wu +(wuu)" ['mandarin', ''] ['20,', 'male', ''] 8.0 academic ['usa'] 1.0 20.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2727 wu6 male ['zhejiang,', 'china'] "wu +(wuu)" ['mandarin', ''] ['21,', 'male', ''] 10.0 academic ['usa'] 0.3 21.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=208 xiang1 female ['taipei,', 'taiwan'] "xiang +(hsn)" ['mandarin', 'japanese', 'cantonese', ''] ['50,', 'female', ''] 14.0 academic ['usa'] 30.0 50.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1417 xiang2 male ['hunan,', 'china'] "xiang +(hsn)" ['mandarin', ''] ['30,', 'male', ''] 12.0 academic ['usa'] 4.5 30.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1522 xiang3 male ['hunan,', 'china'] "xiang +(hsn)" ['mandarin', 'russian', ''] ['36,', 'male', ''] 13.0 academic [''] 0.0 36.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2163 xiang4 female ['hunan,', 'china'] "xiang +(hsn)" ['mandarin', 'japanese', ''] ['23,', 'female', ''] 10.0 academic ['usa'] 1.0 23.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2707 xiang5 male ['hunan,', 'china'] "xiang +(hsn)" ['mandarin', 'japanese', ''] ['25,', 'male', ''] 9.0 academic ['usa'] 1.0 25.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2709 xiang6 female ['hunan,', 'china'] "xiang +(hsn)" ['mandarin', ''] ['28,', 'female', ''] 6.0 academic ['usa'] 2.0 28.0 chinese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=61 english1 male ['pennsylvania,', 'usa'] "english +(eng)" ['mandarin', ''] ['42,', 'male', ''] 0.0 naturalistic ['usa'] 41.0 42.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=77 english2 female ['birmingham,', 'uk'] "english +(eng)" ['german', 'mandarin', ''] ['30,', 'female', ''] 0.0 naturalistic ['uk'] 30.0 30.0 uk +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=88 english3 female ['brisbane,', 'australia'] "english +(eng)" ['none'] ['26,', 'female', ''] 0.0 naturalistic ['australia'] 26.0 26.0 australia +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=99 english4 female ['bay,', 'jamaica'] "english +(eng)" ['spanish', 'french', ''] ['53,', 'female', ''] 0.0 naturalistic ['jamaica,usa'] 53.0 53.0 default +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=110 english5 male ['virginia,', 'usa'] "english +(eng)" ['none'] ['62,', 'male', ''] 0.0 naturalistic ['usa'] 62.0 62.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=121 english6 female ['york,', 'usa'] "english +(eng)" ['french', 'spanish', ''] ['45,', 'female', ''] 0.0 naturalistic ['usa'] 45.0 45.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=132 english7 male ['mississippi,', 'usa'] "english +(eng)" ['spanish', 'french', ''] ['52,', 'male', ''] 0.0 naturalistic ['usa'] 52.0 52.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=143 english8 female ['perth,', 'australia'] "english +(eng)" ['french', ''] ['21,', 'female', ''] 0.0 naturalistic ['australia,usa'] 4.0 21.0 australia +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=154 english9 female ['texas,', 'usa'] "english +(eng)" ['spanish', ''] ['48,', 'female', ''] 0.0 naturalistic ['usa'] 48.0 48.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=62 english10 female ['iowa,', 'usa'] "english +(eng)" ['none'] ['35,', 'female', ''] 0.0 naturalistic ['usa'] 35.0 35.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=68 english11 female ['staffordshire,', 'uk'] "english +(eng)" ['french', ''] ['35,', 'female', ''] 0.0 naturalistic ['uk'] 35.0 35.0 uk +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=69 english12 female ['leicester,', 'uk'] "english +(eng)" ['french', ''] ['71,', 'female', ''] 0.0 naturalistic ['uk'] 71.0 71.0 uk +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=70 english13 male ['oxfordshire,', 'uk'] "english +(eng)" ['none'] ['69,', 'male', ''] 0.0 naturalistic ['uk'] 69.0 69.0 uk +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=71 english14 male ['ireland,', 'uk'] "english +(eng)" ['french', ''] ['40,', 'male', ''] 0.0 naturalistic ['uk,usa'] 40.0 40.0 uk +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=72 english15 female ['virginia,', 'usa'] "english +(eng)" ['none'] ['7,', 'female', ''] 0.0 naturalistic ['usa'] 7.0 7.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=73 english16 male ['virginia,', 'usa'] "english +(eng)" ['spanish', ''] ['21,', 'male', ''] 0.0 naturalistic ['usa'] 21.0 21.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=74 english17 male ['virginia,', 'usa'] "english +(eng)" ['none'] ['79,', 'male', ''] 0.0 naturalistic ['usa'] 79.0 79.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=75 english18 female ['virginia,', 'usa'] "english +(eng)" ['none'] ['39,', 'female', ''] 0.0 naturalistic ['usa'] 39.0 39.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=76 english19 male ['kentucky,', 'usa'] "english +(eng)" ['spanish', ''] ['53,', 'male', ''] 0.0 naturalistic ['usa'] 53.0 53.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=78 english20 female ['carolina,', 'usa'] "english +(eng)" ['none'] ['27,', 'female', ''] 0.0 naturalistic ['usa'] 27.0 27.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=79 english21 female ['massachusetts,', 'usa'] "english +(eng)" ['italian', ''] ['37,', 'female', ''] 0.0 naturalistic ['usa'] 37.0 37.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=80 english22 female ['city,', 'panama'] "english +(eng)" ['spanish', ''] ['25,', 'female', ''] 0.0 naturalistic ['usa'] 5.0 25.0 default +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=81 english23 male ['tennessee,', 'usa'] "english +(eng)" ['none'] ['43,', 'male', ''] 0.0 naturalistic ['usa'] 43.0 43.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=82 english24 male ['scotland,', 'uk'] "english +(eng)" ['french', ''] ['37,', 'male', ''] 0.0 naturalistic ['uk,usa'] 37.0 37.0 uk +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=83 english25 male ['georgia,', 'usa'] "english +(eng)" ['none'] ['57,', 'male', ''] 0.0 naturalistic ['usa'] 57.0 57.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=84 english26 male ['maryland,', 'usa'] "english +(eng)" ['none'] ['71,', 'male', ''] 0.0 naturalistic ['usa'] 71.0 71.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=85 english27 female ['maryland,', 'usa'] "english +(eng)" ['none'] ['37,', 'female', ''] 0.0 naturalistic ['usa'] 37.0 37.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=86 english28 male ['ontario,', 'canada'] "english +(eng)" ['french', 'russian', ''] ['54,', 'male', ''] 0.0 naturalistic ['canada'] 54.0 54.0 canada +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=87 english29 female ['ontario,', 'canada'] "english +(eng)" ['none'] ['54,', 'female', ''] 0.0 naturalistic ['canada'] 54.0 54.0 canada +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=89 english30 female ['ontario,', 'canada'] "english +(eng)" ['french', 'swedish', ''] ['30,', 'female', ''] 0.0 naturalistic ['canada'] 30.0 30.0 canada +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=90 english31 female ['augustine,', 'trinidad'] "english +(eng)" ['none'] ['31,', 'female', ''] 0.0 naturalistic ['trinidad,usa'] 31.0 31.0 default +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=91 english32 female ['california,', 'usa'] "english +(eng)" ['none'] ['50,', 'female', ''] 0.0 naturalistic ['usa'] 50.0 50.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=92 english33 male ['california,', 'usa'] "english +(eng)" ['none'] ['21,', 'male', ''] 0.0 naturalistic ['usa'] 21.0 21.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=93 english34 female ['york,', 'usa'] "english +(eng)" ['french', ''] ['18,', 'female', ''] 0.0 naturalistic ['usa'] 18.0 18.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=94 english35 female ['wisconsin,', 'usa'] "english +(eng)" ['spanish', ''] ['60,', 'female', ''] 0.0 naturalistic ['usa'] 60.0 60.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=95 english36 male ['wisconsin,', 'usa'] "english +(eng)" ['none'] ['60,', 'male', ''] 0.0 naturalistic ['usa'] 60.0 60.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=96 english37 female ['yole,', 'india'] "english +(eng)" ['hindi-urdu', 'french', ''] ['28,', 'female', ''] 0.0 naturalistic ['usa'] 7.0 28.0 default +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=97 english38 male ['littlehampton,', 'uk'] "english +(eng)" ['none'] ['27,', 'male', ''] 0.0 naturalistic ['uk'] 27.0 27.0 uk +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=98 english39 female ['louisiana,', 'usa'] "english +(eng)" ['none'] ['59,', 'female', ''] 0.0 naturalistic ['usa'] 59.0 59.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=100 english40 male ['dudley,', 'uk'] "english +(eng)" ['none'] ['53,', 'male', ''] 0.0 naturalistic ['uk'] 53.0 53.0 uk +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=101 english41 male ['new', 'zealand'] "english +(eng)" ['hebrew', 'french', ''] ['44,', 'male', ''] 0.0 naturalistic ['new', 'zealand'] 21.0 44.0 default +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=102 english42 male ['south', 'africa'] "english +(eng)" ['afrikaans', 'zulu', ''] ['65,', 'male', ''] 0.0 naturalistic ['south', 'africa'] 60.0 65.0 default +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=103 english43 male ['columbia,', 'canada'] "english +(eng)" ['none'] ['47,', 'male', ''] 0.0 naturalistic ['canada'] 47.0 47.0 canada +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=104 english44 female ['carolina,', 'usa'] "english +(eng)" ['spanish', 'french', ''] ['63,', 'female', ''] 0.0 naturalistic ['usa'] 63.0 63.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=105 english45 male ['arkansas,', 'usa'] "english +(eng)" ['none'] ['52,', 'male', ''] 0.0 naturalistic ['usa'] 52.0 52.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=106 english46 male ['carolina,', 'usa'] "english +(eng)" ['none'] ['73,', 'male', ''] 0.0 naturalistic ['usa'] 73.0 73.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=107 english47 female ['arkansas,', 'usa'] "english +(eng)" ['none'] ['76,', 'female', ''] 0.0 naturalistic ['usa'] 76.0 76.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=108 english48 male ['new', 'guinea'] "english +(eng)" ['tok', 'pisin', 'igbo', ''] ['26,', 'male', ''] 0.0 naturalistic ['papua', 'new', 'guinea,uk,usa'] 26.0 26.0 default +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=109 english49 male ['california,', 'usa'] "english +(eng)" ['none'] ['43,', 'male', ''] 0.0 naturalistic ['usa'] 43.0 43.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=111 english50 female ['dakota,', 'usa'] "english +(eng)" ['french', ''] ['29,', 'female', ''] 0.0 naturalistic ['usa'] 29.0 29.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=112 english51 male ['michigan,', 'usa'] "english +(eng)" ['italian', ''] ['67,', 'male', ''] 0.0 naturalistic ['usa'] 67.0 67.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=113 english52 male ['alberta,', 'canada'] "english +(eng)" ['none'] ['20,', 'male', ''] 0.0 naturalistic ['canada,', 'usa'] 20.0 20.0 canada +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=114 english53 male ['york,', 'usa'] "english +(eng)" ['none'] ['63,', 'male', ''] 0.0 naturalistic ['usa'] 63.0 63.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=115 english54 female ['indiana,', 'usa'] "english +(eng)" ['none'] ['40,', 'female', ''] 0.0 naturalistic ['usa'] 40.0 40.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=116 english55 female ['missouri,', 'usa'] "english +(eng)" ['none'] ['53,', 'female', ''] 0.0 naturalistic ['usa'] 53.0 53.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=117 english56 male ['ireland,', 'uk'] "english +(eng)" ['ulster', 'scots', ''] ['20,', 'male', ''] 0.0 naturalistic ['northern', 'ireland'] 20.0 20.0 uk +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=118 english57 male ['1,', 'uk'] "english +(eng)" ['french', 'spanish', ''] ['34,', 'male', ''] 0.0 naturalistic ['uk,canada'] 34.0 34.0 uk +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=119 english58 female ['southhampton,', 'uk'] "english +(eng)" ['none'] ['46,', 'female', ''] 0.0 naturalistic ['uk,usa'] 16.0 46.0 uk +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=120 english59 male ['ohio,', 'usa'] "english +(eng)" ['greek', 'german', ''] ['30,', 'male', ''] 0.0 naturalistic ['usa'] 30.0 30.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=122 english60 male ['virginia,', 'usa'] "english +(eng)" ['none'] ['18,', 'male', ''] 0.0 naturalistic ['usa'] 18.0 18.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=123 english61 male ['ontario,', 'canada'] "english +(eng)" ['none'] ['19,', 'male', ''] 0.0 naturalistic ['canada'] 19.0 19.0 canada +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=124 english62 male ['utah,', 'usa'] "english +(eng)" ['none'] ['30,', 'male', ''] 0.0 naturalistic ['usa'] 30.0 30.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=125 english63 male ['texas,', 'usa'] "english +(eng)" ['spanish', ''] ['21,', 'male', ''] 0.0 naturalistic ['usa'] 21.0 21.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=126 english64 female ['quebec,', 'canada'] "english +(eng)" ['french', ''] ['25,', 'female', ''] 0.0 naturalistic ['canada'] 25.0 25.0 canada +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=127 english65 male ['pennsylvania,', 'usa'] "english +(eng)" ['none'] ['47,', 'male', ''] 0.0 naturalistic ['usa'] 47.0 47.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=128 english66 male ['maryland,', 'usa'] "english +(eng)" ['none'] ['19,', 'male', ''] 0.0 naturalistic ['usa'] 19.0 19.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=129 english67 male ['indiana,', 'usa'] "english +(eng)" ['french', ''] ['37,', 'male', ''] 0.0 naturalistic ['usa'] 37.0 37.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=130 english68 male ['york,', 'usa'] "english +(eng)" ['none'] ['52,', 'male', ''] 0.0 naturalistic ['usa'] 52.0 52.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=131 english69 male ['adelaide,', 'australia'] "english +(eng)" ['korean', ''] ['23,', 'male', ''] 0.0 naturalistic ['australia'] 23.0 23.0 australia +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=133 english70 male ['texas,', 'usa'] "english +(eng)" ['none'] ['21,', 'male', ''] 0.0 naturalistic ['usa'] 21.0 21.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=134 english71 male ['california,', 'usa'] "english +(eng)" ['none'] ['20,', 'male', ''] 0.0 naturalistic ['usa'] 20.0 20.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=135 english72 male ['kilkenny,', 'ireland'] "english +(eng)" ['irish', ''] ['31,', 'male', ''] 0.0 naturalistic ['ireland'] 31.0 31.0 default +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=136 english73 male ['darwin,', 'australia'] "english +(eng)" ['none'] ['24,', 'male', ''] 0.0 naturalistic ['australia'] 24.0 24.0 australia +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=137 english74 male ['kansas,', 'usa'] "english +(eng)" ['spanish', ''] ['21,', 'male', ''] 0.0 naturalistic ['usa'] 21.0 21.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=138 english75 male ['idaho,', 'usa'] "english +(eng)" ['none'] ['32,', 'male', ''] 0.0 naturalistic ['usa'] 32.0 32.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=139 english76 female ['massachusetts,', 'usa'] "english +(eng)" ['french', 'spanish', 'hebrew', ''] ['18,', 'female', ''] 0.0 naturalistic ['usa'] 18.0 18.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=140 english77 male ['melbourne,', 'australia'] "english +(eng)" ['japanese', ''] ['26,', 'male', ''] 0.0 naturalistic ['australia'] 26.0 26.0 australia +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=141 english78 female ['maine,', 'usa'] "english +(eng)" ['french', ''] ['20,', 'female', ''] 0.0 naturalistic ['usa'] 20.0 20.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=142 english79 male ['massachusetts,', 'usa'] "english +(eng)" ['none'] ['73,', 'male', ''] 0.0 naturalistic ['usa'] 73.0 73.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=144 english80 male ['scotland,', 'uk'] "english +(eng)" ['none'] ['34,', 'male', ''] 0.0 naturalistic ['uk,', 'canada'] 34.0 34.0 uk +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=145 english81 male ['minnesota,', 'usa'] "english +(eng)" ['spanish', ''] ['30,', 'male', ''] 0.0 naturalistic ['usa'] 30.0 30.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=146 english82 female ['illinois,', 'usa'] "english +(eng)" ['none'] ['50,', 'female', ''] 0.0 naturalistic ['usa'] 50.0 50.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=147 english83 female ['louisiana,', 'usa'] "english +(eng)" ['french', ''] ['42,', 'female', ''] 0.0 naturalistic ['usa'] 42.0 42.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=148 english84 male ['sydney,', 'australia'] "english +(eng)" ['tok', 'pisin', ''] ['45,', 'male', ''] 0.0 naturalistic ['australia'] 45.0 45.0 australia +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=149 english85 male ['ireland,', 'uk'] "english +(eng)" ['none'] ['31,', 'male', ''] 0.0 naturalistic ['uk'] 31.0 31.0 uk +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=150 english86 male ['carolina,', 'usa'] "english +(eng)" ['spanish', ''] ['50,', 'male', ''] 0.0 naturalistic ['usa'] 50.0 50.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=151 english87 female ['tamworth,', 'australia'] "english +(eng)" ['esperanto', 'german', ''] ['18,', 'female', ''] 0.0 naturalistic ['australia'] 18.0 18.0 australia +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=152 english88 male ['michigan,', 'usa'] "english +(eng)" ['none'] ['18,', 'male', ''] 0.0 naturalistic ['usa'] 18.0 18.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=153 english89 male ['massachusetts,', 'usa'] "english +(eng)" ['spanish', ''] ['18,', 'male', ''] 0.0 naturalistic ['usa'] 18.0 18.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=155 english90 male ['pennsylvania,', 'usa'] "english +(eng)" ['none'] ['53,', 'male', ''] 0.0 naturalistic ['usa'] 53.0 53.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=156 english91 male ['kingston,', 'jamaica'] "english +(eng)" ['patois', ''] ['23,', 'male', ''] 0.0 naturalistic ['jamaica'] 23.0 23.0 default +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=157 english92 female ['wisconsin,', 'usa'] "english +(eng)" ['none'] ['22,', 'female', ''] 0.0 naturalistic ['usa'] 22.0 22.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=158 english93 female ['louisiana,', 'usa'] "english +(eng)" ['none'] ['22,', 'female', ''] 0.0 naturalistic ['usa'] 22.0 22.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=159 english94 female ['florida,', 'usa'] "english +(eng)" ['none'] ['55,', 'female', ''] 0.0 naturalistic ['usa'] 55.0 55.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=160 english95 male ['indiana,', 'usa'] "english +(eng)" ['none'] ['18,', 'male', ''] 0.0 naturalistic ['usa'] 18.0 18.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=161 english96 male ['jersey,', 'usa'] "english +(eng)" ['russian', ''] ['31,', 'male', ''] 0.0 naturalistic ['usa'] 31.0 31.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=162 english97 male ['carolina,', 'usa'] "english +(eng)" ['spanish', ''] ['42,', 'male', ''] 0.0 naturalistic ['usa'] 42.0 42.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=163 english98 male ['washington,', 'usa'] "english +(eng)" ['spanish', ''] ['22,', 'male', ''] 0.0 naturalistic ['usa'] 22.0 22.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=164 english99 female ['pennsylvania,', 'usa'] "english +(eng)" ['french', 'spanish', ''] ['52,', 'female', ''] 0.0 naturalistic ['usa'] 52.0 52.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=63 english100 female ['florida,', 'usa'] "english +(eng)" ['none'] ['23,', 'female', ''] 0.0 naturalistic ['usa'] 23.0 23.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=64 english101 female ['ontario,', 'canada'] "english +(eng)" ['french', 'mandarin', ''] ['18,', 'female', ''] 0.0 naturalistic ['canada'] 18.0 18.0 canada +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=65 english102 male ['connecticut,', 'usa'] "english +(eng)" ['none'] ['22,', 'male', ''] 0.0 naturalistic ['usa'] 22.0 22.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=66 english103 male ['york,', 'usa'] "english +(eng)" ['german', ''] ['21,', 'male', ''] 0.0 naturalistic ['usa'] 21.0 21.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=67 english104 female ['ohio,', 'usa'] "english +(eng)" ['spanish', ''] ['18,', 'female', ''] 0.0 naturalistic ['usa'] 18.0 18.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=407 english105 male ['ontario,', 'canada'] "english +(eng)" ['none'] ['57,', 'male', ''] 0.0 naturalistic ['canada'] 57.0 57.0 canada +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=408 english106 female ['california,', 'usa'] "english +(eng)" ['spanish', ''] ['39,', 'female', ''] 0.0 naturalistic ['usa'] 39.0 39.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=416 english107 male ['illinois,', 'usa'] "english +(eng)" ['spanish', ''] ['19,', 'male', ''] 0.0 naturalistic ['usa'] 19.0 19.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=419 english108 male ['ireland,', 'uk'] "english +(eng)" ['dutch', 'french', 'german', 'spanish', ''] ['21,', 'male', ''] 0.0 naturalistic ['uk'] 21.5 21.0 uk +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=420 english109 female ['hampshire,', 'usa'] "english +(eng)" ['irish', ''] ['26,', 'female', ''] 0.0 naturalistic ['usa'] 26.0 26.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=421 english110 male ['norfolk,', 'uk'] "english +(eng)" ['japanese', ''] ['21,', 'male', ''] 0.0 naturalistic ['uk'] 0.0 21.0 uk +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=426 english111 male ['bombay,', 'india'] "english +(eng)" ['hindi-urdu', 'french', ''] ['21,', 'male', ''] 0.0 naturalistic ['india,', 'usa'] 4.0 21.0 default +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=427 english112 male ['virgin', 'islands'] "english +(eng)" ['french', ''] ['21,', 'male', ''] 0.0 naturalistic ['us', 'virgin', 'islands'] 21.0 21.0 default +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=439 english113 male ['wales,', 'uk'] "english +(eng)" ['french', 'welsh', ''] ['31,', 'male', ''] 0.0 naturalistic ['wales,', 'australia'] 31.0 31.0 uk +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=442 english114 female ['alabama,', 'usa'] "english +(eng)" ['none'] ['38,', 'female', ''] 0.0 naturalistic ['usa'] 38.0 38.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=443 english115 male ['hertfordshire,', 'uk'] "english +(eng)" ['none'] ['31,', 'male', ''] 0.0 naturalistic ['uk'] 31.0 31.0 uk +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=444 english116 male ['georgia,', 'usa'] "english +(eng)" ['none'] ['56,', 'male', ''] 0.0 naturalistic ['usa'] 56.0 56.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=445 english117 female ['alabama,', 'usa'] "english +(eng)" ['none'] ['60,', 'female', ''] 0.0 naturalistic ['usa'] 60.0 60.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=446 english118 male ['ohio,', 'usa'] "english +(eng)" ['none'] ['19,', 'male', ''] 0.0 naturalistic ['usa'] 17.0 19.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=455 english119 female ['saskatchewan,', 'canada'] "english +(eng)" ['none'] ['32,', 'female', ''] 0.0 naturalistic ['canada'] 32.0 32.0 canada +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=456 english120 male ['saskatchewan,', 'canada'] "english +(eng)" ['german', ''] ['65,', 'male', ''] 0.0 naturalistic ['canada'] 65.0 65.0 canada +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=465 english121 male ['minnesota,', 'usa'] "english +(eng)" ['french', ''] ['21,', 'male', ''] 0.0 naturalistic ['usa'] 21.0 21.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=468 english122 female ['lumpur,', 'malaysia'] "english +(eng)" ['mandarin', 'japanese', ''] ['20,', 'female', ''] 0.0 naturalistic ['singapore,usa'] 13.0 20.0 default +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=469 english123 female ['california,', 'usa'] "english +(eng)" ['none'] ['28,', 'female', ''] 0.0 naturalistic ['usa,', 'uk'] 23.0 28.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=480 english124 male ['york,', 'usa'] "english +(eng)" ['none'] ['38,', 'male', ''] 0.0 naturalistic ['usa'] 38.0 38.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=485 english125 male ['queensland,', 'australia'] "english +(eng)" ['none'] ['28,', 'male', ''] 0.0 naturalistic ['australia'] 28.0 28.0 australia +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=487 english126 female ['ohio,', 'usa'] "english +(eng)" ['spanish', ''] ['34,', 'female', ''] 0.0 naturalistic ['usa'] 34.0 34.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=489 english127 male ['connecticut,', 'usa'] "english +(eng)" ['none'] ['39,', 'male', ''] 0.0 naturalistic ['usa'] 39.0 39.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=490 english128 female ['florida,', 'usa'] "english +(eng)" ['french', ''] ['20,', 'female', ''] 0.0 naturalistic ['usa'] 20.0 20.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=492 english129 male ['lancashire,', 'uk'] "english +(eng)" ['korean', 'indonesian', 'polish', 'french', ''] ['25,', 'male', ''] 0.0 naturalistic ['uk,', 'australia'] 25.0 25.0 uk +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=496 english130 male ['south', 'africa'] "english +(eng)" ['afrikaans', ''] ['32,', 'male', ''] 0.0 naturalistic ['south', 'africa'] 32.0 32.0 default +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=497 english131 male ['florida,', 'usa'] "english +(eng)" ['none'] ['23,', 'male', ''] 0.0 naturalistic ['usa'] 23.0 23.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=503 english132 female ['ontario,', 'canada'] "english +(eng)" ['none'] ['18,', 'female', ''] 0.0 naturalistic ['canada'] 18.0 18.0 canada +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=504 english133 female ['york,', 'usa'] "english +(eng)" ['spanish', ''] ['36,', 'female', ''] 0.0 naturalistic ['usa'] 36.0 36.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=506 english134 female ['ireland,', 'uk'] "english +(eng)" ['french', ''] ['22,', 'female', ''] 0.0 naturalistic ['uk'] 22.0 22.0 uk +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=507 english135 male ['alabama,', 'usa'] "english +(eng)" ['none'] ['22,', 'male', ''] 0.0 naturalistic ['usa'] 22.0 22.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=508 english136 male ['alberta,', 'canada'] "english +(eng)" ['none'] ['25,', 'male', ''] 0.0 naturalistic ['canada'] 25.0 25.0 canada +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=509 english137 male ['virginia,', 'usa'] "english +(eng)" ['japanese', ''] ['26,', 'male', ''] 0.0 naturalistic ['usa'] 26.0 26.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=510 english138 female ['alaska,', 'usa'] "english +(eng)" ['german', ''] ['25,', 'female', ''] 0.0 naturalistic ['usa'] 25.0 25.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=511 english139 male ['island,', 'usa'] "english +(eng)" ['none'] ['20,', 'male', ''] 0.0 naturalistic ['usa'] 20.0 20.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=515 english140 male ['city,', 'philippines'] "english +(eng)" ['tagalog', ''] ['43,', 'male', ''] 0.0 naturalistic ['philippines,canada'] 43.0 43.0 default +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=516 english141 male ['york,', 'uk'] "english +(eng)" ['french', 'german', ''] ['19,', 'male', ''] 0.0 naturalistic ['uk'] 19.0 19.0 uk +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=517 english142 male ['york,', 'usa'] "english +(eng)" ['french', ''] ['19,', 'male', ''] 0.0 naturalistic ['usa'] 19.0 19.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=518 english143 male ['minnesota,', 'usa'] "english +(eng)" ['french', ''] ['42,', 'male', ''] 0.0 naturalistic ['usa,', 'uk'] 42.0 42.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=519 english144 male ['scotia,', 'canada'] "english +(eng)" ['spanish', ''] ['24,', 'male', ''] 0.0 naturalistic ['canada'] 24.0 24.0 canada +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=521 english145 male ['edmunds,', 'uk'] "english +(eng)" ['none'] ['18,', 'male', ''] 0.0 naturalistic ['uk'] 13.0 18.0 uk +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=522 english146 male ['arkansas,', 'usa'] "english +(eng)" ['spanish', ''] ['22,', 'male', ''] 0.0 naturalistic ['usa'] 22.0 22.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=523 english147 female ['california,', 'usa'] "english +(eng)" ['portuguese', ''] ['40,', 'female', ''] 0.0 naturalistic ['usa'] 40.0 40.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=525 english148 male ['sydney,', 'australia'] "english +(eng)" ['none'] ['31,', 'male', ''] 0.0 naturalistic ['australia'] 31.0 31.0 australia +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=526 english149 male ['georgia,', 'usa'] "english +(eng)" ['none'] ['18,', 'male', ''] 0.0 naturalistic ['usa'] 18.0 18.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=527 english150 male ['kentucky,', 'usa'] "english +(eng)" ['spanish', ''] ['31,', 'male', ''] 0.0 naturalistic ['usa'] 31.0 31.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=528 english151 male ['maryland,', 'usa'] "english +(eng)" ['spanish', ''] ['18,', 'male', ''] 0.0 naturalistic ['usa'] 18.0 18.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=529 english152 male ['adelaide,', 'australia'] "english +(eng)" ['none'] ['18,', 'male', ''] 0.0 naturalistic ['australia'] 18.0 18.0 australia +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=533 english153 male ['brisbane,', 'australia'] "english +(eng)" ['none'] ['35,', 'male', ''] 0.0 naturalistic ['australia'] 35.0 35.0 australia +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=534 english154 male ['scotia,', 'canada'] "english +(eng)" ['none'] ['28,', 'male', ''] 0.0 naturalistic ['canada'] 28.0 28.0 canada +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=535 english155 male ['california,', 'usa'] "english +(eng)" ['none'] ['35,', 'male', ''] 0.0 naturalistic ['usa'] 35.0 35.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=536 english156 male ['dublin,', 'ireland'] "english +(eng)" ['mandarin', 'french', 'irish', ''] ['33,', 'male', ''] 0.0 naturalistic ['ireland'] 33.0 33.0 default +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=538 english157 male ['texas,', 'usa'] "english +(eng)" ['none'] ['35,', 'male', ''] 0.0 naturalistic ['usa'] 35.0 35.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=540 english158 female ['columbia,', 'usa'] "english +(eng)" ['spanish', 'german', ''] ['18,', 'female', ''] 0.0 naturalistic ['usa'] 18.0 18.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=541 english159 male ['ontario,', 'canada'] "english +(eng)" ['none'] ['18,', 'male', ''] 0.0 naturalistic ['canada'] 18.0 18.0 canada +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=542 english160 female ['minnesota,', 'usa'] "english +(eng)" ['none'] ['21,', 'female', ''] 0.0 naturalistic ['usa'] 21.0 21.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=546 english161 female ['ohio,', 'usa'] "english +(eng)" ['none'] ['75,', 'female', ''] 0.0 naturalistic ['usa'] 75.0 75.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=548 english162 female ['ohio,', 'usa'] "english +(eng)" ['none'] ['41,', 'female', ''] 0.0 naturalistic ['usa'] 39.0 41.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=547 english163 male ['ohio,', 'usa'] "english +(eng)" ['german', 'dutch', ''] ['41,', 'male', ''] 0.0 naturalistic ['usa'] 39.0 41.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=549 english164 male ['leeds,', 'uk'] "english +(eng)" ['none'] ['38,', 'male', ''] 0.0 naturalistic ['uk'] 38.0 38.0 uk +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=550 english165 female ['michigan,', 'usa'] "english +(eng)" ['french', 'spanish', 'german', ''] ['43,', 'female', ''] 0.0 naturalistic ['usa'] 43.0 43.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=551 english166 male ['pennsylvania,', 'usa'] "english +(eng)" ['spanish', ''] ['18,', 'male', ''] 0.0 naturalistic ['usa'] 18.0 18.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=552 english167 male ['michigan,', 'usa'] "english +(eng)" ['spanish', ''] ['43,', 'male', ''] 0.0 naturalistic ['usa'] 43.0 43.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=554 english168 male ['california,', 'usa'] "english +(eng)" ['german', ''] ['40,', 'male', ''] 0.0 naturalistic ['usa'] 25.0 40.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=555 english169 male ['mississippi,', 'usa'] "english +(eng)" ['spanish', 'esperanto', ''] ['18,', 'male', ''] 0.0 naturalistic ['usa'] 18.0 18.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=556 english170 female ['mississippi,', 'usa'] "english +(eng)" ['none'] ['50,', 'female', ''] 0.0 naturalistic ['usa'] 50.0 50.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=563 english171 male ['missouri,', 'usa'] "english +(eng)" ['french', 'spanish', 'italian', ''] ['21,', 'male', ''] 0.0 naturalistic ['usa'] 21.0 21.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=564 english172 male ['kingston,', 'jamaica'] "english +(eng)" ['none'] ['49,', 'male', ''] 0.0 naturalistic ['jamaica,', 'uk'] 49.0 49.0 default +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=567 english173 male ['illinois,', 'usa'] "english +(eng)" ['none'] ['19,', 'male', ''] 0.0 naturalistic ['usa'] 19.0 19.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=568 english174 female ['sarawak,', 'malaysia'] "english +(eng)" ['malay', 'chinese', ''] ['30,', 'female', ''] 0.0 naturalistic ['australia,', 'singapore'] 12.0 30.0 default +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=572 english175 male ['washington,', 'usa'] "english +(eng)" ['mandarin', ''] ['24,', 'male', ''] 0.0 naturalistic ['usa'] 21.0 24.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=573 english176 female ['carolina,', 'usa'] "english +(eng)" ['spanish', 'french', 'afrikaans', ''] ['18,', 'female', ''] 0.0 naturalistic ['usa'] 18.0 18.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=574 english177 female ['louisiana,', 'usa'] "english +(eng)" ['none'] ['23,', 'female', ''] 0.0 naturalistic ['usa'] 23.0 23.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=583 english178 male ['pennsylvania,', 'usa'] "english +(eng)" ['none'] ['30,', 'male', ''] 0.0 naturalistic ['usa'] 30.0 30.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=584 english179 male ['dakota,', 'usa'] "english +(eng)" ['german', 'russian', ''] ['57,', 'male', ''] 0.0 naturalistic ['usa'] 55.0 57.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=585 english180 male ['island,', 'usa'] "english +(eng)" ['none'] ['20,', 'male', ''] 0.0 naturalistic ['usa'] 20.0 20.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=586 english181 male ['pennsylvania,', 'usa'] "english +(eng)" ['none'] ['68,', 'male', ''] 0.0 naturalistic ['usa'] 68.0 68.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=590 english182 male ['york,', 'usa'] "english +(eng)" ['italian', 'spanish', ''] ['50,', 'male', ''] 0.0 naturalistic ['usa'] 50.0 50.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=595 english183 female ['corriverton,', 'guyana'] "english +(eng)" ['hindi', ''] ['55,', 'female', ''] 0.0 naturalistic ['guyana,', 'usa'] 55.0 55.0 default +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=597 english184 female ['oregon,', 'usa'] "english +(eng)" ['spanish', ''] ['18,', 'female', ''] 0.0 naturalistic ['usa'] 18.0 18.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=604 english185 male ['oxford,', 'uk'] "english +(eng)" ['spanish', ''] ['38,', 'male', ''] 0.0 naturalistic ['canada'] 36.0 38.0 uk +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=605 english186 female ['alabama,', 'usa'] "english +(eng)" ['none'] ['39,', 'female', ''] 0.0 naturalistic ['usa'] 39.0 39.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=606 english187 female ['iowa,', 'usa'] "english +(eng)" ['none'] ['42,', 'female', ''] 0.0 naturalistic ['usa'] 42.0 42.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=611 english188 male ['scotland,', 'uk'] "english +(eng)" ['none'] ['35,', 'male', ''] 0.0 naturalistic ['uk'] 35.0 35.0 uk +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=617 english189 male ['dakota,', 'usa'] "english +(eng)" ['none'] ['19,', 'male', ''] 0.0 naturalistic ['usa'] 19.0 19.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=618 english190 male ['illinois,', 'usa'] "english +(eng)" ['spanish', 'koine', 'greek', ''] ['27,', 'male', ''] 0.0 naturalistic ['usa'] 28.0 27.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=631 english191 male ['mexico,', 'usa'] "english +(eng)" ['mandarin', 'russian', 'german', ''] ['19,', 'male', ''] 0.0 naturalistic ['usa'] 19.0 19.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=636 english192 female ['michigan,', 'usa'] "english +(eng)" ['none'] ['27,', 'female', ''] 0.0 naturalistic ['usa'] 27.0 27.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=637 english193 male ['hawaii,', 'usa'] "english +(eng)" ['none'] ['32,', 'male', ''] 0.0 naturalistic ['usa'] 32.0 32.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=638 english194 male ['england,', 'uk'] "english +(eng)" ['none'] ['19,', 'male', ''] 0.0 naturalistic ['uk'] 19.0 19.0 uk +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=639 english195 female ['wisconsin,', 'usa'] "english +(eng)" ['french', 'russian', 'german', 'norwegian', ''] ['21,', 'female', ''] 0.0 naturalistic ['usa'] 21.0 21.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=654 english196 female ['suva,', 'fiji'] "english +(eng)" ['fijian', 'hindi', 'french', ''] ['50,', 'female', ''] 0.0 naturalistic ['fiji,', 'usa'] 50.0 50.0 default +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=662 english197 male ['iowa,', 'usa'] "english +(eng)" ['none'] ['22,', 'male', ''] 0.0 naturalistic ['usa'] 22.0 22.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=663 english198 male ['columbia,', 'usa'] "english +(eng)" ['none'] ['56,', 'male', ''] 0.0 naturalistic ['usa'] 56.0 56.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=664 english199 male ['york,', 'usa'] "english +(eng)" ['none'] ['25,', 'male', ''] 0.0 naturalistic ['usa'] 25.0 25.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=667 english200 female ['california,', 'usa'] "english +(eng)" ['spanish', ''] ['22,', 'female', ''] 0.0 naturalistic ['usa'] 22.0 22.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=668 english201 female ['michigan,', 'usa'] "english +(eng)" ['polish', ''] ['26,', 'female', ''] 0.0 naturalistic ['usa'] 26.0 26.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=673 english202 male ['maryland,', 'usa'] "english +(eng)" ['esperanto', ''] ['19,', 'male', ''] 0.0 naturalistic ['usa'] 19.0 19.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=674 english203 female ['massachusetts,', 'usa'] "english +(eng)" ['german', 'french', ''] ['63,', 'female', ''] 0.0 naturalistic ['usa'] 31.0 63.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=678 english204 male ['illinois,', 'usa'] "english +(eng)" ['french', 'german', ''] ['53,', 'male', ''] 0.0 naturalistic ['usa'] 49.0 53.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=679 english205 female ['minnesota,', 'usa'] "english +(eng)" ['none'] ['45,', 'female', ''] 0.0 naturalistic ['usa'] 45.0 45.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=680 english206 female ['england,', 'uk'] "english +(eng)" ['slovenian', ''] ['35,', 'female', ''] 0.0 naturalistic ['uk'] 35.0 35.0 uk +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=684 english207 female ['pennsylvania,', 'usa'] "english +(eng)" ['spanish', ''] ['23,', 'female', ''] 0.0 naturalistic ['usa'] 23.0 23.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=695 english208 male ['dc,', 'usa'] "english +(eng)" ['none'] ['46,', 'male', ''] 0.0 naturalistic ['usa'] 29.0 46.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=702 english209 female ['and', 'barbuda'] "english +(eng)" ['antigua', 'and', 'barbuda', 'creole', 'english', 'french', ''] ['28,', 'female', ''] 0.0 naturalistic ['antigua', 'and', 'barbuda,', 'usa'] 28.0 28.0 default +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=705 english210 female ['scotia,', 'canada'] "english +(eng)" ['french', ''] ['23,', 'female', ''] 0.0 naturalistic ['canada'] 23.0 23.0 canada +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=720 english211 male ['massachusetts,', 'usa'] "english +(eng)" ['none'] ['30,', 'male', ''] 0.0 naturalistic ['usa'] 30.0 30.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=729 english212 male ['carolina,', 'usa'] "english +(eng)" ['none'] ['24,', 'male', ''] 0.0 naturalistic ['usa'] 24.0 24.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=734 english213 male ['kansas,', 'usa'] "english +(eng)" ['none'] ['38,', 'male', ''] 0.0 naturalistic ['usa'] 38.0 38.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=737 english214 male ['carolina,', 'usa'] "english +(eng)" ['spanish', ''] ['26,', 'male', ''] 0.0 naturalistic ['usa'] 26.0 26.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=738 english215 male ['warwickshire,', 'uk'] "english +(eng)" ['spanish', 'italian', 'yiddish', ''] ['20,', 'male', ''] 0.0 naturalistic ['uk,', 'ireland,', 'usa'] 20.0 20.0 uk +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=739 english216 female ['illinois,', 'usa'] "english +(eng)" ['spanish', ''] ['48,', 'female', ''] 0.0 naturalistic ['usa'] 48.0 48.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=740 english217 male ['middlesex,', 'uk'] "english +(eng)" ['french', 'german', 'spanish', 'italian', 'japanese', ''] ['66,', 'male', ''] 0.0 naturalistic ['uk,', 'usa'] 66.0 66.0 uk +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=747 english218 female ['virginia,', 'usa'] "english +(eng)" ['latin', 'spanish', ''] ['27,', 'female', ''] 0.0 naturalistic ['usa'] 27.0 27.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=748 english219 female ['california,', 'usa'] "english +(eng)" ['spanish', ''] ['38,', 'female', ''] 0.0 naturalistic ['usa'] 38.0 38.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=749 english220 female ['california,', 'usa'] "english +(eng)" ['none'] ['18,', 'female', ''] 0.0 naturalistic ['usa'] 18.0 18.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=754 english221 male ['london,', 'uk'] "english +(eng)" ['yoruba', ''] ['45,', 'male', ''] 0.0 naturalistic ['uk,', 'australia,', 'usa'] 45.0 45.0 uk +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=764 english222 female ['indiana,', 'usa'] "english +(eng)" ['none'] ['18,', 'female', ''] 0.0 naturalistic ['usa'] 18.0 18.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=767 english223 male ['pennsylvania,', 'usa'] "english +(eng)" ['none'] ['18,', 'male', ''] 0.0 naturalistic ['usa'] 18.0 18.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=768 english224 male ['bridgetown,', 'barbados'] "english +(eng)" ['spanish', 'french', ''] ['20,', 'male', ''] 0.0 naturalistic ['barbados'] 20.0 20.0 default 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['french', ''] ['25,', 'male', ''] 0.0 naturalistic ['usa'] 25.0 25.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=776 english230 male ['tasmania,', 'australia'] "english +(eng)" ['none'] ['35,', 'male', ''] 0.0 naturalistic ['australia'] 35.0 35.0 australia +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=791 english231 male ['florida,', 'usa'] "english +(eng)" ['spanish', ''] ['22,', 'male', ''] 0.0 naturalistic ['usa'] 22.0 22.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=798 english232 female ['louisiana,', 'usa'] "english +(eng)" ['italian', 'spanish', ''] ['32,', 'female', ''] 0.0 naturalistic ['usa'] 32.0 32.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=793 english233 female ['alberta,', 'canada'] "english +(eng)" ['french', ''] ['26,', 'female', ''] 0.0 naturalistic ['canada'] 26.0 26.0 canada +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=794 english234 male ['indiana,', 'usa'] "english +(eng)" ['portuguese', 'spanish', 'american', 'sign', 'language', ''] ['49,', 'male', ''] 0.0 naturalistic ['usa'] 49.0 49.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=795 english235 female ['virginia,', 'usa'] "english +(eng)" ['spanish', ''] ['52,', 'female', ''] 0.0 naturalistic ['usa'] 52.0 52.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=799 english236 male ['illinois,', 'usa'] "english +(eng)" ['german', 'french', ''] ['44,', 'male', ''] 0.0 naturalistic ['usa'] 34.0 44.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=801 english237 female ['ohio,', 'usa'] "english +(eng)" ['spanish', ''] ['22,', 'female', ''] 0.0 naturalistic ['usa'] 22.0 22.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=802 english238 female ['columbia,', 'canada'] "english +(eng)" ['german', 'french', 'japanese', ''] ['21,', 'female', ''] 0.0 naturalistic ['canada'] 21.0 21.0 canada +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=803 english239 male ['kobbe,', 'panama'] "english +(eng)" ['japanese', 'punjabi', ''] ['19,', 'male', ''] 0.0 naturalistic ['usa'] 18.0 19.0 default +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=815 english240 male ['ontario,', 'canada'] "english +(eng)" ['french', ''] ['26,', 'male', ''] 0.0 naturalistic ['canada'] 26.0 26.0 canada +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=817 english241 female ['new', 'zealand'] "english +(eng)" ['italian', 'portuguese', ''] ['52,', 'female', ''] 0.0 naturalistic ['new', 'zealand'] 29.0 52.0 default +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=818 english242 female ['mississippi,', 'usa'] "english +(eng)" ['none'] ['77,', 'female', ''] 0.0 naturalistic ['usa'] 77.0 77.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=820 english243 male ['brunswick,', 'canada'] "english +(eng)" ['french', ''] ['27,', 'male', ''] 0.0 naturalistic ['canada'] 27.0 27.0 canada +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=821 english244 male ['california,', 'usa'] "english +(eng)" ['spanish', ''] ['23,', 'male', ''] 0.0 naturalistic ['usa'] 13.0 23.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=824 english245 male ['pennsylvania,', 'usa'] "english +(eng)" ['japanese', 'spanish', ''] ['25,', 'male', ''] 0.0 naturalistic ['usa'] 22.0 25.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=825 english246 male ['california,', 'usa'] "english +(eng)" ['none'] ['32,', 'male', ''] 0.0 naturalistic ['usa'] 32.0 32.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=835 english247 male ['columbia,', 'canada'] "english +(eng)" ['japanese', ''] ['33,', 'male', ''] 0.0 naturalistic ['canada'] 25.0 33.0 canada 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'female', ''] 0.0 naturalistic ['usa'] 25.0 25.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=857 english253 male ['dublin,', 'ireland'] "english +(eng)" ['gaelic', 'french', ''] ['21,', 'male', ''] 0.0 naturalistic ['ireland'] 21.0 21.0 default +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=858 english254 male ['oregon,', 'usa'] "english +(eng)" ['spanish', ''] ['39,', 'male', ''] 0.0 naturalistic ['usa'] 39.0 39.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=859 english255 female ['new', 'zealand'] "english +(eng)" ['cantonese', 'japanese', ''] ['24,', 'female', ''] 0.0 naturalistic ['new', 'zealand'] 24.0 24.0 default +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=861 english256 male ['carolina,', 'usa'] "english +(eng)" ['none'] ['23,', 'male', ''] 0.0 naturalistic ['usa'] 23.0 23.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=863 english257 male ['california,', 'usa'] "english +(eng)" ['none'] ['24,', 'male', ''] 0.0 naturalistic ['usa'] 24.0 24.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=869 english258 male ['kilkenny,', 'ireland'] "english +(eng)" ['irish', 'french', 'german', 'dutch', 'spanish', ''] ['24,', 'male', ''] 0.0 naturalistic ['ireland'] 23.0 24.0 default +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=870 english259 male ['singapore,', 'singapore'] "english +(eng)" ['mandarin', 'cantonese', 'hokkien', ''] ['23,', 'male', ''] 0.0 naturalistic ['singapore'] 23.0 23.0 default +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=871 english260 female ['arizona,', 'usa'] "english +(eng)" ['none'] ['18,', 'female', ''] 0.0 naturalistic ['usa'] 18.0 18.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=875 english261 female ['maryland,', 'usa'] "english +(eng)" ['spanish', ''] ['59,', 'female', ''] 0.0 naturalistic ['usa'] 59.0 59.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=876 english262 male ['maryland,', 'usa'] "english +(eng)" ['german', ''] ['60,', 'male', ''] 0.0 naturalistic ['usa'] 60.0 60.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=884 english263 male ['illinois,', 'usa'] "english +(eng)" ['spanish', ''] ['21,', 'male', ''] 0.0 naturalistic ['usa'] 21.0 21.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=889 english264 male ['california,', 'usa'] "english +(eng)" ['french', 'german', ''] ['21,', 'male', ''] 0.0 naturalistic ['usa'] 21.0 21.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=890 english265 male ['washington,', 'usa'] "english +(eng)" ['korean', 'german', ''] ['31,', 'male', ''] 0.0 naturalistic ['usa'] 27.0 31.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=899 english266 male ['california,', 'usa'] "english +(eng)" ['french', 'spanish', ''] ['18,', 'male', ''] 0.0 ['usa'] 18.0 18.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=900 english267 male ['leeds,', 'uk'] "english +(eng)" ['french', ''] ['66,', 'male', ''] 0.0 naturalistic ['uk'] 66.0 66.0 uk +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=901 english268 female ['leeds,', 'uk'] "english +(eng)" ['french', 'german', ''] ['67,', 'female', ''] 0.0 naturalistic ['uk'] 67.0 67.0 uk +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=902 english269 female ['adelaide,', 'australia'] "english +(eng)" ['french', ''] ['22,', 'female', ''] 0.0 naturalistic ['australia,', 'uk,', 'usa'] 22.0 22.0 australia +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=903 english270 male ['south', 'africa'] "english +(eng)" ['afrikaans', 'french', ''] ['29,', 'male', ''] 0.0 naturalistic ['south', 'africa'] 29.0 29.0 default +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=904 english271 female ['south', 'africa'] "english +(eng)" ['afrikaans', 'french', ''] ['32,', 'female', ''] 0.0 naturalistic ['south', 'africa'] 32.0 32.0 default +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=905 english272 male ['texas,', 'usa'] "english +(eng)" ['spanish', ''] ['20,', 'male', ''] 0.0 naturalistic ['usa'] 20.0 20.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=907 english273 male ['pennsylvania,', 'usa'] "english +(eng)" ['german', ''] ['46,', 'male', ''] 0.0 naturalistic ['usa'] 46.0 46.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=909 english274 female ['sydney,', 'australia'] "english +(eng)" ['hokkien', 'mandarin', ''] ['25,', 'female', ''] 0.0 naturalistic ['australia'] 25.0 25.0 australia +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=912 english275 female ['jersey,', 'usa'] "english +(eng)" ['none'] ['20,', 'female', ''] 0.0 naturalistic ['usa'] 20.0 20.0 usa 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naturalistic ['isle', 'of', 'man'] 19.0 19.0 default +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=937 english281 male ['minnesota,', 'usa'] "english +(eng)" ['french', ''] ['23,', 'male', ''] 0.0 naturalistic ['usa'] 23.0 23.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=939 english282 male ['florida,', 'usa'] "english +(eng)" ['none'] ['20,', 'male', ''] 0.0 naturalistic ['usa'] 20.0 20.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=951 english283 male ['york,', 'usa'] "english +(eng)" ['spanish', ''] ['18,', 'male', ''] 0.0 naturalistic ['usa'] 18.0 18.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=952 english284 male ['florida,', 'usa'] "english +(eng)" ['spanish', ''] ['33,', 'male', ''] 0.0 naturalistic ['usa'] 33.0 33.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=961 english285 male ['melbourne,', 'australia'] "english +(eng)" ['none'] ['50,', 'male', ''] 0.0 naturalistic ['australia,', 'hong', 'kong,', 'usa'] 50.0 50.0 australia +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=977 english286 female ['texas,', 'usa'] "english +(eng)" ['french', 'latin', 'hebrew', 'spanish', ''] ['21,', 'female', ''] 0.0 naturalistic ['usa'] 21.0 21.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=981 english287 female ['singapore,', 'singapore'] "english +(eng)" ['cantonese', 'mandarin', 'japanese', ''] ['27,', 'female', ''] 0.0 naturalistic ['singapore'] 27.0 27.0 default +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=982 english288 female ['missouri,', 'usa'] "english +(eng)" ['none'] ['26,', 'female', ''] 0.0 naturalistic ['usa'] 26.0 26.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=983 english289 female ['virginia,', 'usa'] "english +(eng)" ['italian', 'spanish', 'latin', 'french', ''] ['19,', 'female', ''] 0.0 naturalistic ['usa'] 19.0 19.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=986 english290 male ['georgia,', 'usa'] "english +(eng)" ['none'] ['20,', 'male', ''] 0.0 naturalistic ['usa'] 20.0 20.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1026 english291 male ['city,', 'belize'] "english +(eng)" ['spanish', 'creole', 'dutch', ''] ['18,', 'male', ''] 0.0 naturalistic ['belize,', 'usa'] 18.0 18.0 default +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1051 english292 male ['missouri,', 'usa'] "english +(eng)" ['none'] ['38,', 'male', ''] 0.0 naturalistic ['usa'] 38.0 38.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1052 english293 female ['montana,', 'usa'] "english +(eng)" ['none'] ['22,', 'female', ''] 0.0 naturalistic ['usa'] 22.0 22.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1060 english294 female ['naracoorte,', 'australia'] "english +(eng)" ['indonesian', 'french', ''] ['19,', 'female', ''] 0.0 naturalistic ['australia,', 'usa'] 19.0 19.0 australia +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1067 english295 male ['alberta,', 'canada'] "english +(eng)" ['french', 'german', 'italian', ''] ['25,', 'male', ''] 0.0 naturalistic ['canada'] 25.0 25.0 canada +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1070 english296 female ['alberta,', 'canada'] "english +(eng)" ['french', ''] ['18,', 'female', ''] 0.0 naturalistic ['canada'] 18.0 18.0 canada +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1071 english297 male ['york,', 'usa'] "english +(eng)" ['german', ''] ['19,', 'male', ''] 0.0 naturalistic ['usa'] 19.0 19.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1072 english298 male ['wales,', 'australia'] "english +(eng)" ['none'] ['22,', 'male', ''] 0.0 naturalistic ['australia'] 22.0 22.0 australia 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'female', ''] 0.0 naturalistic ['usa'] 45.0 45.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1088 english304 female ['clare,', 'ireland'] "english +(eng)" ['irish', 'french', ''] ['20,', 'female', ''] 0.0 naturalistic ['ireland'] 20.0 20.0 default +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1094 english305 female ['paz,', 'bolivia'] "english +(eng)" ['arabic', 'spanish', ''] ['24,', 'female', ''] 0.0 naturalistic ['uk,', 'usa'] 7.0 24.0 default +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1093 english306 female ['london,', 'uk'] "english +(eng)" ['none'] ['24,', 'female', ''] 0.0 naturalistic ['uk,', 'usa'] 24.0 24.0 uk +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1100 english307 male ['va,', 'usa'] "english +(eng)" ['spanish', ''] ['48,', 'male', ''] 0.0 naturalistic ['usa,', 'new', 'zealand'] 48.0 48.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1101 english308 male ['wales,', 'uk'] "english +(eng)" ['welsh', ''] ['34,', 'male', ''] 0.0 naturalistic ['uk,', 'new', 'zealand'] 34.0 34.0 uk +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1105 english309 female ['new', 'zealand'] "english +(eng)" ['german', 'french', 'maori', 'japanese', ''] ['44,', 'female', ''] 0.0 naturalistic ['new', 'zealand'] 44.0 44.0 default +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1108 english310 female ['oxford,', 'uk'] "english +(eng)" ['punjabi', ''] ['37,', 'female', ''] 0.0 naturalistic ['uk,', 'usa'] 22.0 37.0 uk +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1110 english311 female ['michigan,', 'usa'] "english +(eng)" ['none'] ['38,', 'female', ''] 0.0 naturalistic ['usa'] 38.0 38.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1113 english312 female ['alberta,', 'canada'] "english +(eng)" ['french', ''] ['40,', 'female', ''] 0.0 naturalistic ['canada'] 40.0 40.0 canada +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1119 english313 male ['maryland,', 'usa'] "english +(eng)" ['spanish', ''] ['28,', 'male', ''] 0.0 naturalistic ['usa'] 28.0 28.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1120 english314 female ['tennessee,', 'usa'] "english +(eng)" ['french', ''] ['26,', 'female', ''] 0.0 naturalistic ['usa'] 26.0 26.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1121 english315 male ['california,', 'usa'] "english +(eng)" ['none'] ['25,', 'male', ''] 0.0 naturalistic ['usa'] 25.0 25.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1122 english316 male ['california,', 'usa'] "english +(eng)" ['none'] ['33,', 'male', ''] 0.0 naturalistic ['usa'] 33.0 33.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1132 english317 male ['vermont,', 'usa'] "english +(eng)" ['none'] ['26,', 'male', ''] 0.0 naturalistic ['usa'] 26.0 26.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1137 english318 male ['ontario,', 'canada'] "english +(eng)" ['none'] ['46,', 'male', ''] 0.0 naturalistic ['canada'] 46.0 46.0 canada +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1138 english319 male ['lincolnshire,', 'uk'] "english +(eng)" ['none'] ['29,', 'male', ''] 0.0 naturalistic ['uk'] 29.0 29.0 uk +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1162 english320 female ['county,', 'liberia'] "english +(eng)" ['grebo', ''] ['59,', 'female', ''] 0.0 naturalistic ['liberia,', 'usa'] 59.0 59.0 default +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1163 english321 male ['york,', 'usa'] "english +(eng)" ['yiddish', 'french', 'hebrew', ''] ['52,', 'male', ''] 0.0 naturalistic ['usa'] 52.0 52.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1172 english322 male ['saskatchewan,', 'canada'] "english +(eng)" ['none'] ['29,', 'male', ''] 0.0 naturalistic ['canada'] 29.0 29.0 canada +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1173 english323 female ['saskatchewan,', 'canada'] "english +(eng)" ['none'] ['31,', 'female', ''] 0.0 naturalistic ['canada'] 31.0 31.0 canada +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1174 english324 male ['ontario,', 'canada'] "english +(eng)" ['french', ''] ['28,', 'male', ''] 0.0 naturalistic ['canada'] 28.0 28.0 canada +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1176 english325 male ['pennsylvania,', 'usa'] "english +(eng)" ['italian', ''] ['32,', 'male', ''] 0.0 naturalistic ['usa'] 32.0 32.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1188 english326 male ['ohio,', 'usa'] "english +(eng)" ['none'] ['53,', 'male', ''] 0.0 naturalistic ['usa'] 50.0 53.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1205 english327 male ['florida,', 'usa'] "english +(eng)" ['none'] ['27,', 'male', ''] 0.0 naturalistic ['usa'] 27.0 27.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1206 english328 female ['florida,', 'usa'] "english +(eng)" ['thai', ''] ['23,', 'female', ''] 0.0 naturalistic ['usa'] 23.0 23.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1207 english329 female ['idaho,', 'usa'] "english +(eng)" ['french', ''] ['21,', 'female', ''] 0.0 naturalistic ['usa'] 19.0 21.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1208 english330 female ['georgia,', 'usa'] "english +(eng)" ['french', ''] ['18,', 'female', ''] 0.0 naturalistic ['usa'] 18.0 18.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1209 english331 female ['perth,', 'australia'] "english +(eng)" ['none'] ['28,', 'female', ''] 0.0 naturalistic ['australia'] 28.0 28.0 australia +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1212 english332 female ['maryland,', 'usa'] "english +(eng)" ['none'] ['20,', 'female', ''] 0.0 naturalistic ['usa'] 20.0 20.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1214 english333 female ['washington,', 'usa'] "english +(eng)" ['none'] ['32,', 'female', ''] 0.0 naturalistic ['usa'] 29.0 32.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1215 english334 female ['england,', 'uk'] "english +(eng)" ['none'] ['18,', 'female', ''] 0.0 naturalistic ['uk'] 18.0 18.0 uk +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1216 english335 male ['columbia,', 'usa'] "english +(eng)" ['none'] ['6,', 'male', ''] 0.0 naturalistic ['usa'] 6.0 6.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1217 english336 female ['maryland,', 'usa'] "english +(eng)" ['none'] ['46,', 'female', ''] 0.0 naturalistic ['usa'] 44.0 46.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1218 english337 female ['jersey,', 'usa'] "english +(eng)" ['none'] ['84,', 'female', ''] 0.0 naturalistic ['usa,', 'canada'] 84.0 84.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1219 english338 female ['sydney,', 'australia'] "english +(eng)" ['french', ''] ['53,', 'female', ''] 0.0 naturalistic ['australia,', 'canada'] 53.0 53.0 australia +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1220 english339 male ['illinois,', 'usa'] "english +(eng)" ['none'] ['54,', 'male', ''] 0.0 naturalistic ['usa,', 'canada'] 54.0 54.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1222 english340 male ['virginia,', 'usa'] "english +(eng)" ['none'] ['19,', 'male', ''] 0.0 naturalistic ['usa'] 19.0 19.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1224 english341 female ['york,', 'usa'] "english +(eng)" ['german', ''] ['23,', 'female', ''] 0.0 naturalistic ['usa'] 23.0 23.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1225 english342 male ['missouri,', 'usa'] "english +(eng)" ['none'] ['33,', 'male', ''] 0.0 naturalistic ['usa'] 33.0 33.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1226 english343 male ['maine,', 'usa'] "english +(eng)" ['german', 'spanish', ''] ['23,', 'male', ''] 0.0 naturalistic ['usa'] 23.0 23.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1232 english344 female ['carolina,', 'usa'] "english +(eng)" ['french', 'spanish', ''] ['19,', 'female', ''] 0.0 naturalistic ['usa'] 19.0 19.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1233 english345 male ['missouri,', 'usa'] "english +(eng)" ['spanish', ''] ['20,', 'male', ''] 0.0 naturalistic ['usa'] 20.0 20.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1235 english346 male ['connecticut,', 'usa'] "english +(eng)" ['french', ''] ['60,', 'male', ''] 0.0 naturalistic ['usa'] 60.0 60.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1236 english347 female ['minnesota,', 'usa'] "english +(eng)" ['spanish', ''] ['22,', 'female', ''] 0.0 naturalistic ['usa'] 22.0 22.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1237 english348 female ['pinas,', 'philippines'] "english +(eng)" ['tagalog', ''] ['20,', 'female', ''] 0.0 naturalistic ['philippines'] 20.0 20.0 default +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1239 english349 female ['virginia,', 'usa'] "english +(eng)" ['none'] ['24,', 'female', ''] 0.0 naturalistic ['usa'] 24.0 24.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1241 english350 female ['staffordshire,', 'uk'] "english +(eng)" ['none'] ['18,', 'female', ''] 0.0 naturalistic ['uk'] 18.0 18.0 uk +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1242 english351 male ['missouri,', 'usa'] "english +(eng)" ['none'] ['37,', 'male', ''] 0.0 naturalistic ['usa'] 37.0 37.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1243 english352 male ['singapore,', 'singapore'] "english +(eng)" ['mandarin', 'hokkien', 'cantonese', 'hainanese', ''] ['25,', 'male', ''] 0.0 naturalistic ['singapore'] 25.0 25.0 default +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1246 english353 male ['saskatchewan,', 'canada'] "english +(eng)" ['french', ''] ['18,', 'male', ''] 0.0 naturalistic ['canada'] 18.0 18.0 canada +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1250 english354 female ['new', 'zealand'] "english +(eng)" ['maori', 'french', 'german', ''] ['23,', 'female', ''] 0.0 naturalistic ['new', 'zealand,', 'ireland,', 'uk,', 'usa'] 22.0 23.0 default +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1256 english355 male ['california,', 'usa'] "english +(eng)" ['vietnamese', ''] ['19,', 'male', ''] 0.0 naturalistic ['usa'] 19.0 19.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1257 english356 female ['manitoba,', 'canada'] "english +(eng)" ['none'] ['23,', 'female', ''] 0.0 naturalistic ['canada'] 23.0 23.0 canada +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1258 english357 male ['georgia,', 'usa'] "english +(eng)" ['german', ''] ['24,', 'male', ''] 0.0 naturalistic ['usa'] 24.0 24.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1259 english358 male ['brunswick,', 'canada'] "english +(eng)" ['none'] ['19,', 'male', ''] 0.0 naturalistic ['canada'] 19.0 19.0 canada +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1276 english359 male ['brunswick,', 'canada'] "english +(eng)" ['french', 'latin', 'german', 'italian', 'spanish', ''] ['32,', 'male', ''] 0.0 naturalistic ['canada,', 'usa'] 32.0 32.0 canada +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1277 english360 female ['pennsylvania,', 'usa'] "english +(eng)" ['hebrew', ''] ['19,', 'female', ''] 0.0 naturalistic ['usa'] 19.0 19.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1280 english361 female ['minnesota,', 'usa'] "english +(eng)" ['spanish', 'chinese', ''] ['20,', 'female', ''] 0.0 naturalistic ['usa'] 20.0 20.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1281 english362 male ['cork,', 'ireland'] "english +(eng)" ['irish', ''] ['21,', 'male', ''] 0.0 naturalistic ['ireland'] 21.0 21.0 default +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1287 english363 male ['donington,', 'uk'] "english +(eng)" ['none'] ['20,', 'male', ''] 0.0 naturalistic ['uk'] 20.0 20.0 uk +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1288 english364 female ['sydney,', 'australia'] "english +(eng)" ['french', 'tagalog', ''] ['28,', 'female', ''] 0.0 naturalistic ['australia'] 24.0 28.0 australia +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1292 english365 male ['oxford,', 'uk'] "english +(eng)" ['french', ''] ['52,', 'male', ''] 0.0 naturalistic ['uk'] 52.0 52.0 uk +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1293 english366 female ['bournesmouth,', 'uk'] "english +(eng)" ['none'] ['25,', 'female', ''] 0.0 naturalistic ['uk'] 25.0 25.0 uk +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1294 english367 female ['birkenhead,', 'uk'] "english +(eng)" ['french', 'russian', ''] ['25,', 'female', ''] 0.0 naturalistic ['uk'] 23.0 25.0 uk +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1295 english368 male ['strattford-on-avon,', 'uk'] "english +(eng)" ['french', 'german', ''] ['43,', 'male', ''] 0.0 naturalistic ['uk,', 'singapore'] 43.0 43.0 uk +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1297 english369 male ['oregon,', 'usa'] "english +(eng)" ['spanish', ''] ['27,', 'male', ''] 0.0 naturalistic ['usa'] 27.0 27.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1302 english370 male ['pondicherry,', 'india'] "english +(eng)" ['french', 'tamil', ''] ['22,', 'male', ''] 0.0 naturalistic ['canada,', 'ireland'] 16.0 22.0 default +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1303 english371 female ['colorado,', 'usa'] "english +(eng)" ['french', ''] ['27,', 'female', ''] 0.0 naturalistic ['usa,', 'canada'] 27.0 27.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1307 english372 male ['virginia,', 'usa'] "english +(eng)" ['none'] ['80,', 'male', ''] 0.0 naturalistic ['usa'] 80.0 80.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1308 english373 male ['kentucky,', 'usa'] "english +(eng)" ['none'] ['22,', 'male', ''] 0.0 naturalistic ['usa'] 22.0 22.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1310 english374 male ['wales,', 'uk'] "english +(eng)" ['welsh', ''] ['36,', 'male', ''] 0.0 naturalistic ['uk'] 36.0 36.0 uk +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1312 english375 male ['connecticut,', 'usa'] "english +(eng)" ['spanish', ''] ['28,', 'male', ''] 0.0 naturalistic ['usa,', 'uk'] 28.0 28.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1315 english376 male ['california,', 'usa'] "english +(eng)" ['none'] ['46,', 'male', ''] 0.0 naturalistic ['usa'] 46.0 46.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1319 english377 female ['michigan,', 'usa'] "english +(eng)" ['none'] ['32,', 'female', ''] 0.0 naturalistic ['usa'] 32.0 32.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1320 english378 female ['maryland,', 'usa'] "english +(eng)" ['none'] ['38,', 'female', ''] 0.0 naturalistic ['usa'] 38.0 38.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1321 english379 male ['jersey,', 'usa'] "english +(eng)" ['none'] ['43,', 'male', ''] 0.0 naturalistic ['usa'] 43.0 43.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1323 english380 female ['virginia,', 'usa'] "english +(eng)" ['spanish', 'french', ''] ['34,', 'female', ''] 0.0 naturalistic ['usa'] 33.0 34.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1324 english381 male ['kentucky,', 'usa'] "english +(eng)" ['none'] ['85,', 'male', ''] 0.0 naturalistic ['usa'] 85.0 85.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1325 english382 male ['virginia,', 'usa'] "english +(eng)" ['none'] ['34,', 'male', ''] 0.0 naturalistic ['usa'] 29.0 34.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1326 english383 female ['columbia,', 'usa'] "english +(eng)" ['none'] ['32,', 'female', ''] 0.0 naturalistic ['usa'] 22.0 32.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1327 english384 male ['virginia,', 'usa'] "english +(eng)" ['none'] ['57,', 'male', ''] 0.0 naturalistic ['usa'] 57.0 57.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1328 english385 female ['kentucky,', 'usa'] "english +(eng)" ['none'] ['77,', 'female', ''] 0.0 naturalistic ['usa'] 77.0 77.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1330 english386 female ['california,', 'usa'] "english +(eng)" ['spanish', ''] ['56,', 'female', ''] 0.0 naturalistic ['usa'] 56.0 56.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1331 english387 female ['california,', 'usa'] "english +(eng)" ['spanish', ''] ['21,', 'female', ''] 0.0 naturalistic ['usa'] 21.0 21.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1332 english388 female ['virginia,', 'usa'] "english +(eng)" ['none'] ['70,', 'female', ''] 0.0 naturalistic ['usa'] 70.0 70.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1333 english389 female ['virginia,', 'usa'] "english +(eng)" ['none'] ['71,', 'female', ''] 0.0 naturalistic ['usa'] 71.0 71.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1334 english390 male ['wisconsin,', 'usa'] "english +(eng)" ['mandarin', 'taiwanese', ''] ['74,', 'male', ''] 0.0 naturalistic ['usa'] 67.0 74.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1335 english391 female ['florida,', 'usa'] "english +(eng)" ['none'] ['84,', 'female', ''] 0.0 naturalistic ['usa'] 84.0 84.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1336 english392 male ['virginia,', 'usa'] "english +(eng)" ['none'] ['62,', 'male', ''] 0.0 naturalistic ['usa'] 62.0 62.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1337 english393 female ['columbia,', 'usa'] "english +(eng)" ['french', ''] ['58,', 'female', ''] 0.0 naturalistic ['usa'] 58.0 58.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1339 english394 female ['carolina,', 'usa'] "english +(eng)" ['none'] ['82,', 'female', ''] 0.0 naturalistic ['usa'] 82.0 82.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1340 english395 male ['virginia,', 'usa'] "english +(eng)" ['none'] ['39,', 'male', ''] 0.0 naturalistic ['usa'] 39.0 39.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1341 english396 female ['virginia,', 'usa'] "english +(eng)" ['none'] ['48,', 'female', ''] 0.0 naturalistic ['usa'] 48.0 48.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1342 english397 female ['carolina,', 'usa'] "english +(eng)" ['none'] ['76,', 'female', ''] 0.0 naturalistic ['usa'] 76.0 76.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1343 english398 female ['carolina,', 'usa'] "english +(eng)" ['none'] ['83,', 'female', ''] 0.0 naturalistic ['usa'] 83.0 83.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1345 english399 female ['georgia,', 'usa'] "english +(eng)" ['none'] ['80,', 'female', ''] 0.0 naturalistic ['usa'] 80.0 80.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1348 english400 female ['wight,', 'uk'] "english +(eng)" ['none'] ['59,', 'female', ''] 0.0 naturalistic ['canada'] 55.0 59.0 uk +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1349 english401 male ['lucerne,', 'switzerland'] "english +(eng)" ['none'] ['26,', 'male', ''] 0.0 naturalistic ['australia'] 26.0 26.0 default +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1350 english402 female ['canberra,', 'australia'] "english +(eng)" ['none'] ['26,', 'female', ''] 0.0 naturalistic ['australia'] 26.0 26.0 australia +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1351 english403 female ['sydney,', 'australia'] "english +(eng)" ['none'] ['29,', 'female', ''] 0.0 naturalistic ['australia'] 29.0 29.0 australia +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1352 english404 male ['windsor,', 'australia'] "english +(eng)" ['italian', 'japanese', ''] ['29,', 'male', ''] 0.0 naturalistic ['australia'] 29.0 29.0 australia +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1353 english405 female ['geelong,', 'australia'] "english +(eng)" ['german', 'indonesian', ''] ['32,', 'female', ''] 0.0 naturalistic ['australia,', 'usa'] 30.0 32.0 australia +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1358 english406 female ['florida,', 'usa'] "english +(eng)" ['none'] ['24,', 'female', ''] 0.0 naturalistic ['usa'] 24.0 24.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1360 english407 male ['ontario,', 'canada'] "english +(eng)" ['maltese', ''] ['47,', 'male', ''] 0.0 naturalistic ['canada'] 47.0 47.0 canada 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''] ['31,', 'female', ''] 0.0 naturalistic ['usa'] 25.0 31.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1373 english413 female ['england,', 'uk'] "english +(eng)" ['none'] ['20,', 'female', ''] 0.0 naturalistic ['uk'] 20.0 20.0 uk +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1374 english414 female ['island,', 'usa'] "english +(eng)" ['none'] ['30,', 'female', ''] 0.0 naturalistic ['usa'] 30.0 30.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1375 english415 male ['island,', 'usa'] "english +(eng)" ['none'] ['32,', 'male', ''] 0.0 naturalistic ['usa'] 32.0 32.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1377 english416 male ['sydney,', 'australia'] "english +(eng)" ['portuguese', ''] ['34,', 'male', ''] 0.0 naturalistic ['australia,', 'usa'] 20.0 34.0 australia +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1380 english417 female ['wales,', 'uk'] "english +(eng)" ['german', ''] ['20,', 'female', ''] 0.0 naturalistic ['uk'] 20.0 20.0 uk +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1384 english418 male ['arlington,', 'virginia'] "english +(eng)" ['none'] ['29,', 'male', ''] 0.0 naturalistic ['usa'] 29.0 29.0 default +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1385 english419 male ['ohio,', 'usa'] "english +(eng)" ['german', 'gaelic', ''] ['27,', 'male', ''] 0.0 naturalistic ['usa'] 27.0 27.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1387 english420 male ['new', 'zealand'] "english +(eng)" ['none'] ['21,', 'male', ''] 0.0 naturalistic ['new', 'zealand'] 21.0 21.0 default +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1388 english421 male ['landstuhl,', 'germany'] "english +(eng)" ['french', 'mandarin', ''] ['38,', 'male', ''] 0.0 naturalistic ['usa'] 25.0 38.0 default 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['usa'] 30.0 30.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1412 english427 female ['pennsylvania,', 'usa'] "english +(eng)" ['none'] ['68,', 'female', ''] 0.0 naturalistic ['usa'] 68.0 68.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1413 english428 female ['carolina,', 'usa'] "english +(eng)" ['none'] ['55,', 'female', ''] 0.0 naturalistic ['usa'] 55.0 55.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1416 english429 female ['pennsylvania,', 'usa'] "english +(eng)" ['german', ''] ['19,', 'female', ''] 0.0 naturalistic ['usa'] 19.0 19.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1419 english430 female ['melbourne,', 'australia'] "english +(eng)" ['none'] ['23,', 'female', ''] 0.0 naturalistic ['australia'] 23.0 23.0 australia +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1423 english431 female ['wisconsin,', 'usa'] "english +(eng)" ['german', ''] ['23,', 'female', ''] 0.0 naturalistic ['usa'] 23.0 23.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1428 english432 female ['dublin,', 'ireland'] "english +(eng)" ['french', 'spanish', ''] ['22,', 'female', ''] 0.0 naturalistic ['ireland'] 21.0 22.0 default +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1430 english433 female ['michigan,', 'usa'] "english +(eng)" ['none'] ['32,', 'female', ''] 0.0 naturalistic ['usa'] 32.0 32.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1469 english434 male ['kansas,', 'usa'] "english +(eng)" ['german', ''] ['24,', 'male', ''] 0.0 naturalistic ['usa'] 24.0 24.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1471 english435 female ['california,', 'usa'] "english +(eng)" ['japanese', ''] ['20,', 'female', ''] 0.0 naturalistic ['usa'] 17.0 20.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1475 english436 female ['the', 'bahamas'] "english +(eng)" ['none'] ['19,', 'female', ''] 0.0 naturalistic ['the', 'bahamas'] 19.0 19.0 default +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1477 english437 male ['ohio,', 'usa'] "english +(eng)" ['french', 'italian', ''] ['21,', 'male', ''] 0.0 naturalistic ['usa'] 21.0 21.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1492 english438 female ['texas,', 'usa'] "english +(eng)" ['none'] ['20,', 'female', ''] 0.0 naturalistic ['usa'] 20.0 20.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1493 english439 female ['columbia,', 'canada'] "english +(eng)" ['none'] ['18,', 'female', ''] 0.0 naturalistic ['canada'] 18.0 18.0 canada +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1502 english440 female ['scotland,', 'uk'] "english +(eng)" ['spanish', ''] ['22,', 'female', ''] 0.0 naturalistic ['scotland'] 22.0 22.0 uk 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naturalistic ['usa'] 59.0 60.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1533 english446 female ['minnesota,', 'usa'] "english +(eng)" ['none'] ['23,', 'female', ''] 0.0 naturalistic ['usa'] 23.0 23.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1534 english447 male ['connecticut,', 'usa'] "english +(eng)" ['french', ''] ['21,', 'male', ''] 0.0 naturalistic ['usa'] 21.0 21.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1536 english448 male ['scotland,', 'uk'] "english +(eng)" ['german', ''] ['20,', 'male', ''] 0.0 naturalistic ['uk'] 20.0 20.0 uk +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1538 english449 male ['vermont,', 'usa'] "english +(eng)" ['none'] ['27,', 'male', ''] 0.0 naturalistic ['usa'] 27.0 27.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1544 english450 male ['windsor,', 'uk'] "english +(eng)" ['french', 'german', ''] ['26,', 'male', ''] 0.0 naturalistic ['uk'] 26.0 26.0 uk +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1546 english451 male ['georgia,', 'usa'] "english +(eng)" ['russian', ''] ['44,', 'male', ''] 0.0 naturalistic ['usa'] 44.0 44.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1547 english452 male ['newcastle,', 'australia'] "english +(eng)" ['none'] ['24,', 'male', ''] 0.0 naturalistic ['australia'] 24.0 24.0 australia +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1548 english453 female ['illinois,', 'usa'] "english +(eng)" ['french', ''] ['21,', 'female', ''] 0.0 naturalistic ['usa'] 21.0 21.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1550 english454 female ['carolina,', 'usa'] "english +(eng)" ['spanish', ''] ['19,', 'female', ''] 0.0 naturalistic ['usa'] 19.0 19.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1552 english455 female ['dc,', 'usa'] "english +(eng)" ['spanish', ''] ['29,', 'female', ''] 0.0 naturalistic ['usa'] 29.0 29.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1554 english456 female ['leyland,', 'uk'] "english +(eng)" ['none'] ['37,', 'female', ''] 0.0 naturalistic ['uk'] 37.0 37.0 uk +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1555 english457 male ['york,', 'usa'] "english +(eng)" ['none'] ['43,', 'male', ''] 0.0 naturalistic ['usa'] 40.0 43.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1559 english458 female ['nevada,', 'usa'] "english +(eng)" ['japanese', ''] ['22,', 'female', ''] 0.0 naturalistic ['usa'] 22.0 22.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1560 english459 male ['carolina,', 'usa'] "english +(eng)" ['french', 'german', ''] ['19,', 'male', ''] 0.0 naturalistic ['usa'] 19.0 19.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1561 english460 female ['england,', 'uk'] "english +(eng)" ['german', ''] ['19,', 'female', ''] 0.0 naturalistic ['uk'] 19.0 19.0 uk +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1563 english461 female ['york,', 'usa'] "english +(eng)" ['none'] ['44,', 'female', ''] 0.0 naturalistic ['usa'] 44.0 44.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1564 english462 male ['kentucky,', 'usa'] "english +(eng)" ['german', ''] ['20,', 'male', ''] 0.0 naturalistic ['usa'] 20.0 20.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1571 english463 female ['york,', 'usa'] "english +(eng)" ['french', 'spanish', ''] ['53,', 'female', ''] 0.0 naturalistic ['usa'] 53.0 53.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1618 english464 male ['ontario,', 'canada'] "english +(eng)" ['german', 'french', ''] ['27,', 'male', ''] 0.0 naturalistic ['canada'] 24.0 27.0 canada +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1635 english465 male ['buckinghamshire,', 'uk'] "english +(eng)" ['french', 'spanish', 'mandarin', ''] ['20,', 'male', ''] 0.0 naturalistic ['uk'] 19.0 20.0 uk +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1637 english466 male ['maine,', 'usa'] "english +(eng)" ['none'] ['18,', 'male', ''] 0.0 naturalistic ['usa'] 18.0 18.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1639 english467 male ['pozzuoli,', 'italy'] "english +(eng)" ['none'] ['23,', 'male', ''] 1.0 naturalistic ['usa'] 18.0 23.0 default +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1640 english468 male ['carolina,', 'usa'] "english +(eng)" ['german', 'greek,', 'ancient', ''] ['30,', 'male', ''] 0.0 naturalistic ['usa'] 30.0 30.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1641 english469 male ['tennessee,', 'usa'] "english +(eng)" ['japanese', ''] ['22,', 'male', ''] 0.0 naturalistic ['usa'] 21.0 22.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1642 english470 male ['buzzard,', 'uk'] "english +(eng)" ['french', 'japanese', ''] ['21,', 'male', ''] 0.0 naturalistic ['uk'] 20.0 21.0 uk +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1648 english471 female ['alberta,', 'canada'] "english +(eng)" ['spanish', 'french', ''] ['26,', 'female', ''] 0.0 naturalistic ['canada'] 24.5 26.0 canada +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1649 english472 male ['rota,', 'spain'] "english +(eng)" ['spanish', 'russian', ''] ['26,', 'male', ''] 0.0 naturalistic ['usa'] 23.0 26.0 default +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1650 english473 male ['nottingham,', 'uk'] "english +(eng)" ['none'] ['20,', 'male', ''] 0.0 naturalistic ['uk'] 20.0 20.0 uk +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1656 english474 female ['minnesota,', 'usa'] "english +(eng)" ['spanish', ''] ['33,', 'female', ''] 0.0 naturalistic ['usa'] 33.0 33.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1657 english475 female ['utah,', 'usa'] "english +(eng)" ['none'] ['29,', 'female', ''] 0.0 naturalistic ['usa'] 29.0 29.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1658 english476 female ['hampshire,', 'usa'] "english +(eng)" ['none'] ['64,', 'female', ''] 0.0 naturalistic ['usa'] 64.0 64.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1659 english477 female ['california,', 'usa'] "english +(eng)" ['german', ''] ['31,', 'female', ''] 0.0 naturalistic ['usa'] 27.0 31.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1661 english478 male ['scotia,', 'canada'] "english +(eng)" ['none'] ['19,', 'male', ''] 0.0 naturalistic ['canada'] 19.0 19.0 canada +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1664 english479 female ['york,', 'usa'] "english +(eng)" ['none'] ['64,', 'female', ''] 0.0 naturalistic ['usa'] 64.0 64.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1665 english480 male ['carolina,', 'usa'] "english +(eng)" ['none'] ['58,', 'male', ''] 0.0 naturalistic ['usa'] 58.0 58.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1666 english481 female ['oklahoma,', 'usa'] "english +(eng)" ['german', 'spanish', ''] ['88,', 'female', ''] 0.0 naturalistic ['usa'] 82.0 88.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1667 english482 female ['pennsylvania,', 'usa'] "english +(eng)" ['none'] ['74,', 'female', ''] 0.0 naturalistic ['usa'] 74.0 74.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1668 english483 male ['massachusetts,', 'usa'] "english +(eng)" ['spanish', ''] ['19,', 'male', ''] 0.0 naturalistic ['usa'] 19.0 19.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1672 english484 male ['dublin,', 'ireland'] "english +(eng)" ['irish', 'french', 'japanese', 'swedish', 'spanish', ''] ['24,', 'male', ''] 0.0 naturalistic ['ireland'] 24.0 24.0 default +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1674 english485 male ['connecticut,', 'usa'] "english +(eng)" ['french', ''] ['20,', 'male', ''] 0.0 naturalistic ['usa'] 20.0 20.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1683 english486 female ['corentyne,', 'guyana'] "english +(eng)" ['none'] ['53,', 'female', ''] 0.0 naturalistic ['guyana,', 'usa'] 53.0 53.0 default +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1688 english487 female ['london,', 'uk'] "english +(eng)" ['french', ''] ['22,', 'female', ''] 0.0 naturalistic ['uk'] 22.0 22.0 uk +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1692 english488 female ['scotland,', 'uk'] "english +(eng)" ['none'] ['35,', 'female', ''] 0.0 naturalistic ['uk,', 'usa'] 35.0 35.0 uk +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1694 english489 female ['kingston,', 'jamaica'] "english +(eng)" ['none'] ['46,', 'female', ''] 0.0 naturalistic ['jamaica,', 'usa'] 46.0 46.0 default +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1709 english490 male ['new', 'zealand'] "english +(eng)" ['none'] ['18,', 'male', ''] 0.0 naturalistic ['new', 'zealand'] 18.5 18.0 default +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1713 english491 female ['westmoreland,', 'jamaica'] "english +(eng)" ['none'] ['79,', 'female', ''] 0.0 naturalistic ['jamaica,', 'usa'] 79.0 79.0 default +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1716 english492 female ['nebraska,', 'usa'] "english +(eng)" ['spanish', 'german', ''] ['22,', 'female', ''] 0.0 naturalistic ['usa'] 22.0 22.0 usa 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['usa'] 22.0 22.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1727 english498 male ['columbia,', 'canada'] "english +(eng)" ['french', 'german', ''] ['27,', 'male', ''] 0.0 naturalistic ['canada'] 27.0 27.0 canada +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1728 english499 female ['minnesota,', 'usa'] "english +(eng)" ['french', ''] ['21,', 'female', ''] 0.0 naturalistic ['usa'] 21.0 21.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1733 english500 male ['wales,', 'australia'] "english +(eng)" ['indonesian', 'tongan', ''] ['38,', 'male', ''] 0.0 naturalistic ['australia'] 38.0 38.0 australia +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1734 english501 female ['pennsylvania,', 'usa'] "english +(eng)" ['none'] ['64,', 'female', ''] 0.0 naturalistic ['usa'] 64.0 64.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1735 english502 female ['michigan,', 'usa'] "english +(eng)" ['none'] ['30,', 'female', ''] 0.0 naturalistic ['usa'] 30.0 30.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1739 english503 female ['city,', 'nigeria'] "english +(eng)" ['spanish', 'german', ''] ['29,', 'female', ''] 0.0 naturalistic ['nigeria,', 'usa'] 25.0 29.0 default +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1786 english504 male ['florida,', 'usa'] "english +(eng)" ['japanese', ''] ['25,', 'male', ''] 0.0 naturalistic ['usa'] 25.0 25.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1798 english505 female ['beirut,', 'lebanon'] "english +(eng)" ['french', 'italian', 'arabic', 'spanish', 'mandarin', ''] ['50,', 'female', ''] 0.0 naturalistic ['usa'] 9.0 50.0 default +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1799 english506 female ['louisiana,', 'usa'] "english +(eng)" ['french', 'mandarin', ''] ['30,', 'female', ''] 0.0 naturalistic ['usa'] 30.0 30.0 usa 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['31,', 'female', ''] 0.0 naturalistic ['usa'] 31.0 31.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1819 english512 female ['kansas,', 'usa'] "english +(eng)" ['none'] ['54,', 'female', ''] 0.0 naturalistic ['usa'] 54.0 54.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1856 english513 female ['toro,', 'panama'] "english +(eng)" ['spanish', ''] ['52,', 'female', ''] 0.0 naturalistic ['panama,', 'usa'] 52.0 52.0 default +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1872 english514 male ['ohio,', 'usa'] "english +(eng)" ['none'] ['57,', 'male', ''] 0.0 naturalistic ['usa'] 57.0 57.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1873 english515 female ['ohio,', 'usa'] "english +(eng)" ['none'] ['55,', 'female', ''] 0.0 naturalistic ['usa'] 55.0 55.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1875 english516 female ['texas,', 'usa'] "english +(eng)" ['french', 'japanese', 'mandarin', 'german', ''] ['32,', 'female', ''] 0.0 naturalistic ['usa'] 32.0 32.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1876 english517 male ['colorado,', 'usa'] "english +(eng)" ['spanish', ''] ['33,', 'male', ''] 0.0 naturalistic ['usa'] 33.0 33.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1878 english518 male ['meath,', 'ireland'] "english +(eng)" ['irish', ''] ['24,', 'male', ''] 0.0 naturalistic ['ireland'] 24.0 24.0 default +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1882 english519 female ['karachi,', 'pakistan'] "english +(eng)" ['urdu', 'german', ''] ['18,', 'female', ''] 1.0 naturalistic ['canada,', 'usa'] 16.0 18.0 default +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1884 english520 female ['minnesota,', 'usa'] "english +(eng)" ['mandarin', 'spanish', ''] ['47,', 'female', ''] 0.0 naturalistic ['usa'] 47.0 47.0 usa 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18.0 18.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1895 english526 male ['virginia,', 'usa'] "english +(eng)" ['none'] ['20,', 'male', ''] 0.0 naturalistic ['usa'] 20.0 20.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1907 english527 female ['pennsylvania,', 'usa'] "english +(eng)" ['italian', ''] ['25,', 'female', ''] 0.0 naturalistic ['usa'] 25.0 25.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1908 english528 female ['wisconsin,', 'usa'] "english +(eng)" ['arabic', 'farsi', 'swahili', 'spanish', ''] ['52,', 'female', ''] 0.0 naturalistic ['usa'] 52.0 52.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1925 english529 female ['vermont,', 'usa'] "english +(eng)" ['french', 'spanish', ''] ['29,', 'female', ''] 0.0 naturalistic ['usa'] 29.0 29.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1926 english530 female ['michigan,', 'usa'] "english +(eng)" ['german', ''] ['50,', 'female', ''] 0.0 naturalistic ['usa'] 35.0 50.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1928 english531 female ['virginia,', 'usa'] "english +(eng)" ['japanese', 'french', 'german', ''] ['29,', 'female', ''] 0.0 naturalistic ['usa'] 26.0 29.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1933 english532 female ['connecticut,', 'usa'] "english +(eng)" ['none'] ['23,', 'female', ''] 0.0 naturalistic ['usa'] 23.0 23.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1934 english533 female ['virginia,', 'usa'] "english +(eng)" ['spanish', ''] ['38,', 'female', ''] 0.0 naturalistic ['usa'] 38.0 38.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1951 english534 female ['york,', 'usa'] "english +(eng)" ['none'] ['29,', 'female', ''] 0.0 naturalistic ['usa'] 29.0 29.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1955 english535 female ['massachusetts,', 'usa'] "english +(eng)" ['none'] ['22,', 'female', ''] 0.0 naturalistic ['usa'] 22.0 22.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1956 english536 female ['virginia,', 'usa'] "english +(eng)" ['hebrew', 'spanish', ''] ['21,', 'female', ''] 0.0 naturalistic ['usa'] 21.0 21.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1957 english537 female ['virginia,', 'usa'] "english +(eng)" ['spanish', ''] ['21,', 'female', ''] 0.0 naturalistic ['usa'] 21.0 21.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1958 english538 female ['virginia,', 'usa'] "english +(eng)" ['french', 'american', 'sign', 'language', ''] ['20,', 'female', ''] 0.0 naturalistic ['usa'] 20.0 20.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1959 english539 female ['california,', 'usa'] "english +(eng)" ['none'] ['19,', 'female', ''] 0.0 naturalistic ['usa'] 19.0 19.0 usa 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"english +(eng)" ['spanish', ''] ['31,', 'male', ''] 0.0 naturalistic ['usa'] 31.0 31.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1995 english545 male ['virginia,', 'usa'] "english +(eng)" ['none'] ['56,', 'male', ''] 0.0 naturalistic ['usa'] 56.0 56.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1996 english546 female ['virginia,', 'usa'] "english +(eng)" ['none'] ['43,', 'female', ''] 0.0 naturalistic ['usa'] 43.0 43.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1997 english547 male ['virginia,', 'usa'] "english +(eng)" ['none'] ['63,', 'male', ''] 0.0 naturalistic ['usa'] 63.0 63.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2003 english548 male ['dublin,', 'ireland'] "english +(eng)" ['irish', ''] ['61,', 'male', ''] 0.0 naturalistic ['ireland'] 61.0 61.0 default +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2012 english549 female ['exminister,', 'uk'] "english +(eng)" ['french', 'arabic', ''] ['19,', 'female', ''] 0.0 naturalistic ['uk,', 'usa'] 17.0 19.0 uk +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2028 english550 male ['virginia,', 'usa'] "english +(eng)" ['none'] ['82,', 'male', ''] 0.0 naturalistic ['usa'] 82.0 82.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2029 english551 female ['virginia,', 'usa'] "english +(eng)" ['none'] ['81,', 'female', ''] 0.0 naturalistic ['usa'] 81.0 81.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2043 english552 female ['maryland,', 'usa'] "english +(eng)" ['french', 'italian', ''] ['23,', 'female', ''] 0.0 naturalistic ['USA'] 20.0 23.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2046 english553 male ['tennessee,', 'usa'] "english +(eng)" ['spanish', ''] ['21,', 'male', ''] 0.0 naturalistic ['usa'] 21.0 21.0 usa 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0.0 naturalistic ['usa'] 23.0 23.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2056 english559 female ['virginia,', 'usa'] "english +(eng)" ['spanish', ''] ['19,', 'female', ''] 0.0 naturalistic ['usa'] 19.0 19.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2059 english560 female ['connecticut,', 'usa'] "english +(eng)" ['spanish', ''] ['22,', 'female', ''] 0.0 naturalistic ['usa'] 22.0 22.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2060 english561 female ['virginia,', 'usa'] "english +(eng)" ['spanish', ''] ['20,', 'female', ''] 0.0 naturalistic ['usa'] 20.0 20.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2061 english562 female ['carolina,', 'usa'] "english +(eng)" ['german', 'french', ''] ['30,', 'female', ''] 0.0 naturalistic ['usa'] 30.0 30.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2074 english563 male ['virginia,', 'usa'] "english +(eng)" ['none'] ['32,', 'male', ''] 0.0 naturalistic ['usa'] 32.0 32.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2077 english564 male ['wyoming,', 'usa'] "english +(eng)" ['none'] ['52,', 'male', ''] 0.0 naturalistic ['usa'] 52.0 52.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2080 english565 female ['oregon,', 'usa'] "english +(eng)" ['german', ''] ['27,', 'female', ''] 0.0 naturalistic ['usa'] 27.0 27.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2081 english566 male ['england,', 'uk'] "english +(eng)" ['none'] ['22,', 'male', ''] 0.0 naturalistic ['uk'] 22.0 22.0 uk +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2101 english567 male ['york,', 'usa'] "english +(eng)" ['spanish', 'french', 'japanese', ''] ['24,', 'male', ''] 0.0 naturalistic ['usa'] 24.0 24.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2103 english568 female ['florida,', 'usa'] "english +(eng)" ['none'] ['86,', 'female', ''] 0.0 naturalistic ['usa'] 86.0 86.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2104 english569 male ['sydney,', 'australia'] "english +(eng)" ['russian', ''] ['24,', 'male', ''] 0.0 naturalistic ['australia'] 24.0 24.0 australia +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2106 english570 female ['ohio,', 'usa'] "english +(eng)" ['spanish', 'russian', ''] ['42,', 'female', ''] 0.0 naturalistic ['usa'] 42.0 42.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2113 english571 male ['dc,', 'usa'] "english +(eng)" ['korean', ''] ['39,', 'male', ''] 0.0 naturalistic ['usa'] 39.0 39.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2121 english572 male ['texas,', 'usa'] "english +(eng)" ['german', 'azerbaijani', 'french', ''] ['51,', 'male', ''] 0.0 naturalistic ['usa,', 'uk'] 48.0 51.0 usa 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"english +(eng)" ['none'] ['38,', 'female', ''] 0.0 naturalistic ['usa'] 38.0 38.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2171 english578 male ['lancashire,', 'uk'] "english +(eng)" ['french', ''] ['60,', 'male', ''] 0.0 naturalistic ['uk,', 'canada,', 'usa'] 60.0 60.0 uk +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2172 english579 male ['adelaide,', 'australia'] "english +(eng)" ['none'] ['22,', 'male', ''] 0.0 naturalistic ['australia'] 22.0 22.0 australia +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2185 english580 male ['york,', 'usa'] "english +(eng)" ['japanese', ''] ['21,', 'male', ''] 0.0 naturalistic ['usa'] 21.0 21.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2186 english581 female ['ontario,', 'canada'] "english +(eng)" ['none'] ['62,', 'female', ''] 0.0 naturalistic ['canada,', 'uk'] 62.0 62.0 canada +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2187 english582 male ['scotland,', 'uk'] "english +(eng)" ['none'] ['60,', 'male', ''] 0.0 naturalistic ['uk'] 60.0 60.0 uk +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2195 english583 male ['england,', 'uk'] "english +(eng)" ['none'] ['72,', 'male', ''] 0.0 naturalistic ['uk'] 72.0 72.0 uk +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2197 english584 male ['california,', 'usa'] "english +(eng)" ['none'] ['27,', 'male', ''] 0.0 naturalistic ['usa'] 27.0 27.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2207 english585 female ['virginia,', 'usa'] "english +(eng)" ['spanish', ''] ['26,', 'female', ''] 0.0 naturalistic ['usa'] 26.0 26.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2221 english586 female ['virginia,', 'usa'] "english +(eng)" ['spanish', ''] ['21,', 'female', ''] 0.0 naturalistic ['usa'] 21.0 21.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2225 english587 female ['pennsylvania,', 'usa'] "english +(eng)" ['spanish', ''] ['27,', 'female', ''] 0.0 naturalisstic ['usa'] 27.0 27.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2361 english588 female ['virginia,', 'usa'] "english +(eng)" ['urdu', 'french', ''] ['21,', 'female', ''] 0.0 naturalistic ['usa'] 21.0 21.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2362 english589 male ['gloucester,', 'uk'] "english +(eng)" ['french', 'spanish', 'italian', 'portuguese', ''] ['48,', 'male', ''] 0.0 naturalistic ['uk'] 21.0 48.0 uk +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2374 english590 female ['florida,', 'usa'] "english +(eng)" ['none'] ['19,', 'female', ''] 0.0 naturalistic ['usa'] 19.0 19.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2375 english591 female ['colorado,', 'usa'] "english +(eng)" ['none'] ['20,', 'female', ''] 0.0 naturalistic ['usa'] 20.0 20.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2376 english592 female ['florida,', 'usa'] "english +(eng)" ['none'] ['29,', 'female', ''] 0.0 naturalistic ['usa'] 29.0 29.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2377 english593 female ['massachusetts,', 'usa'] "english +(eng)" ['spanish', 'french', ''] ['24,', 'female', ''] 0.0 naturalistic ['usa'] 24.0 24.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2378 english594 female ['virginia,', 'usa'] "english +(eng)" ['french', 'german', 'mandarin', ''] ['20,', 'female', ''] 0.0 naturalistic ['usa'] 20.0 20.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2379 english595 female ['virginia,', 'usa'] "english +(eng)" ['spanish', ''] ['21,', 'female', ''] 0.0 naturalistic ['usa'] 21.0 21.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2380 english596 female ['maryland,', 'usa'] "english +(eng)" ['spanish', 'french', ''] ['22,', 'female', ''] 0.0 naturalistic ['usa'] 22.0 22.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2381 english597 male ['virginia,', 'usa'] "english +(eng)" ['spanish', ''] ['26,', 'male', ''] 0.0 naturalistic ['usa'] 26.0 26.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2382 english598 male ['dakota,', 'usa'] "english +(eng)" ['spanish', 'french', ''] ['29,', 'male', ''] 0.0 naturalistic ['usa'] 29.0 29.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2383 english599 female ['virginia,', 'usa'] "english +(eng)" ['urdu', 'punjabi', ''] ['20,', 'female', ''] 1.0 naturalistic ['usa'] 20.0 20.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2385 english600 female ['oregon,', 'usa'] "english +(eng)" ['none'] ['32,', 'female', ''] 0.0 naturalistic ['usa'] 28.0 32.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2404 english601 male ['virginia,', 'usa'] "english +(eng)" ['none'] ['49,', 'male', ''] 0.0 naturalistic ['usa'] 49.0 49.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2405 english602 female ['york,', 'usa'] "english +(eng)" ['none'] ['41,', 'female', ''] 0.0 naturalistic ['usa'] 41.0 41.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2428 english603 male ['california,', 'usa'] "english +(eng)" ['mandarin', 'taiwanese', ''] ['18,', 'male', ''] 0.0 naturalistic ['usa'] 18.0 18.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2438 english604 female ['queensland,', 'australia'] "english +(eng)" ['japanese', ''] ['21,', 'female', ''] 0.0 naturalistic ['australia'] 21.0 21.0 australia +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2439 english605 male ['queensland,', 'australia'] "english +(eng)" ['french', 'spanish', 'japanese', 'german', ''] ['25,', 'male', ''] 0.0 naturalistic ['australia'] 21.0 25.0 australia +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2440 english606 female ['southport,', 'australia'] "english +(eng)" ['japanese', 'maori', ''] ['19,', 'female', ''] 0.0 naturalistic ['australia'] 19.0 19.0 australia +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2441 english607 female ['wales,', 'australia'] "english +(eng)" ['spanish', ''] ['25,', 'female', ''] 0.0 naturalistic ['australia'] 25.0 25.0 australia +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2442 english608 male ['queensland,', 'australia'] "english +(eng)" ['russian', 'japanese', ''] ['18,', 'male', ''] 0.0 naturalistic ['australia'] 18.0 18.0 australia +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2443 english609 female ['wales,', 'australia'] "english +(eng)" ['korean', 'mandarin', 'russian', ''] ['20,', 'female', ''] 0.0 naturalistic ['australia'] 20.0 20.0 australia +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2444 english610 female ['queensland,', 'australia'] "english +(eng)" ['japanese', ''] ['20,', 'female', ''] 0.0 naturalistic ['australia'] 20.0 20.0 australia +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2445 english611 male ['queensland,', 'australia'] "english +(eng)" ['japanese', ''] ['19,', 'male', ''] 0.0 naturalistic ['ausstralia'] 19.0 19.0 australia +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2533 english612 male ['england,', 'uk'] "english +(eng)" ['none'] ['20,', 'male', ''] 0.0 naturalistic ['uk'] 20.0 20.0 uk +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2570 english613 male ['melbourne,', 'australia'] "english +(eng)" ['arabic', ''] ['24,', 'male', ''] 0.0 naturalistic ['australia'] 24.0 24.0 australia +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2606 english614 female ['florida,', 'usa'] "english +(eng)" ['none'] ['93,', 'female', ''] 0.0 naturalistic ['usa'] 93.0 93.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2613 english615 male ['dublin,', 'ireland'] "english +(eng)" ['french', 'danish', ''] ['20,', 'male', ''] 0.0 naturalistic ['ireland'] 20.0 20.0 default +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2619 english616 male ['indiana,', 'usa'] "english +(eng)" ['german', ''] ['23,', 'male', ''] 0.0 naturalistic ['usa'] 23.0 23.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2630 english617 female ['kingston,', 'jamaica'] "english +(eng)" ['none'] ['34,', 'female', ''] 0.0 naturalistic ['jamaica'] 34.0 34.0 default +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2674 english618 male ['california,', 'usa'] "english +(eng)" ['swedish', 'spanish', 'french', 'hebrew', ''] ['58,', 'male', ''] 0.0 naturalistic ['usa'] 36.0 58.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2724 english619 male ['tennessee,', 'usa'] "english +(eng)" ['none'] ['21,', 'male', ''] 0.0 naturalistic ['usa'] 21.0 21.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2735 english620 male ['scotland,', 'uk'] "english +(eng)" ['none'] ['55,', 'male', ''] 0.0 naturalistic ['uk,', 'usa'] 55.0 55.0 uk +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2793 english621 female ['pennsylvania,', 'usa'] "english +(eng)" ['french', ''] ['19,', 'female', ''] 0.0 naturalistic ['usa'] 19.0 19.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2799 english622 female ['minnesota,', 'usa'] "english +(eng)" ['arabic', 'french', ''] ['21,', 'female', ''] 0.0 naturalistic ['usa'] 21.0 21.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2803 english623 male ['indiana,', 'usa'] "english +(eng)" ['german', ''] ['19,', 'male', ''] 0.0 naturalistic ['usa'] 19.0 19.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2804 english624 male ['columbia,', 'usa'] "english +(eng)" ['none'] ['18,', 'male', ''] 0.0 naturalistic ['usa'] 18.0 18.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2805 english625 male ['minnesota,', 'usa'] "english +(eng)" ['japanese', 'asl', 'japanese', 'sign', 'language', ''] ['20,', 'male', ''] 0.0 naturalistic ['usa'] 20.0 20.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2806 english626 female ['indiana,', 'usa'] "english +(eng)" ['german', 'arabic', ''] ['21,', 'female', ''] 0.0 naturalistic ['usa'] 21.0 21.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2847 english627 female ['sydney,', 'australia'] "english +(eng)" ['none'] ['18,', 'female', ''] 0.0 naturalistic ['australia'] 18.0 18.0 australia +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2855 english628 male ['pennsylvania,', 'usa'] "english +(eng)" ['none'] ['55,', 'male', ''] 0.0 naturalistic ['usa'] 55.0 55.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2894 english629 female ['virginia,', 'usa'] "english +(eng)" ['none'] ['20,', 'female', ''] 0.0 naturalistic ['usa'] 20.0 20.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2895 english630 female ['virginia,', 'usa'] "english +(eng)" ['french', ''] ['21,', 'female', ''] 0.0 naturalistic ['usa'] 21.0 21.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2896 english631 female ['virginia,', 'usa'] "english +(eng)" ['none'] ['18,', 'female', ''] 0.0 naturalistic ['usa'] 18.0 18.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2897 english632 female ['virginia,', 'usa'] "english +(eng)" ['none'] ['23,', 'female', ''] 0.0 naturalistic ['usa'] 23.0 23.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2898 english633 female ['columbia,', 'usa'] "english +(eng)" ['none'] ['20,', 'female', ''] 0.0 naturalistic ['usa'] 20.0 20.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2916 english634 male ['virginia,', 'usa'] "english +(eng)" ['none'] ['61,', 'male', ''] 0.0 naturalistic ['usa'] 61.0 61.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2917 english635 female ['virginia,', 'usa'] "english +(eng)" ['none'] ['19,', 'female', ''] 0.0 naturalistic ['usa'] 19.0 19.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2918 english636 female ['dc,', 'usa'] "english +(eng)" ['none'] ['20,', 'female', ''] 0.0 naturalistic ['usa'] 20.0 20.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2919 english637 female ['tennessee,', 'usa'] "english +(eng)" ['none'] ['18,', 'female', ''] 0.0 naturalistic ['usa'] 18.0 18.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2920 english638 male ['york,', 'usa'] "english +(eng)" ['none'] ['27,', 'male', ''] 0.0 naturalistic ['usa'] 27.0 27.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2921 english639 male ['kentucky,', 'usa'] "english +(eng)" ['none'] ['33,', 'male', ''] 0.0 naturalistic ['usa'] 33.0 33.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2922 english640 female ['colorado,', 'usa'] "english +(eng)" ['none'] ['25,', 'female', ''] 0.0 naturalistic ['usa'] 25.0 25.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2923 english641 female ['virginia,', 'usa'] "english +(eng)" ['spanish', ''] ['18,', 'female', ''] 0.0 naturalistic ['usa'] 18.0 18.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2924 english642 female ['virginia,', 'usa'] "english +(eng)" ['spanish', ''] ['22,', 'female', ''] 0.0 naturalistic ['usa'] 22.0 22.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2925 english643 female ['virginia,', 'usa'] "english +(eng)" ['none'] ['20,', 'female', ''] 0.0 naturalistic ['usa'] 20.0 20.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2926 english644 female ['york,', 'usa'] "english +(eng)" ['none'] ['20,', 'female', ''] 0.0 naturalistic ['usa'] 20.0 20.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2932 english645 male ['california,', 'usa'] "english +(eng)" ['spanish', ''] ['21,', 'male', ''] 0.0 naturalistic ['usa'] 21.0 21.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2939 english646 male ['pennsylvania,', 'usa'] "english +(eng)" ['none'] ['26,', 'male', ''] 0.0 naturalistic ['usa'] 26.0 26.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2960 english647 male ['ontario,', 'canada'] "english +(eng)" ['french', ''] ['70,', 'male', ''] 0.0 naturalistic ['canada'] 70.0 70.0 canada +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2962 english648 male ['york,', 'usa'] "english +(eng)" ['french', 'japanese', 'italian', ''] ['32,', 'male', ''] 0.0 naturalistic ['usa'] 32.0 32.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2967 english649 female ['texas,', 'usa'] "english +(eng)" ['french', 'russian', ''] ['18,', 'female', ''] 0.0 naturalistic ['usa'] 18.0 18.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2979 english650 male ['arizona,', 'usa'] "english +(eng)" ['none'] ['75,', 'male', ''] 0.0 naturalistic ['usa'] 75.0 75.0 usa +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=299 russian1 male ['novgorod,', 'russia'] "russian +(rus)" ['none'] ['37,', 'male', ''] 36.0 academic ['usa'] 1.0 37.0 russian +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=302 russian2 female ['izmail,', 'ukraine'] "russian +(rus)" ['polish', 'czech', ''] ['50,', 'female', ''] 10.0 academic ['usa'] 7.0 50.0 russian +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=303 russian3 female ['zaporizhzhya,', 'ukraine'] "russian +(rus)" ['ukrainian', ''] ['35,', 'female', ''] 6.0 academic ['usa'] 7.0 35.0 russian +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=304 russian4 female ['moscow,', 'russia'] "russian +(rus)" ['albanian', ''] ['68,', 'female', ''] 38.0 academic ['usa'] 9.0 68.0 russian +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=305 russian5 female ['khabarovsk,', 'russia'] "russian +(rus)" ['hebrew', ''] ['25,', 'female', ''] 15.0 academic ['usa'] 0.3 25.0 russian +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=306 russian6 female ['moscow,', 'russia'] "russian +(rus)" ['none'] ['26,', 'female', ''] 11.0 academic ['usa'] 3.0 26.0 russian +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=307 russian7 female ['kiev,', 'ukraine'] "russian +(rus)" ['ukrainian', ''] ['54,', 'female', ''] 13.0 academic ['usa'] 23.0 54.0 russian +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=308 russian8 male ['moscow,', 'russia'] "russian +(rus)" ['none'] ['66,', 'male', ''] 12.0 academic ['usa'] 27.0 66.0 russian +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=309 russian9 male ['moscow,', 'russia'] "russian +(rus)" ['hebrew', 'italian', ''] ['23,', 'male', ''] 7.0 academic [''] 0.0 23.0 russian +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=300 russian10 female ['moscow,', 'russia'] "russian +(rus)" ['french', 'polish', 'german', 'japanese', 'welsh', ''] ['20,', 'female', ''] 5.0 academic ['uk'] 0.5 20.0 russian +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=301 russian11 male ['magadan,', 'russia'] "russian +(rus)" ['french', 'german', ''] ['54,', 'male', ''] 13.0 academic ['usa'] 15.0 54.0 russian +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=460 russian12 male ['petersburg,', 'russia'] "russian +(rus)" ['none'] ['62,', 'male', ''] 53.0 naturalistic ['usa'] 9.0 62.0 russian +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=472 russian13 male ['moscow,', 'russia'] "russian +(rus)" ['french', 'spanish', ''] ['26,', 'male', ''] 10.0 academic [''] 0.0 26.0 russian +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=609 russian14 male ['pskov,', 'russia'] "russian +(rus)" ['none'] ['33,', 'male', ''] 18.0 academic ['usa'] 6.0 33.0 russian +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=647 russian15 female ['ayaguz,', 'kazakhstan'] "russian +(rus)" ['belarusan', ''] ['34,', 'female', ''] 12.0 academic ['canada,', 'usa'] 6.0 34.0 russian +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=648 russian16 male ['minsk,', 'belarus'] "russian +(rus)" ['belarusan', 'polish', 'french', 'german', ''] ['35,', 'male', ''] 11.0 academic ['uk,', 'usa'] 6.0 35.0 russian +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=671 russian17 male ['pskov,', 'russia'] "russian +(rus)" ['spanish', 'portuguese', ''] ['37,', 'male', ''] 18.0 academic ['usa'] 2.0 37.0 russian +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=831 russian18 male ['komsomolsk-on-amur,', 'russia'] "russian +(rus)" ['german', ''] ['23,', 'male', ''] 13.0 academic ['usa'] 1.0 23.0 russian +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=834 russian19 male ['zhezkazgan,', 'kazakhstan'] "russian +(rus)" ['german', ''] ['40,', 'male', ''] 17.0 academic ['usa'] 7.0 40.0 russian +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=911 russian20 female ['kostanai,', 'kazakhstan'] "russian +(rus)" ['none'] ['28,', 'female', ''] 17.0 academic [''] 0.0 28.0 russian +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=954 russian21 female ['moscow,', 'russia'] "russian +(rus)" ['none'] ['46,', 'female', ''] 10.0 academic ['usa'] 11.0 46.0 russian +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=994 russian22 male ['riga,', 'latvia'] "russian +(rus)" ['none'] ['30,', 'male', ''] 11.0 academic ['usa'] 19.0 30.0 russian +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1057 russian23 female ['zaporizhzhya,', 'ukraine'] "russian +(rus)" ['ukrainian', 'spanish', 'german', ''] ['21,', 'female', ''] 5.0 academic ['usa'] 2.0 21.0 russian +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1073 russian24 female ['sochi,', 'russia'] "russian +(rus)" ['german', ''] ['33,', 'female', ''] 19.0 academic ['new', 'zealand,', 'australia'] 8.5 33.0 russian +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1096 russian25 female ['orhei,', 'moldova'] "russian +(rus)" ['ukrainian', 'romanian', 'french', ''] ['58,', 'female', ''] 41.0 academic ['usa'] 18.0 58.0 russian +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1097 russian26 female ['chisinau,', 'moldova'] "russian +(rus)" ['none'] ['23,', 'female', ''] 17.0 academic ['usa'] 5.0 23.0 russian +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1191 russian27 male ['moscow,', 'russia'] "russian +(rus)" ['ukrainian', 'polish', 'german', ''] ['21,', 'male', ''] 14.0 naturalistic [''] 0.0 21.0 russian +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1198 russian28 female ['minsk,', 'belarus'] "russian +(rus)" ['french', 'german', ''] ['25,', 'female', ''] 11.0 academic ['usa'] 4.0 25.0 russian +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1254 russian29 male ['chisinau,', 'moldova'] "russian +(rus)" ['german', ''] ['21,', 'male', ''] 6.0 academic [''] 0.0 21.0 russian +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1279 russian30 male ['stavropol,', 'russia'] "russian +(rus)" ['none'] ['18,', 'male', ''] 12.0 academic [''] 0.0 18.0 russian +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1311 russian31 male ['tallinn,', 'estonia'] "russian +(rus)" ['estonian', ''] ['21,', 'male', ''] 4.0 naturalistic ['uk'] 0.75 21.0 russian +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1314 russian32 female ['kiev,', 'ukraine'] "russian +(rus)" ['ukrainian', 'french', ''] ['31,', 'female', ''] 14.0 academic [''] 0.0 31.0 russian +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1317 russian33 female ['karaganda,', 'kazakhstan'] "russian +(rus)" ['kazakh', ''] ['24,', 'female', ''] 17.0 academic ['usa'] 4.0 24.0 russian +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1407 russian34 male ['vladivostok,', 'russia'] "russian +(rus)" ['none'] ['19,', 'male', ''] 15.0 academic ['new', 'zealand'] 2.0 19.0 russian +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1467 russian35 male ['dresden,', 'germany'] "russian +(rus)" ['ukrainian', 'german', 'dutch', 'french', ''] ['27,', 'male', ''] 16.0 academic [''] 0.0 27.0 russian +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1518 russian36 male ['moscow,', 'russia'] "russian +(rus)" ['french', ''] ['25,', 'male', ''] 20.0 academic ['usa'] 4.0 25.0 russian +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1523 russian37 male ['petersburg,', 'russia'] "russian +(rus)" ['none'] ['31,', 'male', ''] 10.0 academic [''] 0.0 31.0 russian +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1708 russian38 male ['gomel,', 'belarus'] "russian +(rus)" ['german', ''] ['84,', 'male', ''] 18.0 naturalistic ['usa'] 61.0 84.0 russian +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1750 russian39 female ['york,', 'usa'] "russian +(rus)" ['none'] ['25,', 'female', ''] 5.0 naturalistic ['usa'] 25.0 25.0 russian +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1774 russian40 female ['bishkek,', 'kyrgyzstan'] "russian +(rus)" ['mandarin', 'turkish', 'arabic', 'mandarin', ''] ['23,', 'female', ''] 8.0 academic ['usa'] 2.0 23.0 russian +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1844 russian41 female ['novgorod,', 'russia'] "russian +(rus)" ['german', 'turkish', 'japanese', 'latin', ''] ['30,', 'female', ''] 10.0 academic ['usa'] 10.0 30.0 russian +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1924 russian42 female ['moscow,', 'russia'] "russian +(rus)" ['spanish', 'french', ''] ['24,', 'female', ''] 4.0 academic ['usa'] 7.0 24.0 russian +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1932 russian43 female ['petersburg,', 'russia'] "russian +(rus)" ['arabic', ''] ['27,', 'female', ''] 8.0 academic ['usa'] 14.0 27.0 russian +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1947 russian44 female ['penza,', 'russia'] "russian +(rus)" ['german', 'spanish', ''] ['29,', 'female', ''] 6.0 academic ['usa'] 10.0 29.0 russian +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2027 russian45 female ['petersburg,', 'russia'] "russian +(rus)" ['classical', 'greek', 'latin', ''] ['68,', 'female', ''] 14.0 academic ['usa'] 40.0 68.0 russian +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2105 russian46 female ['perm,', 'russia'] "russian +(rus)" ['french', 'german', ''] ['24,', 'female', ''] 7.0 academic ['australia'] 1.0 24.0 russian +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2107 russian47 female ['saransk,', 'russia'] "russian +(rus)" ['none'] ['26,', 'female', ''] 6.0 academic ['usa'] 0.4 26.0 russian +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2137 russian48 female ['fergana,', 'uzbekistan'] "russian +(rus)" ['none'] ['29,', 'female', ''] 6.0 academic ['usa'] 21.0 29.0 russian +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2224 russian49 female ['novosibirsk,', 'russia'] "russian +(rus)" ['spanish', 'italian', ''] ['30,', 'female', ''] 5.0 academic ['usa'] 10.0 30.0 russian +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2231 russian50 female ['petersburg,', 'russia'] "russian +(rus)" ['none'] ['57,', 'female', ''] 42.0 academic ['usa'] 15.0 57.0 russian +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2273 russian51 female ['baku,', 'azerbaijan'] "russian +(rus)" ['azerbaijani', ''] ['49,', 'female', ''] 7.0 academic ['usa'] 6.5 49.0 russian +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2369 russian52 male ['saky,', 'ukraine'] "russian +(rus)" ['ukrainian', ''] ['23,', 'male', ''] 8.0 academic ['usa'] 1.5 23.0 russian +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2546 russian53 female ['petersburg,', 'russia'] "russian +(rus)" ['italian', ''] ['32,', 'female', ''] 7.0 academic ['usa'] 4.0 32.0 russian +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2593 russian54 female ['novosibirsk,', 'russia'] "russian +(rus)" ['none'] ['19,', 'female', ''] 5.0 naturalistic ['usa'] 17.0 19.0 russian +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2617 russian55 female ['poltava,', 'ukraine'] "russian +(rus)" ['ukrainian', ''] ['33,', 'female', ''] 9.0 naturalistic [''] 0.0 33.0 russian +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2620 russian56 female ['moscow,', 'russia'] "russian +(rus)" ['french', 'polish', ''] ['60,', 'female', ''] 25.0 naturalistic ['usa'] 0.1 60.0 russian +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2621 russian57 male ['moscow,', 'russia'] "russian +(rus)" ['german', 'arabic', ''] ['40,', 'male', ''] 17.0 academic [''] 0.0 40.0 russian +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2622 russian58 male ['moscow,', 'russia'] "russian +(rus)" ['spanish', ''] ['45,', 'male', ''] 12.0 naturalistic [''] 0.0 45.0 russian +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2623 russian59 female ['moscow,', 'russia'] "russian +(rus)" ['czech', 'slovak', ''] ['63,', 'female', ''] 15.0 academic [''] 0.0 63.0 russian +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2624 russian60 male ['moscow,', 'russia'] "russian +(rus)" ['german', ''] ['30,', 'male', ''] 7.0 academic [''] 0.0 30.0 russian +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2625 russian61 female ['belgorod,', 'russia'] "russian +(rus)" ['none'] ['24,', 'female', ''] 7.0 academic [''] 0.0 24.0 russian +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2626 russian62 female ['moscow,', 'russia'] "russian +(rus)" ['none'] ['23,', 'female', ''] 7.0 academic [''] 0.0 23.0 russian +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2627 russian63 male ['moscow,', 'russia'] "russian +(rus)" ['ukrainian', ''] ['45,', 'male', ''] 7.0 academic [''] 0.0 45.0 russian +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2628 russian64 female ['moscow,', 'russia'] "russian +(rus)" ['spanish', ''] ['20,', 'female', ''] 12.0 academic [''] 0.0 20.0 russian +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2629 russian65 male ['kiev,', 'ukraine'] "russian +(rus)" ['ukrainian', ''] ['21,', 'male', ''] 6.0 academic ['usa'] 2.2 21.0 russian +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2631 russian66 female ['murmanskaya,', 'russia'] "russian +(rus)" ['none'] ['23,', 'female', ''] 19.0 naturalistic [''] 0.0 23.0 russian +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2632 russian67 male ['kirovskaya,', 'russia'] "russian +(rus)" ['none'] ['31,', 'male', ''] 10.0 academic ['malta'] 0.1 31.0 russian +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2633 russian68 male ['moscow,', 'russia'] "russian +(rus)" ['none'] ['30,', 'male', ''] 9.0 academic [''] 0.0 30.0 russian +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2634 russian69 female ['moscow,', 'russia'] "russian +(rus)" ['spanish', ''] ['22,', 'female', ''] 5.0 academic ['uk'] 0.1 22.0 russian +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2635 russian70 male ['moscow,', 'russia'] "russian +(rus)" ['french', ''] ['30,', 'male', ''] 10.0 academic ['uk'] 0.1 30.0 russian +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2636 russian71 male ['moscow,', 'russia'] "russian +(rus)" ['french', ''] ['33,', 'male', ''] 6.0 academic ['uk,', 'usa'] 0.2 33.0 russian +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2639 russian72 female ['moscow,', 'russia'] "russian +(rus)" ['none'] ['21,', 'female', ''] 7.0 academic [''] 0.0 21.0 russian +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2641 russian73 female ['moscow,', 'russia'] "russian +(rus)" ['none'] ['29,', 'female', ''] 7.0 academic ['usa'] 0.1 29.0 russian +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2642 russian74 female ['petersburg,', 'russia'] "russian +(rus)" ['none'] ['31,', 'female', ''] 9.0 academic [''] 0.0 31.0 russian +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2644 russian75 female ['savasleyka,', 'russia'] "russian +(rus)" ['german', ''] ['20,', 'female', ''] 10.0 academic [''] 0.0 20.0 russian +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2659 russian76 female ['krasnoyarsk,', 'russia'] "russian +(rus)" ['none'] ['21,', 'female', ''] 16.0 academic [''] 0.0 21.0 russian +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2717 russian77 female ['novokuznetsk,', 'russia'] "russian +(rus)" ['french', ''] ['36,', 'female', ''] 24.0 academic ['usa'] 5.0 36.0 russian +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2722 russian78 female ['donu,', 'russia'] "russian +(rus)" ['ukrainian', 'spanish', ''] ['38,', 'female', ''] 18.0 academic ['usa'] 20.0 38.0 russian +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2739 russian79 female ['krasnodar,', 'russia'] "russian +(rus)" ['ukrainian', ''] ['49,', 'female', ''] 24.0 academic ['usa'] 21.0 49.0 russian +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2870 russian80 female ['mykolayiv,', 'ukraine'] "russian +(rus)" ['ukrainian', 'german', ''] ['25,', 'female', ''] 5.0 academic ['usa'] 4.0 25.0 russian +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2931 russian81 male ['kiev,', 'ukraine'] "russian +(rus)" ['ukrainian', ''] ['23,', 'male', ''] 6.0 naturalistic ['usa'] 4.0 23.0 russian +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=11 arabic1 female ['saudi', 'arabia'] "arabic +(ars)" ['none'] ['38,', 'female', ''] 12.0 academic ['usa'] 4.0 38.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=16 arabic2 male ['damascus,', 'syria'] "arabic +(abv)" ['none'] ['18,', 'male', ''] 2.5 naturalistic ['usa'] 3.0 18.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=17 arabic3 male ['doha,', 'qatar'] "arabic +(afb)" ['none'] ['24,', 'male', ''] 9.0 academic ['usa'] 1.0 24.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=18 arabic4 male ['arab', 'emirates'] "arabic +(afb)" ['french', ''] ['19,', 'male', ''] 6.0 academic ['usa'] 0.6 19.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=19 arabic5 female ['casablanca,', 'morocco'] "arabic +(ary)" ['french', ''] ['19,', 'female', ''] 15.0 academic ['usa'] 0.6 19.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=20 arabic6 male ['sanaa,', 'yemen'] "arabic +(ayn)" ['none'] ['21,', 'male', ''] 14.5 academic ['uk,usa'] 2.0 21.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=21 arabic7 female ['casablanca,', 'morocco'] "arabic +(ary)" ['french', ''] ['18,', 'female', ''] 15.0 academic ['usa'] 0.1 18.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=22 arabic8 male ['casablanca,', 'morocco'] "arabic +(ary)" ['french', ''] ['21,', 'male', ''] 17.0 academic ['usa'] 0.7 21.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=23 arabic9 female ['jerusalem,', 'israel'] "arabic +(ajp)" ['none'] ['28,', 'female', ''] 4.0 academic ['usa'] 12.0 28.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=12 arabic10 male ['cairo,', 'egypt'] "arabic +(arz)" ['french', 'german', ''] ['26,', 'male', ''] 5.0 academic ['usa'] 2.0 26.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=13 arabic11 female ['monastir,', 'tunisia'] "arabic +(aeb)" ['french', ''] ['30,', 'female', ''] 14.0 academic ['usa'] 4.0 30.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=14 arabic12 male ['baghdad,', 'iraq'] "arabic +(acm)" ['none'] ['32,', 'male', ''] 11.0 academic ['usa'] 8.0 32.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=15 arabic13 male ['zabbougha,', 'lebanon'] "arabic +(apc)" ['french', 'swedish', ''] ['25,', 'male', ''] 15.0 academic ['usa'] 1.0 25.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=428 arabic14 male ['amman,', 'jordan'] "arabic +(ajp)" ['hebrew', ''] ['47,', 'male', ''] 11.0 naturalistic ['usa'] 25.0 47.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=437 arabic15 male ['qayrawan,', 'tunisia'] "arabic +(aeb)" ['french', ''] ['40,', 'male', ''] 33.0 naturalistic ['usa'] 7.0 40.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=471 arabic16 male ['meknes,', 'morocco'] "arabic +(ary)" ['french', 'spanish', ''] ['22,', 'male', ''] 16.0 academic [''] 0.0 22.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=512 arabic17 male ['settat,', 'morocco'] "arabic +(ary)" ['french', ''] ['35,', 'male', ''] 15.0 academic [''] 0.0 35.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=539 arabic18 male ['city,', 'kuwait'] "arabic +(afb)" ['french', ''] ['18,', 'male', ''] 6.0 academic [''] 0.0 18.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=625 arabic19 male ['khouribga,', 'morocco'] "arabic +(ary)" ['french', ''] ['43,', 'male', ''] 18.0 academic ['usa'] 8.0 43.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=643 arabic20 male ['valley,', 'lebanon'] "arabic +(apc)" ['french', 'german', ''] ['36,', 'male', ''] 12.0 academic ['usa'] 1.0 36.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=670 arabic21 female ['beirut,', 'lebanon'] "arabic +(apc)" ['french', ''] ['46,', 'female', ''] 30.0 naturalistic ['usa'] 13.0 46.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=920 arabic22 female ['arab', 'emirates'] "arabic +(afb)" ['french', 'hebrew', ''] ['23,', 'female', ''] 10.0 academic [''] 0.0 23.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=927 arabic23 male ['mahalla,', 'egypt'] "arabic +(arz)" ['italian', 'farsi', 'french', 'hebrew', ''] ['42,', 'male', ''] 13.0 academic ['usa'] 8.0 42.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=970 arabic24 male ['cairo,', 'egypt'] "arabic +(arz)" ['none'] ['40,', 'male', ''] 7.0 academic ['uk'] 3.0 40.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1011 arabic25 male ['(occupied', 'territory)'] "arabic +(ajp)" ['french', 'spanish', ''] ['38,', 'male', ''] 5.0 naturalistic ['usa'] 33.0 38.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1012 arabic26 female ['amman,', 'jordan'] "arabic +(ajp)" ['none'] ['43,', 'female', ''] 14.0 academic ['usa'] 28.0 43.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1013 arabic27 male ['jerusalem,', 'israel'] "arabic +(ajp)" ['farsi', 'hebrew', ''] ['70,', 'male', ''] 10.0 academic ['usa'] 30.0 70.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1115 arabic28 male ['arab', 'emirates'] "arabic +(afb)" ['none'] ['30,', 'male', ''] 12.0 academic ['usa'] 1.0 30.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1116 arabic29 male ['doha,', 'qatar'] "arabic +(afb)" ['none'] ['19,', 'male', ''] 17.0 academic ['usa'] 0.3 19.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1133 arabic30 female ['saudi', 'arabia'] "arabic +(ars)" ['none'] ['19,', 'female', ''] 8.0 naturalistic ['usa'] 11.0 19.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1181 arabic31 female ['baghdad,', 'iraq'] "arabic +(acm)" ['none'] ['47,', 'female', ''] 12.0 academic ['usa'] 0.3 47.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1203 arabic32 male ['baghdad,', 'iraq'] "arabic +(acm)" ['none'] ['42,', 'male', ''] 12.0 academic ['usa'] 16.0 42.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1204 arabic33 female ['baghdad,', 'iraq'] "arabic +(acm)" ['none'] ['28,', 'female', ''] 11.0 academic ['usa'] 0.3 28.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1253 arabic34 female ['city,', 'kuwait'] "arabic +(afb)" ['french', ''] ['34,', 'female', ''] 6.0 academic ['usa'] 4.0 34.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1391 arabic35 male ['saudi', 'arabia'] "arabic +(acw)" ['none'] ['56,', 'male', ''] 16.0 naturalistic ['usa'] 33.0 56.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1392 arabic36 male ['saudi', 'arabia'] "arabic +(acw)" ['none'] ['36,', 'male', ''] 6.0 academic ['usa,', 'uk'] 6.0 36.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1393 arabic37 male ['saudi', 'arabia'] "arabic +(acw)" ['none'] ['18,', 'male', ''] 16.0 academic ['usa'] 0.4 18.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1394 arabic38 female ['maryland,', 'usa'] "arabic +(acw)" ['none'] ['19,', 'female', ''] 9.0 academic ['usa'] 12.0 19.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1405 arabic39 male ['saudi', 'arabia'] "arabic +(acw)" ['none'] ['22,', 'male', ''] 5.0 academic ['usa'] 2.0 22.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1420 arabic40 male ['saudi', 'arabia'] "arabic +(acw)" ['none'] ['19,', 'male', ''] 13.0 academic ['usa'] 0.1 19.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1421 arabic41 male ['saudi', 'arabia'] "arabic +(acw)" ['none'] ['25,', 'male', ''] 7.0 academic ['usa'] 1.5 25.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1422 arabic42 male ['saudi', 'arabia'] "arabic +(acw)" ['none'] ['21,', 'male', ''] 13.0 academic ['usa'] 0.5 21.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1426 arabic43 female ['beirut,', 'lebanon'] "arabic +(apc)" ['french', 'spanish', ''] ['29,', 'female', ''] 8.0 academic [''] 0.0 29.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1455 arabic44 female ['saudi', 'arabia'] "arabic +(acw)" ['none'] ['29,', 'female', ''] 7.0 academic ['usa'] 0.6 29.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1456 arabic45 female ['colorado,', 'usa'] "arabic +(acw)" ['turkish', ''] ['32,', 'female', ''] 12.0 naturalistic ['usa'] 0.5 32.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1457 arabic46 male ['saudi', 'arabia'] "arabic +(acw)" ['none'] ['28,', 'male', ''] 13.0 academic ['uk,', 'usa'] 1.0 28.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1458 arabic47 male ['saudi', 'arabia'] "arabic +(acw)" ['none'] ['39,', 'male', ''] 16.0 academic ['usa'] 0.75 39.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1459 arabic48 male ['saudi', 'arabia'] "arabic +(acw)" ['none'] ['29,', 'male', ''] 12.0 academic ['usa'] 1.0 29.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1460 arabic49 male ['saudi', 'arabia'] "arabic +(acw)" ['none'] ['26,', 'male', ''] 8.0 academic ['usa'] 1.0 26.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1461 arabic50 male ['saudi', 'arabia'] "arabic +(acw)" ['none'] ['36,', 'male', ''] 22.0 academic ['usa'] 0.75 36.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1486 arabic51 male ['saudi', 'arabia'] "arabic +(acw)" ['none'] ['23,', 'male', ''] 12.0 academic ['usa'] 4.0 23.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1487 arabic52 female ['saudi', 'arabia'] "arabic +(acw)" ['none'] ['21,', 'female', ''] 9.0 academic ['usa'] 5.0 21.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1526 arabic53 male ['rabat,', 'morocco'] "arabic +(ary)" ['french', 'tachelhit', 'danish', 'swedish', ''] ['36,', 'male', ''] 17.0 academic ['usa'] 12.0 36.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1565 arabic54 male ['baghdad,', 'iraq'] "arabic +(acm)" ['french', ''] ['22,', 'male', ''] 7.0 academic ['usa'] 3.0 22.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1569 arabic55 male ['beirut,', 'lebanon'] "arabic +(apc)" ['french', ''] ['70,', 'male', ''] 33.0 academic ['usa'] 37.0 70.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1677 arabic56 male ['defla,', 'algeria'] "arabic +(arq)" ['french', ''] ['43,', 'male', ''] 12.0 academic ['usa'] 3.0 43.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1699 arabic57 female ['beirut,', 'lebanon'] "arabic +(apc)" ['french', ''] ['28,', 'female', ''] 17.0 academic ['usa'] 11.0 28.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1700 arabic58 male ['baghdad,', 'iraq'] "arabic +(acm)" ['none'] ['34,', 'male', ''] 9.0 academic ['usa'] 5.5 34.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1702 arabic59 male ['irbid,', 'jordan'] "arabic +(ajp)" ['german', ''] ['55,', 'male', ''] 9.0 academic ['usa'] 35.0 55.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1711 arabic60 male ['cairo,', 'egypt'] "arabic +(arz)" ['french', ''] ['60,', 'male', ''] 14.0 academic ['usa'] 23.0 60.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1753 arabic61 male ['manama,', 'bahrain'] "arabic +(afb)" ['turkish', 'urdu', ''] ['20,', 'male', ''] 7.0 academic ['usa'] 1.75 20.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1768 arabic62 male ['saudi', 'arabia'] "arabic +(ars)" ['none'] ['19,', 'male', ''] 18.0 academic ['usa'] 1.0 19.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1769 arabic63 female ['walid,', 'libya'] "arabic +(ayl)" ['none'] ['28,', 'female', ''] 10.0 academic ['usa'] 0.3 28.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1777 arabic64 male ['saudi', 'arabia'] "arabic +(ars)" ['none'] ['23,', 'male', ''] 6.0 naturalistic ['usa'] 3.0 23.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1778 arabic65 female ['samail,', 'oman'] "arabic +(acx)" ['none'] ['32,', 'female', ''] 10.0 academic ['canada,', 'usa'] 6.0 32.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1784 arabic66 male ['saudi', 'arabia'] "arabic +(ars)" ['none'] ['50,', 'male', ''] 14.0 academic ['usa'] 1.0 50.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1785 arabic67 male ['nasriah,', 'iraq'] "arabic +(afb)" ['none'] ['43,', 'male', ''] 22.0 academic ['usa'] 20.0 43.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1805 arabic68 male ['london,', 'uk'] "arabic +(ars)" ['none'] ['20,', 'male', ''] 6.0 naturalistic ['uk,', 'usa'] 9.0 20.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1810 arabic69 female ['kerma,', 'sudan'] "arabic +(apd)" ['nobiin', ''] ['55,', 'female', ''] 15.0 academic ['uk,', 'usa'] 21.0 55.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1827 arabic70 male ['casablanca,', 'morocco'] "arabic +(ary)" ['french', 'spanish', ''] ['47,', 'male', ''] 16.0 academic ['usa'] 25.0 47.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1828 arabic71 female ['city,', 'kuwait'] "arabic +(afb)" ['turkish', 'spanish', ''] ['29,', 'female', ''] 21.0 naturalistic ['usa'] 8.0 29.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1832 arabic72 female ['baghdad,', 'iraq'] "arabic +(acm)" ['none'] ['20,', 'female', ''] 11.0 academic ['usa'] 4.8 20.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1841 arabic73 female ['nazareth,', 'israel'] "arabic +(ajp)" ['hebrew', ''] ['47,', 'female', ''] 7.0 academic ['usa'] 28.0 47.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1870 arabic74 male ['alexandria,', 'egypt'] "arabic +(arz)" ['french', ''] ['18,', 'male', ''] 4.0 academic ['usa'] 0.4 18.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1885 arabic75 female ['saudi', 'arabia'] "arabic +(ars)" ['none'] ['26,', 'female', ''] 2.0 naturalistic ['usa'] 5.2 26.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1892 arabic76 male ['saudi', 'arabia'] "arabic +(acw)" ['none'] ['25,', 'male', ''] 4.0 naturalistic ['usa'] 0.2 25.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1894 arabic77 female ['saudi', 'arabia'] "arabic +(acw)" ['korean', 'japanese', ''] ['18,', 'female', ''] 4.0 naturalistic ['usa'] 1.0 18.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1897 arabic78 female ['columbia,', 'usa'] arabic ['none'] ['19,', 'female', ''] 3.0 naturalistic ['usa'] 8.0 19.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1899 arabic79 female ['saudi', 'arabia'] "arabic +(acw)" ['none'] ['24,', 'female', ''] 13.0 academic ['usa'] 1.0 24.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1901 arabic80 male ['saudi', 'arabia'] "arabic +(ars)" ['none'] ['25,', 'male', ''] 11.0 academic ['usa'] 2.0 25.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1914 arabic81 male ['saudi', 'arabia'] "arabic +(ars)" ['german', ''] ['22,', 'male', ''] 17.0 naturalistic ['usa'] 3.6 22.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1917 arabic82 male ['damascus,', 'syria'] "arabic +(apc)" ['none'] ['42,', 'male', ''] 12.0 academic ['usa'] 0.3 42.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1920 arabic83 male ['saudi', 'arabia'] "arabic +(ars)" ['none'] ['22,', 'male', ''] 21.0 academic ['usa'] 1.0 22.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1927 arabic84 female ['saudi', 'arabia'] "arabic +(acw)" ['none'] ['26,', 'female', ''] 12.0 academic ['usa'] 2.0 26.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1963 arabic85 female ['saudi', 'arabia'] "arabic +(acw)" ['none'] ['24,', 'female', ''] 14.0 academic ['usa'] 0.4 24.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1964 arabic86 male ['cairo,', 'egypt'] "arabic +(arz)" ['french', 'spanish', ''] ['28,', 'male', ''] 3.0 academic ['usa,', 'canada'] 2.8 28.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2005 arabic87 female ['city,', 'kuwait'] "arabic +(afb)" ['turkish', ''] ['49,', 'female', ''] 10.0 academic ['usa'] 0.5 49.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2008 arabic88 female ['beirut,', 'lebanon'] "arabic +(apc)" ['french', ''] ['19,', 'female', ''] 4.0 academic ['usa'] 3.0 19.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2022 arabic89 female ['baghdad,', 'iraq'] "arabic +(acm)" ['none'] ['35,', 'female', ''] 19.0 academic ['usa'] 16.0 35.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2036 arabic90 female ['tripoli,', 'libya'] "arabic +(ayl)" ['turkish', ''] ['23,', 'female', ''] 12.0 academic ['usa'] 2.5 23.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2086 arabic91 female ['saudi', 'arabia'] "arabic +(ars)" ['none'] ['57,', 'female', ''] 12.0 academic ['usa'] 8.0 57.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2087 arabic92 male ['baghdad,', 'iraq'] "arabic +(acm)" ['dutch', ''] ['36,', 'male', ''] 10.0 academic ['usa'] 2.0 36.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2112 arabic93 female ['baghdad,', 'iraq'] "arabic +(acm)" ['none'] ['27,', 'female', ''] 10.0 academic ['usa'] 4.8 27.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2114 arabic94 female ['arab', 'emirates'] "arabic +(afb)" ['none'] ['24,', 'female', ''] 9.0 academic ['usa'] 9.0 24.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2143 arabic95 female ['city,', 'kuwait'] "arabic +(afb)" ['none'] ['31,', 'female', ''] 10.0 academic ['usa'] 1.0 31.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2153 arabic96 male ['saudi', 'arabia'] "arabic +(ars)" ['none'] ['21,', 'male', ''] 7.0 academic ['usa'] 2.0 21.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2154 arabic97 female ['arab', 'emirates'] "arabic +(afb)" ['none'] ['19,', 'female', ''] 4.0 academic [''] 0.0 19.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2155 arabic98 female ['arab', 'emirates'] "arabic +(afb)" ['none'] ['19,', 'female', ''] 4.0 academic [''] 0.0 19.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2157 arabic99 female ['saudi', 'arabia'] "arabic +(acw)" ['none'] ['25,', 'female', ''] 16.0 academic ['usa'] 2.0 25.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2159 arabic100 female ['beirut,', 'lebanon'] "arabic +(apc)" ['french', 'german', ''] ['40,', 'female', ''] 10.0 academic ['usa'] 20.0 40.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2160 arabic101 male ['doha,', 'qatar'] "arabic +(afb)" ['none'] ['21,', 'male', ''] 10.0 academic ['usa'] 2.0 21.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2161 arabic102 male ['saudi', 'arabia'] "arabic +(ajp)" ['french', ''] ['22,', 'male', ''] 3.0 academic ['usa'] 5.0 22.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2196 arabic103 male ['baghdad,', 'iraq'] "arabic +(acm)" ['none'] ['29,', 'male', ''] 10.0 academic ['usa'] 3.0 29.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2200 arabic104 female ['saudi', 'arabia'] "arabic +(ars)" ['none'] ['31,', 'female', ''] 6.0 academic ['usa'] 4.0 31.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2201 arabic105 female ['saudi', 'arabia'] "arabic +(ars)" ['none'] ['23,', 'female', ''] 12.0 academic [''] 0.0 23.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2202 arabic106 male ['saudi', 'arabia'] "arabic +(ars)" ['none'] ['28,', 'male', ''] 12.0 academic ['uk'] 2.0 28.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2203 arabic107 male ['saudi', 'arabia'] "arabic +(ars)" ['none'] ['28,', 'male', ''] 12.0 academic ['australia'] 2.0 28.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2204 arabic108 female ['saudi', 'arabia'] "arabic +(ars)" ['none'] ['30,', 'female', ''] 10.0 academic [''] 0.0 30.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2205 arabic109 female ['saudi', 'arabia'] "arabic +(ars)" ['none'] ['19,', 'female', ''] 10.0 academic [''] 0.0 19.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2216 arabic110 male ['saudi', 'arabia'] "arabic +(ars)" ['none'] ['27,', 'male', ''] 7.0 academic ['uk'] 7.0 27.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2217 arabic111 female ['saudi', 'arabia'] "arabic +(ars)" ['none'] ['20,', 'female', ''] 5.0 academic ['usa'] 3.0 20.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2218 arabic112 female ['saudi', 'arabia'] "arabic +(ars)" ['none'] ['19,', 'female', ''] 3.0 academic ['usa'] 2.5 19.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2219 arabic113 female ['saudi', 'arabia'] "arabic +(ars)" ['spanish', ''] ['20,', 'female', ''] 1.0 naturalistic ['usa'] 4.0 20.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2220 arabic114 female ['amman,', 'jordan'] "arabic +(acm)" ['none'] ['23,', 'female', ''] 4.0 academic ['uk,', 'usa'] 5.5 23.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2222 arabic115 female ['damascus,', 'syria'] "arabic +(apc)" ['hindi', ''] ['41,', 'female', ''] 19.0 academic ['usa'] 22.0 41.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2243 arabic116 female ['saudi', 'arabia'] "arabic +(ars)" ['none'] ['30,', 'female', ''] 13.0 academic ['usa'] 4.0 30.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2253 arabic117 male ['saudi', 'arabia'] "arabic +(ars)" ['none'] ['40,', 'male', ''] 37.0 academic ['usa'] 3.0 40.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2254 arabic118 male ['saudi', 'arabia'] "arabic +(ars)" ['none'] ['40,', 'male', ''] 13.0 academic ['australia,', 'usa'] 3.0 40.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2256 arabic119 male ['saudi', 'arabia'] "arabic +(acw)" ['none'] ['29,', 'male', ''] 13.0 academic ['uk,', 'usa'] 17.0 29.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2257 arabic120 male ['saudi', 'arabia'] "arabic +(ars)" ['amharic', 'tagalog', 'tigrigna', ''] ['31,', 'male', ''] 13.0 academic ['usa'] 3.0 31.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2258 arabic121 male ['saudi', 'arabia'] "arabic +(ajp)" ['none'] ['28,', 'male', ''] 5.0 academic ['usa'] 3.0 28.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2268 arabic122 male ['saudi', 'arabia'] "arabic +(acw)" ['none'] ['31,', 'male', ''] 28.0 academic ['usa'] 6.0 31.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2304 arabic123 male ['saudi', 'arabia'] "arabic +(ars)" ['none'] ['26,', 'male', ''] 12.0 academic ['usa'] 0.3 26.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2310 arabic124 male ['geulmim,', 'morocco'] "arabic +(ary)" ['french', 'tachelhit', ''] ['42,', 'male', ''] 17.0 academic ['usa'] 18.0 42.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2311 arabic125 male ['beersheba,', 'israel'] "arabic +(ajp)" ['hebrew', 'italian', ''] ['69,', 'male', ''] 12.0 academic ['usa'] 12.0 69.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2312 arabic126 male ['beersheba,', 'israel'] "arabic +(ajp)" ['hebrew', ''] ['51,', 'male', ''] 10.0 academic ['usa'] 24.0 51.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2313 arabic127 female ['tarshiha-maalot,', 'israel'] "arabic +(ajp)" ['hebrew', ''] ['51,', 'female', ''] 14.0 academic ['usa'] 24.0 51.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2321 arabic128 male ['saudi', 'arabia'] "arabic +(ars)" ['none'] ['40,', 'male', ''] 13.0 academic ['usa'] 1.3 40.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2331 arabic129 male ['ramallah,', 'palestine'] "arabic +(ajp)" ['none'] ['48,', 'male', ''] 11.0 academic ['usa'] 20.0 48.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2344 arabic130 male ['saudi', 'arabia'] "arabic +(ars)" ['spanish', ''] ['31,', 'male', ''] 12.0 academic ['usa'] 4.5 31.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2345 arabic131 male ['saudi', 'arabia'] "arabic +(ars)" ['none'] ['20,', 'male', ''] 17.0 academic ['usa'] 4.0 20.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2387 arabic132 female ['cairo,', 'egypt'] "arabic +(arz)" ['spanish', ''] ['29,', 'female', ''] 19.0 naturalistic ['usa'] 11.0 29.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2399 arabic133 female ['saudi', 'arabia'] "arabic +(acw)" ['none'] ['24,', 'female', ''] 12.0 academic [''] 0.0 24.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2407 arabic134 female ['saudi', 'arabia'] "arabic +(acw)" ['none'] ['29,', 'female', ''] 13.0 academic ['usa'] 0.1 29.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2410 arabic135 female ['saudi', 'arabia'] "arabic +(ars)" ['none'] ['34,', 'female', ''] 12.0 academic ['usa'] 1.0 34.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2411 arabic136 female ['wales,', 'uk'] "arabic +(ars)" ['none'] ['19,', 'female', ''] 14.0 naturalistic ['usa'] 5.0 19.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2425 arabic137 male ['arab', 'emirates'] "arabic +(afb)" ['none'] ['20,', 'male', ''] 7.0 academic ['usa'] 0.7 20.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2426 arabic138 male ['saudi', 'arabia'] "arabic +(ars)" ['none'] ['25,', 'male', ''] 12.0 academic ['usa'] 0.2 25.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2427 arabic139 male ['khartoum,', 'sudan'] "arabic +(apd)" ['none'] ['28,', 'male', ''] 5.0 academic ['usa'] 23.0 28.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2433 arabic140 female ['saudi', 'arabia'] "arabic +(acw)" ['none'] ['26,', 'female', ''] 6.0 academic ['usa'] 2.0 26.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2437 arabic141 male ['cairo,', 'egypt'] "arabic +(arz)" ['spanish', ''] ['35,', 'male', ''] 12.0 academic ['australia'] 12.0 35.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2452 arabic142 male ['saudi', 'arabia'] "arabic +(ars)" ['none'] ['25,', 'male', ''] 13.0 academic ['canada,', 'uk,', 'usa'] 0.5 25.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2470 arabic143 female ['saudi', 'arabia'] "arabic +(acw)" ['none'] ['20,', 'female', ''] 12.0 academic ['usa'] 1.0 20.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2479 arabic144 male ['laayoune,', 'morocco'] "arabic +(ary)" ['french', ''] ['32,', 'male', ''] 29.0 academic ['usa'] 3.0 32.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2488 arabic145 female ['saudi', 'arabia'] "arabic +(ars)" ['none'] ['22,', 'female', ''] 9.0 academic ['usa'] 5.0 22.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2508 arabic146 male ['amman,', 'jordan'] "arabic +(ajp)" ['none'] ['27,', 'male', ''] 17.0 academic ['usa'] 9.0 27.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2544 arabic147 female ['saudi', 'arabia'] "arabic +(acw)" ['none'] ['56,', 'female', ''] 16.0 academic [''] 0.0 56.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2550 arabic148 female ['saudi', 'arabia'] "arabic +(acw)" ['none'] ['18,', 'female', ''] 12.0 academic [''] 0.0 18.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2584 arabic149 female ['saudi', 'arabia'] "arabic +(ars)" ['none'] ['26,', 'female', ''] 12.0 academic ['usa'] 0.5 26.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2592 arabic150 female ['saudi', 'arabia'] "arabic +(ars)" ['none'] ['25,', 'female', ''] 12.0 academic ['usa'] 2.0 25.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2598 arabic151 female ['saudi', 'arabia'] "arabic +(ars)" ['french', ''] ['25,', 'female', ''] 5.0 academic ['usa'] 3.0 25.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2607 arabic152 female ['saudi', 'arabia'] "arabic +(ars)" ['none'] ['28,', 'female', ''] 7.0 naturalistic ['usa'] 10.0 28.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2676 arabic153 male ['city,', 'kuwait'] "arabic +(afb)" ['none'] ['20,', 'male', ''] 5.0 academic ['usa,', 'uk'] 3.1 20.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2693 arabic154 male ['saudi', 'arabia'] "arabic +(acw)" ['none'] ['64,', 'male', ''] 12.0 academic ['usa'] 3.5 64.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2720 arabic155 male ['saudi', 'arabia'] "arabic +(ars)" ['none'] ['28,', 'male', ''] 15.0 academic ['usa,', 'canada'] 1.5 28.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2730 arabic156 female ['cairo,', 'egypt'] "arabic +(arz)" ['none'] ['18,', 'female', ''] 6.0 academic ['usa'] 3.5 18.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2734 arabic157 female ['sanaa,', 'yemen'] "arabic +(ayn)" ['none'] ['38,', 'female', ''] 6.0 academic ['usa'] 2.0 38.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2741 arabic158 male ['jakarta,', 'indonesia'] "arabic +(acw)" ['indonesian', ''] ['22,', 'male', ''] 8.0 academic ['usa'] 5.0 22.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2742 arabic159 male ['saudi', 'arabia'] "arabic +(acw)" ['none'] ['19,', 'male', ''] 14.0 naturalistic ['usa'] 1.0 19.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2743 arabic160 female ['amman,', 'jordan'] "arabic +(ajp)" ['french', ''] ['26,', 'female', ''] 3.0 academic ['usa'] 5.0 26.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2749 arabic161 female ['minya,', 'egypt'] "arabic +(arz)" ['german', 'french', ''] ['38,', 'female', ''] 12.0 academic ['usa'] 10.0 38.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2750 arabic162 male ['saudi', 'arabia'] "arabic +(ars)" ['none'] ['50,', 'male', ''] 12.0 academic ['usa'] 8.0 50.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2752 arabic163 female ['bouznika,', 'morocco'] "arabic +(ary)" ['french', ''] ['27,', 'female', ''] 14.0 academic ['usa'] 3.0 27.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2765 arabic164 female ['sale,', 'morocco'] "arabic +(ary)" ['french', ''] ['30,', 'female', ''] 15.0 academic ['usa'] 2.0 30.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2771 arabic165 female ['beirut,', 'lebanon'] "arabic +(apc)" ['french', ''] ['62,', 'female', ''] 12.0 academic ['usa'] 20.0 62.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2780 arabic166 male ['saudi', 'arabia'] "arabic +(ars)" ['none'] ['18,', 'male', ''] 17.0 academic ['usa'] 1.0 18.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2788 arabic167 male ['saudi', 'arabia'] "arabic +(ars)" ['none'] ['24,', 'male', ''] 19.0 academic ['usa'] 0.5 24.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2794 arabic168 female ['saudi', 'arabia'] "arabic +(acw)" ['none'] ['42,', 'female', ''] 21.0 academic ['usa'] 11.0 42.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2809 arabic169 female ['tripoli,', 'libya'] "arabic +(ayl)" ['french', 'swedish', ''] ['21,', 'female', ''] 11.0 naturalistic ['usa'] 2.0 21.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2811 arabic170 female ['virginia,', 'usa'] "arabic +(acw)" ['none'] ['19,', 'female', ''] 6.0 naturalistic ['usa'] 9.0 19.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2832 arabic171 male ['saudi', 'arabia'] "arabic +(acw)" ['none'] ['22,', 'male', ''] 18.0 academic ['usa'] 5.0 22.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2842 arabic172 male ['alabama,', 'usa'] "arabic +(acw)" ['none'] ['39,', 'male', ''] 13.0 academic ['usa'] 6.0 39.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2858 arabic173 female ['tyre,', 'lebanon'] "arabic +(apc)" ['none'] ['43,', 'female', ''] 19.0 naturalistic ['usa'] 23.0 43.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2864 arabic174 female ['saudi', 'arabia'] "arabic +(ars)" ['none'] ['23,', 'female', ''] 8.0 academic ['usa'] 0.9 23.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2868 arabic175 male ['saudi', 'arabia'] "arabic +(acw)" ['none'] ['30,', 'male', ''] 20.0 academic ['usa'] 8.0 30.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2873 arabic176 male ['saudi', 'arabia'] "arabic +(acw)" ['none'] ['19,', 'male', ''] 6.0 naturalistic ['usa'] 0.1 19.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2889 arabic177 male ['saudi', 'arabia'] "arabic +(ars)" ['none'] ['26,', 'male', ''] 12.0 academic ['usa'] 0.5 26.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2899 arabic178 male ['saudi', 'arabia'] "arabic +(acw)" ['none'] ['57,', 'male', ''] 18.0 academic ['usa'] 1.0 57.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2900 arabic179 male ['saudi', 'arabia'] "arabic +(ars)" ['none'] ['26,', 'male', ''] 13.0 academic ['usa'] 8.0 26.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2901 arabic180 male ['saudi', 'arabia'] "arabic +(ars)" ['none'] ['18,', 'male', ''] 12.0 academic ['usa'] 1.0 18.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2902 arabic181 male ['saudi', 'arabia'] "arabic +(ars)" ['none'] ['19,', 'male', ''] 12.0 academic ['usa'] 0.2 19.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2903 arabic182 female ['saudi', 'arabia'] "arabic +(ars)" ['none'] ['32,', 'female', ''] 12.0 academic ['usa'] 0.6 32.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2904 arabic183 female ['saudi', 'arabia'] "arabic +(ars)" ['none'] ['27,', 'female', ''] 17.0 academic ['usa'] 6.0 27.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2905 arabic184 male ['saudi', 'arabia'] "arabic +(ars)" ['none'] ['21,', 'male', ''] 12.0 academic ['usa'] 7.0 21.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2906 arabic185 male ['saudi', 'arabia'] "arabic +(ars)" ['none'] ['35,', 'male', ''] 12.0 academic ['usa'] 0.5 35.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2907 arabic186 female ['saudi', 'arabia'] "arabic +(ars)" ['none'] ['24,', 'female', ''] 19.0 academic ['usa'] 6.0 24.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2908 arabic187 female ['saudi', 'arabia'] "arabic +(ars)" ['none'] ['20,', 'female', ''] 15.0 academic ['usa'] 6.0 20.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2909 arabic188 male ['saudi', 'arabia'] "arabic +(ars)" ['none'] ['20,', 'male', ''] 6.0 academic ['usa'] 5.0 20.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2910 arabic189 female ['saudi', 'arabia'] "arabic +(ars)" ['none'] ['18,', 'female', ''] 12.0 academic ['usa'] 2.0 18.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2911 arabic190 female ['saudi', 'arabia'] "arabic +(ars)" ['none'] ['25,', 'female', ''] 15.0 academic ['usa'] 0.2 25.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2912 arabic191 female ['saudi', 'arabia'] "arabic +(ars)" ['none'] ['21,', 'female', ''] 7.0 academic ['usa'] 5.0 21.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2913 arabic192 female ['saudi', 'arabia'] "arabic +(ars)" ['none'] ['19,', 'female', ''] 7.0 academic ['usa'] 4.0 19.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2914 arabic193 male ['saudi', 'arabia'] "arabic +(ars)" ['none'] ['29,', 'male', ''] 18.0 academic ['usa'] 7.0 29.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2915 arabic194 male ['saudi', 'arabia'] "arabic +(ars)" ['none'] ['20,', 'male', ''] 12.0 academic ['usa'] 0.1 20.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2945 arabic195 female ['tunis,', 'tunisia'] "arabic +(aeb)" ['french', ''] ['53,', 'female', ''] 13.0 academic ['usa'] 13.0 53.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2950 arabic196 male ['cairo,', 'egypt'] "arabic +(arz)" ['french', ''] ['39,', 'male', ''] 7.0 academic ['usa'] 11.0 39.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2957 arabic197 male ['khartoum,', 'sudan'] "arabic +(apd)" ['none'] ['66,', 'male', ''] 14.0 academic ['usa'] 36.0 66.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2968 arabic198 male ['damascus,', 'syria'] "arabic +(apc)" ['french', ''] ['56,', 'male', ''] 15.0 academic ['usa'] 30.0 56.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2974 arabic199 female ['kenitra,', 'morocco'] "arabic +(ary)" ['french', ''] ['26,', 'female', ''] 14.0 academic ['usa'] 0.3 26.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2981 arabic200 female ['jerusalem,', 'israel'] "arabic +(ajp)" ['spanish', ''] ['48,', 'female', ''] 12.0 academic ['usa'] 24.0 48.0 arabic +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=323 spanish1 male ['caracas,', 'venezuela'] "spanish +(spa)" ['none'] ['24,', 'male', ''] 17.0 academic ['usa'] 0.3 24.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=334 spanish2 male ['cruz,', 'venezuela'] "spanish +(spa)" ['german', ''] ['20,', 'male', ''] 12.0 academic ['usa'] 0.5 20.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=344 spanish3 female ['bogota,', 'colombia'] "spanish +(spa)" ['none'] ['17,', 'female', ''] 16.0 academic ['usa'] 0.1 17.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=345 spanish4 female ['el', 'salvador'] "spanish +(spa)" ['none'] ['21,', 'female', ''] 17.0 academic ['usa'] 4.0 21.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=346 spanish5 female ['bogota,', 'colombia'] "spanish +(spa)" ['french', 'german', ''] ['52,', 'female', ''] 13.0 naturalistic ['usa'] 17.0 52.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=347 spanish6 male ['lima,', 'peru'] "spanish +(spa)" ['none'] ['20,', 'male', ''] 19.0 academic ['usa'] 1.0 20.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=348 spanish7 female ['bogota,', 'colombia'] "spanish +(spa)" ['arabic', 'french', 'german', 'swedish', 'esperanto', ''] ['21,', 'female', ''] 20.0 academic ['usa'] 0.4 21.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=349 spanish8 male ['el', 'salvador'] "spanish +(spa)" ['none'] ['21,', 'male', ''] 12.0 academic ['usa'] 0.5 21.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=350 spanish9 male ['araure,', 'venezuela'] "spanish +(spa)" ['none'] ['20,', 'male', ''] 17.0 academic ['usa,trinidad'] 0.4 20.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=324 spanish10 male ['el', 'salvador'] "spanish +(spa)" ['none'] ['48,', 'male', ''] 47.0 academic ['usa'] 10.0 48.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=325 spanish11 female ['lima,', 'peru'] "spanish +(spa)" ['none'] ['49,', 'female', ''] 28.0 academic ['usa'] 9.0 49.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=326 spanish12 male ['oviedo,', 'spain'] "spanish +(spa)" ['french', ''] ['25,', 'male', ''] 8.0 academic ['usa'] 5.0 25.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=327 spanish13 female ['duitama,', 'colombia'] "spanish +(spa)" ['none'] ['29,', 'female', ''] 11.0 academic ['usa'] 1.2 29.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=328 spanish14 female ['pereira,', 'colombia'] "spanish +(spa)" ['none'] ['34,', 'female', ''] 15.0 academic ['usa'] 1.0 34.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=329 spanish15 male ['puerto', 'rico'] "spanish +(spa)" ['portuguese', ''] ['54,', 'male', ''] 4.0 academic ['usa'] 21.0 54.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=330 spanish16 male ['aires,', 'argentina'] "spanish +(spa)" ['french', 'german', ''] ['44,', 'male', ''] 25.0 naturalistic ['usa'] 19.0 44.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=331 spanish17 female ['puebla,', 'mexico'] "spanish +(spa)" ['none'] ['22,', 'female', ''] 9.0 academic ['usa'] 10.0 22.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=332 spanish18 male ['paz,', 'bolivia'] "spanish +(spa)" ['none'] ['22,', 'male', ''] 17.0 academic ['usa'] 2.0 22.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=333 spanish19 female ['havana,', 'cuba'] "spanish +(spa)" ['none'] ['25,', 'female', ''] 17.0 academic ['usa'] 5.0 25.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=335 spanish20 male ['managua,', 'nicaragua'] "spanish +(spa)" ['none'] ['45,', 'male', ''] 30.0 academic ['usa'] 18.0 45.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=336 spanish21 male ['santiago,', 'chile'] "spanish +(spa)" ['none'] ['25,', 'male', ''] 18.0 naturalistic [''] 0.0 25.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=337 spanish22 female ['madrid,', 'spain'] "spanish +(spa)" ['german', ''] ['32,', 'female', ''] 11.0 academic ['usa'] 0.8 32.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=338 spanish23 male ['santiago,', 'chile'] "spanish +(spa)" ['swedish', 'italian', ''] ['22,', 'male', ''] 7.0 academic ['usa'] 0.1 22.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=339 spanish24 male ['city,', 'mexico'] "spanish +(spa)" ['french', ''] ['27,', 'male', ''] 5.0 academic ['usa'] 1.8 27.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=340 spanish25 male ['costa', 'rica'] "spanish +(spa)" ['italian', 'french', ''] ['26,', 'male', ''] 21.0 academic ['usa'] 5.0 26.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=341 spanish26 male ['burgos,', 'spain'] "spanish +(spa)" ['french', 'german', 'swedish', 'esperanto', ''] ['18,', 'male', ''] 6.0 academic [''] 0.0 18.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=342 spanish27 male ['zaragoza,', 'spain'] "spanish +(spa)" ['none'] ['34,', 'male', ''] 14.0 academic ['ireland'] 0.1 34.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=343 spanish28 female ['el', 'salvador'] "spanish +(spa)" ['none'] ['20,', 'female', ''] 18.0 academic ['usa'] 2.0 20.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=410 spanish29 male ['zulia,', 'venezuela'] "spanish +(spa)" ['french', ''] ['18,', 'male', ''] 10.0 academic ['canada'] 0.5 18.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=441 spanish30 male ['aires,', 'argentina'] "spanish +(spa)" ['french', 'portuguese', 'italian', ''] ['18,', 'male', ''] 5.0 academic [''] 0.0 18.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=449 spanish31 female ['guayaquil,', 'ecuador'] "spanish +(spa)" ['none'] ['31,', 'female', ''] 7.0 academic ['usa'] 7.0 31.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=450 spanish32 male ['cruz,', 'bolivia'] "spanish +(spa)" ['portuguese', ''] ['26,', 'male', ''] 22.0 academic ['usa'] 4.0 26.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=467 spanish33 male ['caracas,', 'venezuela'] "spanish +(spa)" ['none'] ['18,', 'male', ''] 15.0 academic ['usa'] 3.0 18.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=476 spanish34 male ['cartagena,', 'spain'] "spanish +(spa)" ['german', ''] ['28,', 'male', ''] 11.0 academic ['uk'] 0.75 28.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=479 spanish35 male ['city,', 'mexico'] "spanish +(spa)" ['italian', ''] ['28,', 'male', ''] 17.0 academic ['usa'] 4.25 28.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=499 spanish36 male ['montevideo,', 'uruguay'] "spanish +(spa)" ['none'] ['27,', 'male', ''] 25.0 academic [''] 0.0 27.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=575 spanish37 female ['tegucigalpa,', 'honduras'] "spanish +(spa)" ['russian', ''] ['50,', 'female', ''] 17.0 academic ['usa'] 13.0 50.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=576 spanish38 male ['tegucigalpa,', 'honduras'] "spanish +(spa)" ['portuguese', ''] ['53,', 'male', ''] 13.0 academic ['usa'] 15.0 53.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=614 spanish39 male ['pamplona,', 'spain'] "spanish +(spa)" ['none'] ['20,', 'male', ''] 3.0 academic [''] 0.0 20.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=644 spanish40 male ['costa', 'rica'] "spanish +(spa)" ['italian', ''] ['20,', 'male', ''] 6.0 academic [''] 0.0 20.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=706 spanish41 male ['dominican', 'republic'] "spanish +(spa)" ['none'] ['25,', 'male', ''] 6.0 naturalistic ['usa'] 23.0 25.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=712 spanish42 female ['bogota,', 'colombia'] "spanish +(spa)" ['none'] ['80,', 'female', ''] 18.0 academic ['usa'] 20.0 80.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=714 spanish43 male ['dominican', 'republic'] "spanish +(spa)" ['none'] ['43,', 'male', ''] 16.0 academic ['usa'] 22.0 43.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=716 spanish44 female ['dominican', 'republic'] "spanish +(spa)" ['none'] ['37,', 'female', ''] 4.0 academic ['usa'] 11.5 37.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=715 spanish45 female ['dominican', 'republic'] "spanish +(spa)" ['none'] ['47,', 'female', ''] 12.0 academic ['usa'] 2.0 47.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=717 spanish46 male ['dominican', 'republic'] "spanish +(spa)" ['french', ''] ['33,', 'male', ''] 14.0 academic ['usa'] 10.0 33.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=718 spanish47 female ['dominican', 'republic'] "spanish +(spa)" ['french', ''] ['25,', 'female', ''] 12.0 academic ['usa'] 2.5 25.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=731 spanish48 male ['bilbao,', 'spain'] "spanish +(spa)" ['none'] ['21,', 'male', ''] 6.0 academic [''] 0.0 21.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=732 spanish49 male ['tandil,', 'argentina'] "spanish +(spa)" ['japanese', ''] ['31,', 'male', ''] 6.0 academic [''] 0.0 31.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=752 spanish50 male ['dominican', 'republic'] "spanish +(spa)" ['none'] ['27,', 'male', ''] 15.0 academic ['usa'] 0.25 27.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=753 spanish51 male ['puerto', 'rico'] "spanish +(spa)" ['none'] ['20,', 'male', ''] 6.0 academic ['usa'] 20.0 20.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=777 spanish52 female ['cauca,', 'colombia'] "spanish +(spa)" ['french', 'italian', ''] ['29,', 'female', ''] 21.0 academic ['usa'] 3.0 29.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=797 spanish53 male ['bogota,', 'colombia'] "spanish +(spa)" ['portuguese', ''] ['33,', 'male', ''] 6.0 academic ['usa'] 1.2 33.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=800 spanish54 male ['mar,', 'chile'] "spanish +(spa)" ['none'] ['25,', 'male', ''] 18.0 academic ['usa'] 1.0 25.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=810 spanish55 male ['tandil,', 'argentina'] "spanish +(spa)" ['none'] ['36,', 'male', ''] 9.0 academic ['usa'] 3.2 36.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=838 spanish56 male ['monterrey,', 'mexico'] "spanish +(spa)" ['german', 'french', 'chinese', ''] ['22,', 'male', ''] 8.0 academic [''] 0.0 22.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=886 spanish57 male ['montevideo,', 'uruguay'] "spanish +(spa)" ['italian', ''] ['33,', 'male', ''] 11.0 academic ['ireland,', 'usa'] 6.0 33.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=906 spanish58 male ['bogota,', 'colombia'] "spanish +(spa)" ['none'] ['31,', 'male', ''] 18.0 academic ['usa'] 2.0 31.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=908 spanish59 female ['puerto', 'rico'] "spanish +(spa)" ['none'] ['31,', 'female', ''] 5.0 naturalistic ['usa'] 26.0 31.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=915 spanish60 female ['dominican', 'republic'] "spanish +(spa)" ['french', ''] ['18,', 'female', ''] 9.0 naturalistic ['usa'] 10.0 18.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=924 spanish61 male ['azuaga,', 'spain'] "spanish +(spa)" ['french', ''] ['67,', 'male', ''] 39.0 naturalistic ['usa'] 30.0 67.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=925 spanish62 female ['aires,', 'argentina'] "spanish +(spa)" ['italian', 'french', 'portuguese', ''] ['63,', 'female', ''] 19.0 academic ['usa'] 41.0 63.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=959 spanish63 female ['coruna,', 'spain'] "spanish +(spa)" ['catalan', 'italian', 'german', ''] ['32,', 'female', ''] 10.0 academic ['uk,', 'usa'] 4.0 32.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=962 spanish64 male ['medellin,', 'colombia'] "spanish +(spa)" ['none'] ['28,', 'male', ''] 12.0 academic [''] 0.0 28.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1069 spanish65 male ['barranquilla,', 'colombia'] "spanish +(spa)" ['none'] ['32,', 'male', ''] 12.0 naturalistic ['usa'] 20.0 32.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1077 spanish66 male ['el', 'salvador'] "spanish +(spa)" ['none'] ['30,', 'male', ''] 12.0 naturalistic ['canada'] 18.0 30.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1111 spanish67 female ['marta,', 'colombia'] "spanish +(spa)" ['french', ''] ['48,', 'female', ''] 14.0 academic ['usa'] 4.0 48.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1227 spanish68 male ['fernando,', 'chile'] "spanish +(spa)" ['german', ''] ['27,', 'male', ''] 14.0 academic ['australia'] 0.8 27.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1229 spanish69 female ['caracas,', 'venezuela'] "spanish +(spa)" ['french', ''] ['20,', 'female', ''] 7.0 naturalistic ['usa'] 10.0 20.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1230 spanish70 female ['bogota,', 'colombia'] "spanish +(spa)" ['french', ''] ['30,', 'female', ''] 10.0 academic ['usa'] 1.5 30.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1231 spanish71 male ['rosario,', 'argentina'] "spanish +(spa)" ['swedish', 'italian', ''] ['24,', 'male', ''] 6.0 academic [''] 0.0 24.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1238 spanish72 female ['florida,', 'usa'] "spanish +(spa)" ['none'] ['20,', 'female', ''] 5.0 naturalistic ['usa'] 20.0 20.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1240 spanish73 male ['merida,', 'venezuela'] "spanish +(spa)" ['none'] ['19,', 'male', ''] 15.0 academic ['uk'] 0.1 19.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1249 spanish74 male ['zaragoza,', 'spain'] "spanish +(spa)" ['none'] ['44,', 'male', ''] 14.0 academic [''] 0.0 44.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1273 spanish75 female ['lima,', 'peru'] "spanish +(spa)" ['french', 'dutch', ''] ['28,', 'female', ''] 5.0 academic ['usa'] 8.0 28.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1290 spanish76 male ['paz,', 'bolivia'] "spanish +(spa)" ['french', 'italian', ''] ['27,', 'male', ''] 10.0 academic ['uk'] 4.0 27.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1301 spanish77 male ['jalisco,', 'mexico'] "spanish +(spa)" ['none'] ['45,', 'male', ''] 13.0 academic ['usa'] 2.0 45.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1338 spanish78 female ['lima,', 'peru'] "spanish +(spa)" ['french', ''] ['55,', 'female', ''] 5.0 academic ['usa'] 16.0 55.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1344 spanish79 female ['lamas,', 'peru'] "spanish +(spa)" ['none'] ['70,', 'female', ''] 22.0 academic ['usa'] 41.0 70.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1346 spanish80 female ['bogota,', 'colombia'] "spanish +(spa)" ['none'] ['77,', 'female', ''] 75.0 naturalistic ['usa'] 12.0 77.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1347 spanish81 female ['puerto', 'rico'] "spanish +(spa)" ['none'] ['63,', 'female', ''] 7.0 academic ['usa'] 2.5 63.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1396 spanish82 male ['paz,', 'bolivia'] "spanish +(spa)" ['none'] ['49,', 'male', ''] 14.0 academic ['usa'] 12.0 49.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1397 spanish83 male ['paz,', 'bolivia'] "spanish +(spa)" ['italian', ''] ['48,', 'male', ''] 14.0 academic ['usa'] 1.4 48.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1398 spanish84 female ['aires,', 'argentina'] "spanish +(spa)" ['none'] ['19,', 'female', ''] 4.0 academic ['usa'] 0.2 19.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1399 spanish85 female ['aires,', 'argentina'] "spanish +(spa)" ['french', ''] ['44,', 'female', ''] 6.0 academic [''] 0.0 44.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1400 spanish86 male ['aires,', 'argentina'] "spanish +(spa)" ['french', ''] ['23,', 'male', ''] 4.0 academic [''] 0.0 23.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1401 spanish87 male ['paz,', 'bolivia'] "spanish +(spa)" ['none'] ['55,', 'male', ''] 9.0 academic ['usa,', 'ireland'] 2.2 55.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1402 spanish88 male ['paz,', 'bolivia'] "spanish +(spa)" ['none'] ['53,', 'male', ''] 25.0 naturalistic ['usa'] 29.0 53.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1425 spanish89 male ['monterrey,', 'mexico'] "spanish +(spa)" ['none'] ['22,', 'male', ''] 13.0 academic ['usa'] 9.0 22.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1431 spanish90 female ['caracas,', 'venezuela'] "spanish +(spa)" ['italian', ''] ['23,', 'female', ''] 3.0 naturalistic ['usa'] 2.0 23.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1433 spanish91 female ['caracas,', 'venezuela'] "spanish +(spa)" ['french', ''] ['20,', 'female', ''] 7.0 naturalistic ['usa'] 10.0 20.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1435 spanish92 male ['cardenas,', 'cuba'] "spanish +(spa)" ['none'] ['54,', 'male', ''] 9.0 naturalistic ['usa'] 45.0 54.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1436 spanish93 female ['rosa,', 'honduras'] "spanish +(spa)" ['none'] ['29,', 'female', ''] 18.0 naturalistic ['usa'] 11.0 29.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1439 spanish94 male ['bogota,', 'colombia'] "spanish +(spa)" ['none'] ['19,', 'male', ''] 6.0 academic ['usa'] 11.0 19.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1444 spanish95 female ['juarez,', 'mexico'] "spanish +(spa)" ['none'] ['31,', 'female', ''] 21.0 naturalistic ['usa'] 10.0 31.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1449 spanish96 female ['arequipa,', 'peru'] "spanish +(spa)" ['portuguese', 'french', 'italian', 'quechua', ''] ['29,', 'female', ''] 12.0 academic ['usa'] 4.25 29.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1450 spanish97 female ['bogota,', 'colombia'] "spanish +(spa)" ['german', ''] ['52,', 'female', ''] 19.0 academic ['usa'] 17.5 52.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1451 spanish98 male ['veracruz,', 'mexico'] "spanish +(spa)" ['none'] ['34,', 'male', ''] 29.0 naturalistic ['usa'] 5.0 34.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1506 spanish99 female ['lima,', 'peru'] "spanish +(spa)" ['none'] ['20,', 'female', ''] 4.0 academic ['usa'] 1.5 20.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1508 spanish100 female ['iquitos,', 'peru'] "spanish +(spa)" ['arabic', ''] ['30,', 'female', ''] 26.0 academic ['usa'] 8.0 30.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1574 spanish101 female ['el', 'salvador'] "spanish +(spa)" ['none'] ['39,', 'female', ''] 19.0 naturalistic ['usa'] 24.0 39.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1575 spanish102 male ['cochabamba,', 'bolivia'] "spanish +(spa)" ['quechua', ''] ['31,', 'male', ''] 26.0 academic ['usa'] 9.0 31.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1584 spanish103 male ['el', 'salvador'] "spanish +(spa)" ['none'] ['46,', 'male', ''] 15.0 naturalistic ['usa'] 25.0 46.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1600 spanish104 female ['el', 'salvador'] "spanish +(spa)" ['none'] ['28,', 'female', ''] 20.0 naturalistic ['usa'] 8.0 28.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1613 spanish105 female ['frontera,', 'spain'] "spanish +(spa)" ['latin', 'greek', 'arabic', 'german', ''] ['41,', 'female', ''] 10.0 academic ['usa'] 12.0 41.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1621 spanish106 male ['lima,', 'peru'] "spanish +(spa)" ['none'] ['21,', 'male', ''] 5.0 academic ['usa'] 10.0 21.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1622 spanish107 male ['el', 'salvador'] "spanish +(spa)" ['italian', ''] ['36,', 'male', ''] 14.0 naturalistic ['usa'] 22.0 36.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1629 spanish108 male ['medellin,', 'colombia'] "spanish +(spa)" ['none'] ['36,', 'male', ''] 24.0 academic ['usa'] 12.0 36.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1660 spanish109 male ['maracay,', 'venezuela'] "spanish +(spa)" ['french', 'portuguese', ''] ['21,', 'male', ''] 16.0 academic [''] 0.0 21.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1680 spanish110 male ['caracas,', 'venezuela'] "spanish +(spa)" ['german', 'japanese', ''] ['20,', 'male', ''] 18.0 academic [''] 0.0 20.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1689 spanish111 male ['santiago,', 'chile'] "spanish +(spa)" ['none'] ['55,', 'male', ''] 33.0 naturalistic ['usa'] 23.7 55.0 spanish 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['el', 'salvador'] "spanish +(spa)" ['none'] ['34,', 'male', ''] 21.0 academic ['usa'] 10.0 34.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1831 spanish122 female ['toluca,', 'mexico'] "spanish +(spa)" ['none'] ['26,', 'female', ''] 10.0 academic ['usa'] 16.0 26.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1834 spanish123 female ['ilbague,', 'colombia'] "spanish +(spa)" ['french', ''] ['57,', 'female', ''] 14.0 academic ['usa'] 17.0 57.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1835 spanish124 male ['cruz,', 'bolivia'] "spanish +(spa)" ['none'] ['22,', 'male', ''] 5.0 naturalistic ['usa'] 14.0 22.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1840 spanish125 male ['lima,', 'peru'] "spanish +(spa)" ['none'] ['23,', 'male', ''] 9.0 naturalistic ['usa'] 14.0 23.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1853 spanish126 female ['colon,', 'panama'] "spanish +(spa)" ['french', ''] ['54,', 'female', ''] 5.0 naturalistic ['usa'] 35.0 54.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1860 spanish127 male ['el', 'salvador'] "spanish +(spa)" ['italian', ''] ['34,', 'male', ''] 19.0 academic ['usa'] 7.0 34.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1869 spanish128 female ['lima,', 'peru'] "spanish +(spa)" ['none'] ['30,', 'female', ''] 7.0 academic ['usa'] 17.0 30.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1874 spanish129 female ['havana,', 'cuba'] "spanish +(spa)" ['none'] ['47,', 'female', ''] 30.0 naturalistic ['usa'] 17.0 47.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1891 spanish130 male ['guayaquil,', 'ecuador'] "spanish +(spa)" ['french', ''] ['27,', 'male', ''] 21.0 naturalistic ['usa'] 1.0 27.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1903 spanish131 male ['havana,', 'cuba'] "spanish +(spa)" ['none'] ['56,', 'male', ''] 25.0 naturalistic ['usa'] 31.0 56.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1904 spanish132 female ['puerto', 'rico'] "spanish +(spa)" ['italian', ''] ['50,', 'female', ''] 15.0 academic ['usa'] 30.0 50.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1916 spanish133 male ['cochabamba,', 'bolivia'] "spanish +(spa)" ['portuguese', 'japanese', ''] ['38,', 'male', ''] 19.0 academic ['usa'] 13.0 38.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1921 spanish134 female ['el', 'salvador'] "spanish +(spa)" ['none'] ['41,', 'female', ''] 13.0 academic ['usa'] 28.7 41.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1923 spanish135 female ['cuba,', 'cuba'] "spanish +(spa)" ['none'] ['41,', 'female', ''] 22.0 naturalistic ['usa'] 18.0 41.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1949 spanish136 male ['santiago,', 'chile'] "spanish +(spa)" ['french', 'italian', ''] ['49,', 'male', ''] 8.0 academic ['usa'] 41.0 49.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1979 spanish137 female ['el', 'salvador'] "spanish +(spa)" ['none'] ['24,', 'female', ''] 21.0 academic ['usa'] 4.0 24.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1980 spanish138 female ['el', 'salvador'] "spanish +(spa)" ['none'] ['24,', 'female', ''] 16.0 academic ['usa'] 8.0 24.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1981 spanish139 male ['city,', 'guatemala'] "spanish +(spa)" ['none'] ['50,', 'male', ''] 38.0 academic ['usa'] 11.0 50.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1985 spanish140 female ['cochabamba,', 'bolivia'] "spanish +(spa)" ['quechua', ''] ['37,', 'female', ''] 31.0 academic ['usa'] 6.0 37.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2009 spanish141 male ['el', 'salvador'] "spanish +(spa)" ['none'] ['24,', 'male', ''] 12.0 academic ['usa'] 12.0 24.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2016 spanish142 female ['el', 'salvador'] "spanish +(spa)" ['none'] ['59,', 'female', ''] 8.0 academic ['usa'] 33.0 59.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2026 spanish143 male ['oviedo,', 'spain'] "spanish +(spa)" ['none'] ['45,', 'male', ''] 6.0 academic ['uk,', 'usa'] 12.5 45.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2051 spanish144 female ['zacatecas,', 'mexico'] "spanish +(spa)" ['none'] ['33,', 'female', ''] 23.0 naturalistic ['usa'] 10.0 33.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2052 spanish145 female ['zacatecas,', 'mexico'] "spanish +(spa)" ['none'] ['37,', 'female', ''] 21.0 naturalistic ['usa'] 16.0 37.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2057 spanish146 male ['oaxaca,', 'mexico'] "spanish +(spa)" ['none'] ['25,', 'male', ''] 18.0 naturalistic ['usa'] 7.0 25.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2078 spanish147 male ['puerto_cabezas,', 'nicaragua'] "spanish +(spa)" ['miskito', ''] ['26,', 'male', ''] 15.0 academic [''] 0.0 26.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2079 spanish148 male ['ceiba,', 'honduras'] "spanish +(spa)" ['none'] ['19,', 'male', ''] 11.0 academic [''] 0.0 19.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2091 spanish149 male ['cabezas,', 'nicaragua'] "spanish +(spa)" ['miskito', ''] ['23,', 'male', ''] 22.0 naturalistic [''] 0.0 23.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2094 spanish150 male ['cabezas,', 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spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2150 spanish160 male ['bogota,', 'colombia'] "spanish +(spa)" ['none'] ['20,', 'male', ''] 7.0 academic ['usa'] 9.0 20.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2156 spanish161 female ['leon,', 'nicaragua'] "spanish +(spa)" ['none'] ['56,', 'female', ''] 32.0 academic ['usa'] 19.0 56.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2169 spanish162 male ['city,', 'mexico'] "spanish +(spa)" ['none'] ['28,', 'male', ''] 5.0 naturalistic ['usa,', 'uk'] 5.0 28.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2212 spanish163 male ['asuncion,', 'paraguay'] "spanish +(spa)" ['none'] ['25,', 'male', ''] 15.0 academic ['usa'] 5.0 25.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2230 spanish164 female ['zacatecas,', 'mexico'] "spanish +(spa)" ['none'] ['35,', 'female', ''] 27.0 naturalistic ['usa'] 19.0 35.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2235 spanish165 male ['puerto', 'rico'] "spanish +(spa)" ['german', 'italian', ''] ['62,', 'male', ''] 4.0 academic ['usa'] 11.0 62.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2238 spanish166 female ['dominican', 'republic'] "spanish +(spa)" ['none'] ['26,', 'female', ''] 11.0 academic ['usa'] 5.0 26.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2239 spanish167 female ['lima,', 'peru'] "spanish +(spa)" ['japanese', ''] ['29,', 'female', ''] 15.0 academic ['usa'] 15.0 29.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2240 spanish168 male ['pasto,', 'colombia'] "spanish +(spa)" ['none'] ['28,', 'male', ''] 4.0 academic ['usa'] 0.4 28.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2250 spanish169 female ['puerto', 'rico'] "spanish +(spa)" ['none'] ['36,', 'female', 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['none'] ['26,', 'female', ''] 7.0 academic ['usa'] 5.0 26.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2300 spanish175 female ['puerto', 'rico'] "spanish +(spa)" ['portuguese', ''] ['20,', 'female', ''] 12.0 academic ['usa'] 2.0 20.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2317 spanish176 male ['city,', 'panama'] "spanish +(spa)" ['none'] ['55,', 'male', ''] 6.0 academic ['usa'] 26.0 55.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2328 spanish177 female ['el', 'salvador'] "spanish +(spa)" ['none'] ['48,', 'female', ''] 17.0 naturalistic ['usa'] 26.0 48.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2335 spanish178 female ['el', 'salvador'] "spanish +(spa)" ['none'] ['41,', 'female', ''] 30.0 naturalistic ['usa'] 11.0 41.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2336 spanish179 female ['el', 'salvador'] "spanish 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spanish189 male ['el', 'salvador'] "spanish +(spa)" ['none'] ['42,', 'male', ''] 18.0 academic ['usa'] 27.0 42.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2401 spanish190 male ['bogota,', 'colombia'] "spanish +(spa)" ['french', ''] ['41,', 'male', ''] 6.0 academic ['usa'] 7.0 41.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2434 spanish191 female ['bogota,', 'colombia'] "spanish +(spa)" ['none'] ['38,', 'female', ''] 12.0 academic ['usa'] 2.0 38.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2466 spanish192 male ['cordoba,', 'argentina'] "spanish +(spa)" ['french', 'german', ''] ['40,', 'male', ''] 10.0 academic ['uk'] 1.0 40.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2467 spanish193 female ['david,', 'panama'] "spanish +(spa)" ['none'] ['75,', 'female', ''] 5.0 academic ['usa'] 54.0 75.0 spanish 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academic ['usa'] 23.0 38.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2507 spanish199 male ['puerto', 'rico'] "spanish +(spa)" ['portuguese', 'french', ''] ['18,', 'male', ''] 2.0 academic ['usa'] 0.3 18.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2521 spanish200 female ['bogota,', 'colombia'] "spanish +(spa)" ['none'] ['30,', 'female', ''] 17.0 academic ['usa'] 12.0 30.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2586 spanish201 male ['city,', 'mexico'] "spanish +(spa)" ['none'] ['25,', 'male', ''] 18.0 naturalistic ['usa'] 5.7 25.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2588 spanish202 female ['city,', 'mexico'] "spanish +(spa)" ['none'] ['48,', 'female', ''] 17.0 naturalistic ['usa'] 31.0 48.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2590 spanish203 female ['el', 'salvador'] "spanish +(spa)" ['none'] ['32,', 'female', ''] 11.0 academic ['usa'] 23.0 32.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2602 spanish204 male ['almeria,', 'spain'] "spanish +(spa)" ['french', ''] ['21,', 'male', ''] 8.0 academic ['usa'] 0.8 21.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2614 spanish205 male ['cerete,', 'colombia'] "spanish +(spa)" ['french', ''] ['29,', 'male', ''] 7.0 academic ['canada'] 0.3 29.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2615 spanish206 female ['santiago,', 'chile'] "spanish +(spa)" ['none'] ['21,', 'female', ''] 4.0 academic ['usa,', 'uk'] 0.4 21.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2684 spanish207 female ['ica,', 'peru'] "spanish +(spa)" ['none'] ['39,', 'female', ''] 12.0 academic ['usa'] 0.3 39.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2692 spanish208 male ['dominican', 'republic'] "spanish +(spa)" ['none'] ['49,', 'male', ''] 13.0 academic ['usa'] 30.0 49.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2705 spanish209 female ['lima,', 'peru'] "spanish +(spa)" ['asl', ''] ['35,', 'female', ''] 12.0 naturalistic ['usa'] 16.0 35.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2729 spanish210 female ['cordoba,', 'argentina'] "spanish +(spa)" ['none'] ['20,', 'female', ''] 8.0 naturalistic ['puerto', 'rico,', 'usa'] 18.0 20.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2760 spanish211 female ['paz,', 'bolivia'] "spanish +(spa)" ['none'] ['19,', 'female', ''] 16.0 academic ['usa'] 3.0 19.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2761 spanish212 female ['el', 'salvador'] "spanish +(spa)" ['none'] ['21,', 'female', ''] 10.0 academic ['usa'] 11.0 21.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2769 spanish213 male ['loja,', 'ecuador'] "spanish +(spa)" ['none'] ['22,', 'male', ''] 13.0 naturalistic ['usa'] 9.0 22.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2770 spanish214 female ['neiva,', 'colombia'] "spanish +(spa)" ['none'] ['45,', 'female', ''] 26.0 naturalistic ['usa'] 20.0 45.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2791 spanish215 female ['cochabamba,', 'bolivia'] "spanish +(spa)" ['none'] ['24,', 'female', ''] 13.0 academic ['usa'] 10.0 24.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2801 spanish216 female ['caracas,', 'venezuela'] "spanish +(spa)" ['none'] ['43,', 'female', ''] 42.0 academic ['usa'] 5.0 43.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2827 spanish217 female ['bogota,', 'colombia'] "spanish +(spa)" ['french', ''] ['19,', 'female', ''] 7.0 academic ['usa'] 4.5 19.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2829 spanish218 female ['danli,', 'honduras'] "spanish +(spa)" ['none'] ['19,', 'female', ''] 8.0 academic ['usa'] 5.3 19.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2835 spanish219 female ['el', 'salvador'] "spanish +(spa)" ['none'] ['44,', 'female', ''] 25.0 naturalistic ['usa'] 26.0 44.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2844 spanish220 male ['jalisco,', 'mexico'] "spanish +(spa)" ['none'] ['63,', 'male', ''] 31.0 naturalistic ['usa'] 32.0 63.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2861 spanish221 female ['bogota,', 'colombia'] "spanish +(spa)" ['none'] ['32,', 'female', ''] 6.0 academic ['usa'] 24.5 32.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2865 spanish222 female ['puerto', 'rico'] "spanish +(spa)" ['none'] ['45,', 'female', ''] 2.0 naturalistic ['usa'] 43.0 45.0 spanish 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academic ['usa'] 5.0 39.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2976 spanish233 female ['aires,', 'argentina'] "spanish +(spa)" ['korean', ''] ['19,', 'female', ''] 5.0 academic ['usa'] 6.0 19.0 spanish +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=238 korean1 male ['south', 'korea'] "korean +(kor)" ['french', ''] ['29,', 'male', ''] 13.0 academic ['usa'] 1.1 29.0 korean +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=239 korean2 female ['south', 'korea'] "korean +(kor)" ['none'] ['23,', 'female', ''] 14.0 academic ['usa'] 0.1 23.0 korean +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=240 korean3 female ['south', 'korea'] "korean +(kor)" ['spanish', ''] ['19,', 'female', ''] 17.0 academic ['usa'] 0.6 19.0 korean +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=241 korean4 female ['south', 'korea'] "korean +(kor)" ['none'] ['29,', 'female', ''] 15.0 academic ['usa'] 2.0 29.0 korean +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=242 korean5 female ['south', 'korea'] "korean +(kor)" ['none'] ['50,', 'female', ''] 12.0 academic ['usa'] 23.0 50.0 korean +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=243 korean6 female ['south', 'korea'] "korean +(kor)" ['none'] ['21,', 'female', ''] 12.0 academic [''] 0.0 21.0 korean +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=244 korean7 male ['south', 'korea'] "korean +(kor)" ['french', ''] ['32,', 'male', ''] 10.0 academic ['usa'] 23.0 32.0 korean +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=452 korean8 female ['south', 'korea'] "korean +(kor)" ['none'] ['39,', 'female', ''] 13.0 academic ['usa'] 10.0 39.0 korean +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=474 korean9 male ['south', 'korea'] "korean +(kor)" ['japanese', ''] ['34,', 'male', ''] 12.0 academic ['uk,australia'] 2.0 34.0 korean 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0.0 49.0 korean +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1982 korean45 male ['south', 'korea'] "korean +(kor)" ['none'] ['28,', 'male', ''] 13.0 academic ['usa'] 11.0 28.0 korean +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2015 korean46 female ['south', 'korea'] "korean +(kor)" ['japanese', ''] ['21,', 'female', ''] 21.0 academic ['usa'] 0.3 21.0 korean +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2058 korean47 male ['south', 'korea'] "korean +(kor)" ['chinese', ''] ['23,', 'male', ''] 10.0 academic ['usa'] 10.0 23.0 korean +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2075 korean48 male ['south', 'korea'] "korean +(kor)" ['none'] ['32,', 'male', ''] 27.0 academic ['usa'] 6.0 32.0 korean +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2098 korean49 female ['south', 'korea'] "korean +(kor)" ['japanese', ''] ['22,', 'female', ''] 7.0 academic ['usa,', 'canada'] 1.0 22.0 korean +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2133 korean50 female ['south', 'korea'] "korean +(kor)" ['none'] ['57,', 'female', ''] 13.0 academic ['usa'] 30.0 57.0 korean +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2134 korean51 male ['south', 'korea'] "korean +(kor)" ['none'] ['25,', 'male', ''] 16.0 academic ['usa'] 10.0 25.0 korean +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2158 korean52 male ['south', 'korea'] "korean +(kor)" ['none'] ['40,', 'male', ''] 12.0 academic ['usa'] 2.0 40.0 korean +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2244 korean53 female ['south', 'korea'] "korean +(kor)" ['spanish', ''] ['25,', 'female', ''] 9.0 academic ['usa'] 16.0 25.0 korean +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2262 korean54 male ['south', 'korea'] "korean +(kor)" ['none'] ['34,', 'male', ''] 16.0 academic ['usa'] 1.0 34.0 korean +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2263 korean55 female ['south', 'korea'] "korean +(kor)" ['none'] ['19,', 'female', ''] 10.0 academic ['usa'] 9.0 19.0 korean +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2264 korean56 female ['south', 'korea'] "korean +(kor)" ['tagalog', ''] ['20,', 'female', ''] 7.0 naturalistic ['usa'] 3.0 20.0 korean +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2265 korean57 female ['south', 'korea'] "korean +(kor)" ['none'] ['29,', 'female', ''] 9.0 academic ['usa'] 5.0 29.0 korean +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2266 korean58 female ['south', 'korea'] "korean +(kor)" ['japanese', ''] ['22,', 'female', ''] 11.0 academic ['usa'] 6.0 22.0 korean +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2267 korean59 female ['south', 'korea'] "korean +(kor)" ['none'] ['37,', 'female', ''] 12.0 academic ['usa'] 0.2 37.0 korean +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2269 korean60 male ['south', 'korea'] "korean +(kor)" ['none'] ['29,', 'male', ''] 7.0 academic ['usa'] 6.0 29.0 korean +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2270 korean61 female ['south', 'korea'] "korean +(kor)" ['mandarin', ''] ['22,', 'female', ''] 9.0 academic ['usa'] 6.0 22.0 korean +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2271 korean62 male ['south', 'korea'] "korean +(kor)" ['spanish', ''] ['25,', 'male', ''] 12.0 academic ['usa'] 7.0 25.0 korean +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2272 korean63 male ['south', 'korea'] "korean +(kor)" ['none'] ['25,', 'male', ''] 9.0 academic ['usa'] 1.5 25.0 korean +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2276 korean64 female ['south', 'korea'] "korean +(kor)" ['none'] ['21,', 'female', ''] 13.0 academic ['usa'] 1.0 21.0 korean +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2277 korean65 female ['south', 'korea'] "korean +(kor)" ['mandarin', ''] ['23,', 'female', ''] 6.0 academic ['usa'] 0.1 23.0 korean +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2278 korean66 female ['south', 'korea'] "korean +(kor)" ['french', ''] ['21,', 'female', ''] 5.0 academic ['usa'] 0.1 21.0 korean +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2283 korean67 female ['south', 'korea'] "korean +(kor)" ['japanese', 'french', ''] ['21,', 'female', ''] 5.0 academic ['usa'] 0.1 21.0 korean +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2290 korean68 female ['south', 'korea'] "korean +(kor)" ['spanish', ''] ['62,', 'female', ''] 25.0 academic ['usa'] 34.0 62.0 korean +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2296 korean69 female ['south', 'korea'] "korean +(kor)" ['spanish', ''] ['23,', 'female', ''] 10.0 academic ['usa'] 12.0 23.0 korean +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2307 korean70 female ['south', 'korea'] "korean +(kor)" ['none'] ['53,', 'female', ''] 3.0 academic ['usa'] 15.0 53.0 korean +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2322 korean71 male ['south', 'korea'] "korean +(kor)" ['none'] ['22,', 'male', ''] 12.0 academic ['usa'] 9.5 22.0 korean +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2324 korean72 male ['south', 'korea'] "korean +(kor)" ['none'] ['55,', 'male', ''] 13.0 academic ['usa'] 35.0 55.0 korean +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2329 korean73 female ['south', 'korea'] "korean +(kor)" ['chinese', 'japanese', ''] ['19,', 'female', ''] 10.0 academic ['usa'] 0.2 19.0 korean +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2346 korean74 female ['south', 'korea'] "korean +(kor)" ['none'] ['20,', 'female', ''] 10.0 academic ['usa'] 11.0 20.0 korean +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2412 korean75 male ['south', 'korea'] "korean +(kor)" ['none'] ['22,', 'male', ''] 10.0 academic ['usa'] 0.1 22.0 korean +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2457 korean76 female ['south', 'korea'] "korean +(kor)" ['japanese', ''] ['31,', 'female', ''] 7.0 academic ['usa'] 7.0 31.0 korean +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2480 korean77 female ['south', 'korea'] "korean +(kor)" ['chinese', ''] ['20,', 'female', ''] 5.0 academic ['usa'] 0.9 20.0 korean +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2484 korean78 female ['south', 'korea'] "korean +(kor)" ['none'] ['32,', 'female', ''] 12.0 academic ['usa'] 17.0 32.0 korean +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2487 korean79 female ['south', 'korea'] "korean +(kor)" ['none'] ['53,', 'female', ''] 16.0 academic ['usa'] 36.0 53.0 korean +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2490 korean80 female ['south', 'korea'] "korean +(kor)" ['japanese', 'spanish', ''] ['42,', 'female', ''] 13.0 academic ['usa'] 19.0 42.0 korean +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2505 korean81 male ['south', 'korea'] "korean +(kor)" ['burmese', ''] ['44,', 'male', ''] 12.0 academic ['usa'] 10.0 44.0 korean +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2515 korean82 female ['south', 'korea'] "korean +(kor)" ['spanish', ''] ['29,', 'female', ''] 8.0 academic ['usa'] 8.5 29.0 korean +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2516 korean83 male ['south', 'korea'] "korean +(kor)" ['japanese', ''] ['31,', 'male', ''] 10.0 academic ['usa'] 10.0 31.0 korean +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2517 korean84 male ['south', 'korea'] "korean +(kor)" ['none'] ['21,', 'male', ''] 16.0 academic ['new', 'zealand'] 4.0 21.0 korean +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2518 korean85 female ['south', 'korea'] "korean +(kor)" ['mandarin', ''] ['20,', 'female', ''] 14.0 academic ['usa'] 5.0 20.0 korean +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2519 korean86 female ['south', 'korea'] "korean +(kor)" ['mandarin', ''] ['21,', 'female', ''] 6.0 academic ['singapore,', 'usa'] 2.5 21.0 korean +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2520 korean87 male ['south', 'korea'] "korean +(kor)" ['none'] ['20,', 'male', ''] 8.0 academic ['usa'] 0.4 20.0 korean +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2534 korean88 female ['south', 'korea'] "korean +(kor)" ['none'] ['24,', 'female', ''] 9.0 academic ['usa'] 4.0 24.0 korean +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2576 korean89 male ['south', 'korea'] "korean +(kor)" ['none'] ['18,', 'male', ''] 5.0 academic ['usa'] 2.0 18.0 korean +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2605 korean90 female ['south', 'korea'] "korean +(kor)" ['japanese', 'french', ''] ['35,', 'female', ''] 12.0 academic ['usa'] 6.8 35.0 korean +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2685 korean91 female ['south', 'korea'] "korean +(kor)" ['japanese', ''] ['43,', 'female', ''] 14.0 academic ['usa'] 7.0 43.0 korean +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2737 korean92 female ['south', 'korea'] "korean +(kor)" ['none'] ['19,', 'female', ''] 6.0 naturalistic ['mariana', 'island,', 'usa'] 12.0 19.0 korean +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2777 korean93 female ['south', 'korea'] "korean +(kor)" ['french', ''] ['23,', 'female', ''] 7.0 academic ['usa'] 0.8 23.0 korean +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2781 korean94 female ['south', 'korea'] "korean +(kor)" ['japanese', ''] ['21,', 'female', ''] 8.0 academic [''] 0.0 21.0 korean +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2790 korean95 female ['south', 'korea'] "korean +(kor)" ['none'] ['36,', 'female', ''] 13.0 academic ['usa'] 12.0 36.0 korean +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2838 korean96 female ['south', 'korea'] "korean +(kor)" ['mandarin', ''] ['21,', 'female', ''] 10.0 academic ['usa'] 0.7 21.0 korean +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2930 korean97 female ['south', 'korea'] "korean +(kor)" ['none'] ['49,', 'female', ''] 13.0 academic ['usa'] 15.0 49.0 korean +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=221 japanese1 female ['tokyo,', 'japan'] "japanese +(jpn)" ['sign', 'language', ''] ['25,', 'female', ''] 12.0 academic ['usa'] 2.0 25.0 japanese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=222 japanese2 female ['tokyo,', 'japan'] "japanese +(jpn)" ['none'] ['27,', 'female', ''] 12.0 academic ['usa'] 1.3 27.0 japanese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=223 japanese3 female ['prefecture,', 'japan'] "japanese +(jpn)" ['german', ''] ['49,', 'female', ''] 12.0 academic ['usa'] 3.0 49.0 japanese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=224 japanese4 male ['tokyo,', 'japan'] "japanese +(jpn)" ['none'] ['20,', 'male', ''] 15.0 academic ['usa'] 0.75 20.0 japanese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=225 japanese5 female ['chiba,', 'japan'] "japanese +(jpn)" ['mandarin', ''] ['25,', 'female', ''] 12.0 academic ['usa'] 0.4 25.0 japanese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=226 japanese6 female ['kawasaki,', 'japan'] "japanese +(jpn)" ['spanish', ''] ['30,', 'female', ''] 10.0 academic ['usa,canada'] 12.0 30.0 japanese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=227 japanese7 male ['osaka,', 'japan'] "japanese +(jpn)" ['german', ''] ['18,', 'male', ''] 12.0 academic [''] 0.0 18.0 japanese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=486 japanese8 male ['tokyo,', 'japan'] "japanese +(jpn)" ['german', 'latin', ''] ['25,', 'male', ''] 12.0 academic [''] 0.0 25.0 japanese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=543 japanese9 male ['yokohama,', 'japan'] "japanese +(jpn)" ['none'] ['24,', 'male', ''] 13.0 academic ['canada'] 4.0 24.0 japanese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=827 japanese10 female ['hakodate,', 'japan'] "japanese +(jpn)" ['none'] ['26,', 'female', ''] 12.0 academic ['usa'] 4.0 26.0 japanese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1046 japanese11 female ['toyama,', 'japan'] "japanese +(jpn)" ['none'] ['29,', 'female', ''] 13.0 academic ['usa'] 4.5 29.0 japanese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1365 japanese12 male ['tokyo,', 'japan'] "japanese +(jpn)" ['none'] ['36,', 'male', ''] 12.0 academic ['australia'] 8.7 36.0 japanese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1381 japanese13 male ['gunma,', 'japan'] "japanese +(jpn)" ['chinese', ''] ['28,', 'male', ''] 11.0 academic ['usa'] 0.1 28.0 japanese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1382 japanese14 female ['akashi,', 'japan'] "japanese +(jpn)" ['german', 'french', 'korean', 'chinese', ''] ['37,', 'female', ''] 12.0 academic ['usa'] 0.8 37.0 japanese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1521 japanese15 male ['osaka,', 'japan'] "japanese +(jpn)" ['french', ''] ['45,', 'male', ''] 12.0 academic [''] 0.0 45.0 japanese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1537 japanese16 female ['field,', 'philippines'] "japanese +(jpn)" ['none'] ['25,', 'female', ''] 3.0 naturalistic ['usa'] 17.0 25.0 japanese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1610 japanese17 female ['nara,', 'japan'] "japanese +(jpn)" ['none'] ['44,', 'female', ''] 13.0 academic ['usa'] 19.0 44.0 japanese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1626 japanese18 female ['kyoto,', 'japan'] "japanese +(jpn)" ['none'] ['52,', 'female', ''] 13.0 academic ['usa'] 20.0 52.0 japanese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1684 japanese19 female ['naha,', 'japan'] "japanese +(jpn)" ['none'] ['57,', 'female', ''] 13.0 academic ['usa'] 20.0 57.0 japanese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1833 japanese20 male ['yokosuka,', 'japan'] "japanese +(jpn)" ['none'] ['21,', 'male', ''] 14.0 academic ['usa'] 6.0 21.0 japanese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1847 japanese21 female ['tokyo,', 'japan'] "japanese +(jpn)" ['mandarin', ''] ['53,', 'female', ''] 13.0 academic ['usa'] 23.0 53.0 japanese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1881 japanese22 female ['ashiya,', 'japan'] "japanese +(jpn)" ['spanish', 'french', 'german', ''] ['69,', 'female', ''] 12.0 academic ['usa'] 30.0 69.0 japanese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1942 japanese23 male ['kawasaki,', 'japan'] "japanese +(jpn)" ['none'] ['24,', 'male', ''] 5.0 academic ['usa'] 15.0 24.0 japanese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1948 japanese24 female ['tokyo,', 'japan'] "japanese +(jpn)" ['none'] ['40,', 'female', ''] 13.0 academic ['usa'] 24.0 40.0 japanese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1987 japanese25 female ['kyoto,', 'japan'] "japanese +(jpn)" ['none'] ['52,', 'female', ''] 13.0 academic ['canada,', 'usa'] 23.0 52.0 japanese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=1991 japanese26 female ['yokosuka,', 'japan'] "japanese +(jpn)" ['russian', ''] ['44,', 'female', ''] 13.0 academic ['usa'] 6.0 44.0 japanese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2123 japanese27 female ['tokyo,', 'japan'] "japanese +(jpn)" ['none'] ['21,', 'female', ''] 13.0 academic ['usa'] 0.2 21.0 japanese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2390 japanese28 female ['tokyo,', 'japan'] "japanese +(jpn)" ['none'] ['35,', 'female', ''] 12.0 academic ['usa'] 10.0 35.0 japanese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2436 japanese29 female ['nagoya,', 'japan'] "japanese +(jpn)" ['none'] ['21,', 'female', ''] 15.0 academic ['new', 'zealand'] 1.0 21.0 japanese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2492 japanese30 male ['miyazaki,', 'japan'] "japanese +(jpn)" ['none'] ['19,', 'male', ''] 12.0 academic ['usa'] 0.3 19.0 japanese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2493 japanese31 female ['saitama,', 'japan'] "japanese +(jpn)" ['none'] ['20,', 'female', ''] 15.0 academic ['usa'] 0.2 20.0 japanese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2547 japanese32 male ['tokyo,', 'japan'] "japanese +(jpn)" ['none'] ['27,', 'male', ''] 18.0 academic ['canada'] 4.0 27.0 japanese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2555 japanese33 female ['ako,', 'japan'] "japanese +(jpn)" ['none'] ['30,', 'female', ''] 12.0 academic ['australia'] 10.0 30.0 japanese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2567 japanese34 male ['komaki,', 'japan'] "japanese +(jpn)" ['none'] ['19,', 'male', ''] 10.0 academic ['usa'] 0.7 19.0 japanese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2723 japanese35 female ['tokyo,', 'japan'] "japanese +(jpn)" ['none'] ['21,', 'female', ''] 12.0 academic ['usa'] 0.2 21.0 japanese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2797 japanese36 male ['tokyo,', 'japan'] "japanese +(jpn)" ['none'] ['21,', 'male', ''] 12.0 naturalistic ['usa'] 3.5 21.0 japanese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2807 japanese37 female ['kobe,', 'japan'] "japanese +(jpn)" ['none'] ['22,', 'female', ''] 4.0 academic ['usa'] 4.0 22.0 japanese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2826 japanese38 female ['osaka,', 'japan'] "japanese +(jpn)" ['none'] ['50,', 'female', ''] 17.0 naturalistic ['usa'] 24.0 50.0 japanese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2843 japanese39 male ['osaka,', 'japan'] "japanese +(jpn)" ['none'] ['22,', 'male', ''] 7.0 academic ['usa'] 11.0 22.0 japanese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2850 japanese40 female ['prefecture,', 'japan'] "japanese +(jpn)" ['none'] ['84,', 'female', ''] 15.0 academic ['usa'] 58.0 84.0 japanese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2866 japanese41 male ['tokyo,', 'japan'] "japanese +(jpn)" ['mandarin', ''] ['63,', 'male', ''] 15.0 academic [''] 0.0 63.0 japanese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2940 japanese42 male ['tokyo,', 'japan'] "japanese +(jpn)" ['none'] ['44,', 'male', ''] 8.0 naturalistic ['usa'] 35.0 44.0 japanese +http://accent.gmu.edu/browse_language.php?function=detail&speakerid=2953 japanese43 female ['okinawa,', 'japan'] "japanese +(jpn)" ['none'] ['47,', 'female', ''] 12.0 academic ['usa'] 17.0 47.0 japanese diff --git a/research/accent_recognition/accent_archive_parse/src/.DS_Store b/research/accent_recognition/accent_archive_parse/src/.DS_Store new file mode 100644 index 0000000..5008ddf Binary files /dev/null and b/research/accent_recognition/accent_archive_parse/src/.DS_Store differ diff --git a/research/accent_recognition/accent_archive_parse/src/fromwebsite.py b/research/accent_recognition/accent_archive_parse/src/fromwebsite.py new file mode 100644 index 0000000..157cfe3 --- /dev/null +++ b/research/accent_recognition/accent_archive_parse/src/fromwebsite.py @@ -0,0 +1,169 @@ +import requests +import pandas as pd +from bs4 import BeautifulSoup +import time +import sys +import re + +ROOT_URL = 'http://accent.gmu.edu/' +BROWSE_LANGUAGE_URL = 'browse_language.php?function=find&language={}' +WAIT = 1.2 +DEBUG = True + +def get_htmls(urls): + ''' + Retrieves html in text form from ROOT_URL + :param urls (list): List of urls from which to retrieve html + :return (list): list of HTML strings + ''' + htmls = [] + for url in urls: + if DEBUG: + print('downloading from {}'.format(url)) + htmls.append(requests.get(url).text) + time.sleep(WAIT) + + return(htmls) + + +def build_search_urls(languages): + ''' + creates url from ROOT_URL and languages + :param languages (list): List of languages + :return (list): List of urls + ''' + return([ROOT_URL+BROWSE_LANGUAGE_URL.format(language) for language in languages]) + +def parse_p(p_tag): + ''' + Extracts href property from HTML
tag string + :param p_tag (str): HTML string + :return (str): string of link + ''' + text = p_tag.text.replace(' ','').split(',') + return([ROOT_URL+p_tag.a['href'], text[0], text[1]]) + +def get_bio(hrefs): + ''' + Retrieves HTML from list of hrefs and returns bio information + :param hrefs (list): list of hrefs + :return (DataFrame): Pandas DataFrame with bio information + ''' + + htmls = get_htmls(hrefs) + bss = [BeautifulSoup(html,'html.parser') for html in htmls] + rows = [] + bio_row = [] + for bs in bss: + rows.append([li.text for li in bs.find('ul','bio').find_all('li')]) + for row in rows: + bio_row.append(parse_bio(row)) + + return(pd.DataFrame(bio_row)) + +def parse_bio(row): + ''' + Parse bio data from row string + :param row (str): Unparsed bio string + :return (list): Bio columns + ''' + cols = [] + for col in row: + try: + tmp_col = re.search((r"\:(.+)",col.replace(' ','')).group(1)) + except: + tmp_col = col + cols.append(tmp_col) + return(cols) + + +def create_dataframe(languages): + ''' + + :param languages (str): language from which you want to get html + :return df (DataFrame): DataFrame that contains all audio metadata from searched language + ''' + htmls = get_htmls(build_search_urls(languages)) + bss = [BeautifulSoup(html,'html.parser') for html in htmls] + persons = [] + + for bs in bss: + for p in bs.find_all('p'): + if p.a: + persons.append(parse_p(p)) + + df = pd.DataFrame(persons, columns=['href','language_num','sex']) + + bio_rows = get_bio(df['href']) + + if DEBUG: + print('loading finished') + + df['birth_place'] = bio_rows.iloc[:,0] + df['native_language'] = bio_rows.iloc[:,1] + df['other_languages'] = bio_rows.iloc[:,2] + df['age_sex'] = bio_rows.iloc[:,3] + df['age_of_english_onset'] = bio_rows.iloc[:,4] + df['english_learning_method'] = bio_rows.iloc[:,5] + df['english_residence'] = bio_rows.iloc[:,6] + df['length_of_english_residence'] = bio_rows.iloc[:,7] + + df['birth_place'] = df['birth_place'].apply(lambda x: x[:-6].split(' ')[-2:]) + # print(df['birth_place']) + # df['birth_place'] = lambda x: x[:-6].split(' ')[2:], df['birth_place'] + df['native_language'] = df['native_language'].apply(lambda x: x.split(' ')[2]) + # print(df['native_language']) + # df['native_language'] = lambda x: x.split(' ')[2], df['native_language'] + df['other_languages'] = df['other_languages'].apply(lambda x: x.split(' ')[2:]) + # print(df['other_languages']) + # df['other_languages'] = lambda x: x.split(' ')[2:], df['other_languages'] + df['age_sex'], df['age'] = df['age_sex'].apply(lambda x: x.split(' ')[2:]), df['age_sex'].apply(lambda x: x.replace('sex:','').split(',')[1]) + # print(df['age']) + # df['age_sex'] = lambda x: x.split(' ')[2], df['age_sex'] + # df['age_of_english_onset'] = lambda x: float(x.split(' ')[-1]), df['age_of_english_onset'] + df['age_of_english_onset'] = df['age_of_english_onset'].apply(lambda x: float(x.split(' ')[-1])) + # print(df['age_of_english_onset']) + # df['english_learning_method'] = lambda x: x.split(' ')[-1], df['english_learning_method'] + df['english_learning_method'] = df['english_learning_method'].apply(lambda x: x.split(' ')[-1]) + # print(df['english_learning_method']) + # df['english_residence'] = lambda x: x.split(' ')[2:], df['english_residence'] + df['english_residence'] = df['english_residence'].apply(lambda x: x.split(' ')[2:]) + # print(df['english_residence']) + # df['length_of_english_residence'] = lambda x: float(x.split(' ')[-2]), df['length_of_english_residence'] + df['length_of_english_residence'] = df['length_of_english_residence'].apply(lambda x: float(x.split(' ')[-2])) + # print(df['length_of_english_residence']) + + # df['age'] = lambda x: x.replace(' ','').split(',')[0], df['age_sex'] + + return(df) + +if __name__ == '__main__': + ''' + console command example: + python fromwebsite.py bio_metadata.csv mandarin english arabic + ''' + + df = None + + # Set destination file + destination_file = sys.argv[1] + + # If no language arguments, use 'mandarin' as default + try: + languages = sys.argv[2:] + except: + languages = ['mandarin'] + pass + + # Check if destination file exists, else create a new one + try: + df = pd.read_csv(destination_file) + df = df.append(create_dataframe(languages=languages),ignore_index=True) + + except: + df = create_dataframe(languages=languages) + + + df.drop_duplicates(subset='language_num',inplace=True) + + df.to_csv(destination_file,index=False) diff --git a/research/accent_recognition/accent_archive_parse/src/getaudio.py b/research/accent_recognition/accent_archive_parse/src/getaudio.py new file mode 100644 index 0000000..8c7dd3c --- /dev/null +++ b/research/accent_recognition/accent_archive_parse/src/getaudio.py @@ -0,0 +1,66 @@ +import pandas as pd +import urllib.request +import os +import sys +from pydub import AudioSegment + +class GetAudio: + + def __init__(self, csv_filepath, destination_folder= 'audio/', wait= 1.5, debug=False ): + ''' + Initializes GetAudio class object + :param destination_folder (str): Folder where audio files will be saved + :param wait (float): Length (in seconds) between web requests + :param debug (bool): Outputs status indicators to console when True + ''' + self.csv_filepath = csv_filepath + self.audio_df = pd.read_csv(csv_filepath, sep='\t') + self.url = 'https://accent.gmu.edu/soundtracks/{}.mp3' + self.destination_folder = destination_folder + self.wait = wait + self.debug = False + + def check_path(self): + ''' + Checks if self.distination_folder exists. If not, a folder called self.destination_folder is created + ''' + if not os.path.exists(self.destination_folder): + if self.debug: + print('{} does not exist, creating'.format(self.destination_folder)) + os.makedirs('../' + self.destination_folder) + + def get_audio(self): + ''' + Retrieves all audio files from 'language_num' column of self.audio_df + If audio file already exists, move on to the next + :return (int): Number of audio files downloaded + ''' + + self.check_path() + + counter = 0 + + for lang_num, category in zip(self.audio_df['language_num'], self.audio_df['category']): + if not os.path.exists(self.destination_folder +'{}.wav'.format(lang_num)): + if self.debug: + print('downloading {}'.format(lang_num)) + (filename, headers) = urllib.request.urlretrieve(self.url.format(lang_num)) + #print(self.url.format(lang_num)) + #print(filename) + sound = AudioSegment.from_mp3(filename) + if not os.path.exists('../' + self.destination_folder + category): + os.makedirs('../' + self.destination_folder + category) + sound.export('../' + self.destination_folder + category + '/' + "{}.wav".format(lang_num), format="wav") + counter += 1 + + return counter + +if __name__ == '__main__': + ''' + Example console command + python GetAudio.py audio_metadata.csv + ''' + csv_file = sys.argv[1] + ga = GetAudio(csv_filepath=csv_file) + ga.get_audio() +