From cc2c05c2d767266a3b6f7c47ef042282069da9bc Mon Sep 17 00:00:00 2001 From: valentina Date: Wed, 19 Jun 2024 13:57:29 -0700 Subject: [PATCH] update notebook to ORCASOUND -8 --- .../plot_noise_levels.ipynb | 880733 ++++++++++++--- 1 file changed, 729198 insertions(+), 151535 deletions(-) diff --git a/ambient_sound_analysis/plot_noise_levels.ipynb b/ambient_sound_analysis/plot_noise_levels.ipynb index 6389669..c8494af 100644 --- a/ambient_sound_analysis/plot_noise_levels.ipynb +++ b/ambient_sound_analysis/plot_noise_levels.ipynb @@ -5,12 +5,12 @@ "id": "4af8a882-3e36-467e-a0d0-531b8c30422c", "metadata": {}, "source": [ - "# Latest Spectrogram!" + "# Latest Noise Levels!" ] }, { "cell_type": "code", - "execution_count": 44, + "execution_count": 1, "id": "707bfc2c-7e41-4c49-a75a-8981e866d1ac", "metadata": { "editable": true, @@ -32,7 +32,7 @@ }, { "cell_type": "code", - "execution_count": 45, + "execution_count": 2, "id": "87715048-7741-4f32-b053-b0db4d93fdae", "metadata": { "editable": true, @@ -65,7 +65,7 @@ }, { "cell_type": "code", - "execution_count": 46, + "execution_count": 6, "id": "a2a60776-2c88-4ca6-bf0c-ebe3dca84b89", "metadata": { "editable": true, @@ -87,14 +87,22 @@ "# Set Location and Resolution\n", "# Port Townsend, 1 Hz Frequency, 60-second samples\n", "# if __name__ == '__main__':\n", - "pipeline = NoiseAnalysisPipeline(Hydrophone.PORT_TOWNSEND_LAB,\n", + "pipeline = NoiseAnalysisPipeline(Hydrophone.ORCASOUND_LAB,\n", " delta_f=10, bands=None,\n", " delta_t=60, mode='safe')" ] }, { "cell_type": "code", - "execution_count": 47, + "execution_count": null, + "id": "b97a8bc1-cefb-4a68-aadb-c484d762a871", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 7, "id": "b2afd196-8621-448c-9fa7-9af95e79b4ea", "metadata": { "editable": true, @@ -121,8 +129,443 @@ " libswscale 8. 1.100 / 8. 1.100\n", " libswresample 5. 1.100 / 5. 1.100\n", " libpostproc 58. 1.100 / 58. 1.100\n", - "Input #0, mpegts, from 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headers:0KiB muxing overhead: 0.000135%\n", + "size= 56248KiB time=00:09:59.98 bitrate= 768.0kbits/s speed=1.13e+03x \n", + "ffmpeg version 7.0 Copyright (c) 2000-2024 the FFmpeg developers\n", + " built with Apple clang version 15.0.0 (clang-1500.1.0.2.5)\n", + " configuration: --prefix=/usr/local/Cellar/ffmpeg/7.0 --enable-shared --enable-pthreads --enable-version3 --cc=clang --host-cflags= --host-ldflags='-Wl,-ld_classic' --enable-ffplay --enable-gnutls --enable-gpl --enable-libaom --enable-libaribb24 --enable-libbluray --enable-libdav1d --enable-libharfbuzz --enable-libjxl --enable-libmp3lame --enable-libopus --enable-librav1e --enable-librist --enable-librubberband --enable-libsnappy --enable-libsrt --enable-libssh --enable-libsvtav1 --enable-libtesseract --enable-libtheora --enable-libvidstab --enable-libvmaf --enable-libvorbis --enable-libvpx --enable-libwebp --enable-libx264 --enable-libx265 --enable-libxml2 --enable-libxvid --enable-lzma --enable-libfontconfig --enable-libfreetype --enable-frei0r --enable-libass --enable-libopencore-amrnb --enable-libopencore-amrwb --enable-libopenjpeg --enable-libopenvino --enable-libspeex --enable-libsoxr --enable-libzmq --enable-libzimg --disable-libjack --disable-indev=jack --enable-videotoolbox --enable-audiotoolbox\n", + " libavutil 59. 8.100 / 59. 8.100\n", + " libavcodec 61. 3.100 / 61. 3.100\n", + " libavformat 61. 1.100 / 61. 1.100\n", + " libavdevice 61. 1.100 / 61. 1.100\n", + " libavfilter 10. 1.100 / 10. 1.100\n", + " libswscale 8. 1.100 / 8. 1.100\n", + " libswresample 5. 1.100 / 5. 1.100\n", + " libpostproc 58. 1.100 / 58. 1.100\n", + "Input #0, mpegts, from '/var/folders/x7/xtv7b_3d7d9d0m9gzz8q3vb00000gn/T/tmpuvptyxnu/rpi-orcasound-lab_2024_06_19_03_10_54.ts':\n", + " Duration: 00:09:59.94, start: 9641.405522, bitrate: 87 kb/s\n", + " Program 1 \n", + " Metadata:\n", + " service_name : Service01\n", + " service_provider: FFmpeg\n", + " Stream #0:0[0x100]: Audio: aac (LC) ([15][0][0][0] / 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--host-ldflags='-Wl,-ld_classic' --enable-ffplay --enable-gnutls --enable-gpl --enable-libaom --enable-libaribb24 --enable-libbluray --enable-libdav1d --enable-libharfbuzz --enable-libjxl --enable-libmp3lame --enable-libopus --enable-librav1e --enable-librist --enable-librubberband --enable-libsnappy --enable-libsrt --enable-libssh --enable-libsvtav1 --enable-libtesseract --enable-libtheora --enable-libvidstab --enable-libvmaf --enable-libvorbis --enable-libvpx --enable-libwebp --enable-libx264 --enable-libx265 --enable-libxml2 --enable-libxvid --enable-lzma --enable-libfontconfig --enable-libfreetype --enable-frei0r --enable-libass --enable-libopencore-amrnb --enable-libopencore-amrwb --enable-libopenjpeg --enable-libopenvino --enable-libspeex --enable-libsoxr --enable-libzmq --enable-libzimg --disable-libjack --disable-indev=jack --enable-videotoolbox --enable-audiotoolbox\n", + " libavutil 59. 8.100 / 59. 8.100\n", + " libavcodec 61. 3.100 / 61. 3.100\n", + " libavformat 61. 1.100 / 61. 1.100\n", + " libavdevice 61. 1.100 / 61. 1.100\n", + " libavfilter 10. 1.100 / 10. 1.100\n", + " libswscale 8. 1.100 / 8. 1.100\n", + " libswresample 5. 1.100 / 5. 1.100\n", + " libpostproc 58. 1.100 / 58. 1.100\n", + "Input #0, mpegts, from '/var/folders/x7/xtv7b_3d7d9d0m9gzz8q3vb00000gn/T/tmpdwnbq0wk/rpi-orcasound-lab_2024_06_19_03_20_54.ts':\n", + " Duration: 00:09:59.88, start: 10241.412522, bitrate: 88 kb/s\n", " Program 1 \n", " Metadata:\n", " service_name : Service01\n", @@ -131,14 +574,14 @@ "Stream mapping:\n", " Stream #0:0 -> #0:0 (aac (native) -> pcm_s16le (native))\n", "Press [q] to stop, [?] for help\n", - "Output #0, wav, to '/var/folders/x7/xtv7b_3d7d9d0m9gzz8q3vb00000gn/T/tmp3t_i5u8w/rpi-orcasound-lab_2024_06_17_13_56_17.wav':\n", + "Output #0, wav, to '/var/folders/x7/xtv7b_3d7d9d0m9gzz8q3vb00000gn/T/tmpvadgk78c/rpi-orcasound-lab_2024_06_19_03_20_54.wav':\n", " Metadata:\n", " ISFT : Lavf61.1.100\n", " Stream #0:0: Audio: pcm_s16le ([1][0][0][0] / 0x0001), 48000 Hz, mono, s16, 768 kb/s\n", " Metadata:\n", " encoder : Lavc61.3.100 pcm_s16le\n", - "[out#0/wav @ 0x7fe7eff06740] video:0KiB audio:56248KiB subtitle:0KiB other streams:0KiB global headers:0KiB muxing overhead: 0.000135%\n", - "size= 56248KiB time=00:09:59.98 bitrate= 768.0kbits/s speed=1.41e+03x \n", + "[out#0/wav @ 0x7f96040068c0] video:0KiB audio:56250KiB subtitle:0KiB other streams:0KiB global headers:0KiB muxing overhead: 0.000135%\n", + "size= 56250KiB time=00:10:00.00 bitrate= 768.0kbits/s speed=1.12e+03x \n", "ffmpeg version 7.0 Copyright (c) 2000-2024 the FFmpeg developers\n", " built with Apple clang version 15.0.0 (clang-1500.1.0.2.5)\n", " configuration: --prefix=/usr/local/Cellar/ffmpeg/7.0 --enable-shared --enable-pthreads --enable-version3 --cc=clang --host-cflags= --host-ldflags='-Wl,-ld_classic' --enable-ffplay --enable-gnutls --enable-gpl --enable-libaom --enable-libaribb24 --enable-libbluray --enable-libdav1d --enable-libharfbuzz --enable-libjxl --enable-libmp3lame --enable-libopus --enable-librav1e --enable-librist --enable-librubberband --enable-libsnappy --enable-libsrt --enable-libssh --enable-libsvtav1 --enable-libtesseract --enable-libtheora --enable-libvidstab --enable-libvmaf --enable-libvorbis --enable-libvpx --enable-libwebp --enable-libx264 --enable-libx265 --enable-libxml2 --enable-libxvid --enable-lzma --enable-libfontconfig --enable-libfreetype --enable-frei0r --enable-libass --enable-libopencore-amrnb --enable-libopencore-amrwb --enable-libopenjpeg --enable-libopenvino --enable-libspeex --enable-libsoxr --enable-libzmq --enable-libzimg --disable-libjack --disable-indev=jack --enable-videotoolbox --enable-audiotoolbox\n", @@ -150,24 +593,111 @@ " libswscale 8. 1.100 / 8. 1.100\n", " libswresample 5. 1.100 / 5. 1.100\n", " libpostproc 58. 1.100 / 58. 1.100\n", - "Input #0, mpegts, from '/var/folders/x7/xtv7b_3d7d9d0m9gzz8q3vb00000gn/T/tmp6ox1pctf/rpi-orcasound-lab_2024_06_17_14_06_17.ts':\n", - " Duration: 00:09:59.94, start: 5761.400233, bitrate: 87 kb/s\n", + "Input #0, mpegts, from '/var/folders/x7/xtv7b_3d7d9d0m9gzz8q3vb00000gn/T/tmpbfmd9lg3/rpi-orcasound-lab_2024_06_19_03_30_54.ts':\n", + " Duration: 00:09:59.94, start: 10841.419500, bitrate: 88 kb/s\n", " Program 1 \n", " Metadata:\n", " service_name : Service01\n", " service_provider: FFmpeg\n", - " Stream #0:0[0x100]: Audio: aac (LC) ([15][0][0][0] / 0x000F), 48000 Hz, mono, fltp, 72 kb/s\n", + " Stream #0:0[0x100]: Audio: aac (LC) ([15][0][0][0] / 0x000F), 48000 Hz, mono, fltp, 75 kb/s\n", + "Stream mapping:\n", + " Stream #0:0 -> #0:0 (aac (native) -> pcm_s16le (native))\n", + "Press [q] to stop, [?] for help\n", + "Output #0, wav, to '/var/folders/x7/xtv7b_3d7d9d0m9gzz8q3vb00000gn/T/tmpvadgk78c/rpi-orcasound-lab_2024_06_19_03_30_54.wav':\n", + " Metadata:\n", + " ISFT : Lavf61.1.100\n", + " Stream #0:0: Audio: pcm_s16le ([1][0][0][0] / 0x0001), 48000 Hz, mono, s16, 768 kb/s\n", + " Metadata:\n", + " encoder : Lavc61.3.100 pcm_s16le\n", + "[out#0/wav @ 0x7fa04a806880] video:0KiB audio:56248KiB subtitle:0KiB other streams:0KiB global headers:0KiB muxing overhead: 0.000135%\n", + "size= 56248KiB time=00:09:59.98 bitrate= 768.0kbits/s speed=1.13e+03x \n", + "ffmpeg version 7.0 Copyright (c) 2000-2024 the FFmpeg developers\n", + " built with Apple clang version 15.0.0 (clang-1500.1.0.2.5)\n", + " configuration: --prefix=/usr/local/Cellar/ffmpeg/7.0 --enable-shared --enable-pthreads --enable-version3 --cc=clang --host-cflags= --host-ldflags='-Wl,-ld_classic' --enable-ffplay --enable-gnutls --enable-gpl --enable-libaom --enable-libaribb24 --enable-libbluray --enable-libdav1d --enable-libharfbuzz --enable-libjxl --enable-libmp3lame --enable-libopus --enable-librav1e --enable-librist --enable-librubberband --enable-libsnappy --enable-libsrt --enable-libssh --enable-libsvtav1 --enable-libtesseract --enable-libtheora --enable-libvidstab --enable-libvmaf --enable-libvorbis --enable-libvpx --enable-libwebp --enable-libx264 --enable-libx265 --enable-libxml2 --enable-libxvid --enable-lzma --enable-libfontconfig --enable-libfreetype --enable-frei0r --enable-libass --enable-libopencore-amrnb --enable-libopencore-amrwb --enable-libopenjpeg --enable-libopenvino --enable-libspeex --enable-libsoxr --enable-libzmq --enable-libzimg --disable-libjack --disable-indev=jack --enable-videotoolbox --enable-audiotoolbox\n", + " libavutil 59. 8.100 / 59. 8.100\n", + " libavcodec 61. 3.100 / 61. 3.100\n", + " libavformat 61. 1.100 / 61. 1.100\n", + " libavdevice 61. 1.100 / 61. 1.100\n", + " libavfilter 10. 1.100 / 10. 1.100\n", + " libswscale 8. 1.100 / 8. 1.100\n", + " libswresample 5. 1.100 / 5. 1.100\n", + " libpostproc 58. 1.100 / 58. 1.100\n", + "Input #0, mpegts, from '/var/folders/x7/xtv7b_3d7d9d0m9gzz8q3vb00000gn/T/tmpbqqlzfrh/rpi-orcasound-lab_2024_06_19_03_40_54.ts':\n", + " Duration: 00:09:59.94, start: 11441.404044, bitrate: 87 kb/s\n", + " Program 1 \n", + " Metadata:\n", + " service_name : Service01\n", + " service_provider: FFmpeg\n", + " Stream #0:0[0x100]: Audio: aac (LC) ([15][0][0][0] / 0x000F), 48000 Hz, mono, fltp, 71 kb/s\n", + "Stream mapping:\n", + " Stream #0:0 -> #0:0 (aac (native) -> pcm_s16le (native))\n", + "Press [q] to stop, [?] for help\n", + "Output #0, wav, to '/var/folders/x7/xtv7b_3d7d9d0m9gzz8q3vb00000gn/T/tmpvadgk78c/rpi-orcasound-lab_2024_06_19_03_40_54.wav':\n", + " Metadata:\n", + " ISFT : Lavf61.1.100\n", + " Stream #0:0: Audio: pcm_s16le ([1][0][0][0] / 0x0001), 48000 Hz, mono, s16, 768 kb/s\n", + " Metadata:\n", + " encoder : Lavc61.3.100 pcm_s16le\n", + "[out#0/wav @ 0x7fd65ff063c0] video:0KiB audio:56250KiB subtitle:0KiB other streams:0KiB global headers:0KiB muxing overhead: 0.000135%\n", + "size= 56250KiB time=00:10:00.00 bitrate= 768.0kbits/s speed=1.16e+03x \n", + "ffmpeg version 7.0 Copyright (c) 2000-2024 the FFmpeg developers\n", + " built with Apple clang version 15.0.0 (clang-1500.1.0.2.5)\n", + " configuration: --prefix=/usr/local/Cellar/ffmpeg/7.0 --enable-shared --enable-pthreads --enable-version3 --cc=clang --host-cflags= --host-ldflags='-Wl,-ld_classic' --enable-ffplay --enable-gnutls --enable-gpl --enable-libaom --enable-libaribb24 --enable-libbluray --enable-libdav1d --enable-libharfbuzz --enable-libjxl --enable-libmp3lame --enable-libopus --enable-librav1e --enable-librist --enable-librubberband --enable-libsnappy --enable-libsrt --enable-libssh --enable-libsvtav1 --enable-libtesseract --enable-libtheora --enable-libvidstab --enable-libvmaf --enable-libvorbis --enable-libvpx --enable-libwebp --enable-libx264 --enable-libx265 --enable-libxml2 --enable-libxvid --enable-lzma --enable-libfontconfig --enable-libfreetype --enable-frei0r --enable-libass --enable-libopencore-amrnb --enable-libopencore-amrwb --enable-libopenjpeg --enable-libopenvino --enable-libspeex --enable-libsoxr --enable-libzmq --enable-libzimg --disable-libjack --disable-indev=jack --enable-videotoolbox --enable-audiotoolbox\n", + " libavutil 59. 8.100 / 59. 8.100\n", + " libavcodec 61. 3.100 / 61. 3.100\n", + " libavformat 61. 1.100 / 61. 1.100\n", + " libavdevice 61. 1.100 / 61. 1.100\n", + " libavfilter 10. 1.100 / 10. 1.100\n", + " libswscale 8. 1.100 / 8. 1.100\n", + " libswresample 5. 1.100 / 5. 1.100\n", + " libpostproc 58. 1.100 / 58. 1.100\n", + "Input #0, mpegts, from '/var/folders/x7/xtv7b_3d7d9d0m9gzz8q3vb00000gn/T/tmpfdgfx88n/rpi-orcasound-lab_2024_06_19_03_50_54.ts':\n", + " Duration: 00:09:59.94, start: 12041.409167, bitrate: 87 kb/s\n", + " Program 1 \n", + " Metadata:\n", + " service_name : Service01\n", + " service_provider: FFmpeg\n", + " Stream #0:0[0x100]: Audio: aac (LC) ([15][0][0][0] / 0x000F), 48000 Hz, mono, fltp, 71 kb/s\n", + "Stream mapping:\n", + " Stream #0:0 -> #0:0 (aac (native) -> pcm_s16le (native))\n", + "Press [q] to stop, [?] for help\n", + "Output #0, wav, to '/var/folders/x7/xtv7b_3d7d9d0m9gzz8q3vb00000gn/T/tmpvadgk78c/rpi-orcasound-lab_2024_06_19_03_50_54.wav':\n", + " Metadata:\n", + " ISFT : Lavf61.1.100\n", + " Stream #0:0: Audio: pcm_s16le ([1][0][0][0] / 0x0001), 48000 Hz, mono, s16, 768 kb/s\n", + " Metadata:\n", + " encoder : Lavc61.3.100 pcm_s16le\n", + "[out#0/wav @ 0x7fdbdf0068c0] video:0KiB audio:56250KiB subtitle:0KiB other streams:0KiB global headers:0KiB muxing overhead: 0.000135%\n", + "size= 56250KiB time=00:10:00.00 bitrate= 768.0kbits/s speed=1.14e+03x \n", + "ffmpeg version 7.0 Copyright (c) 2000-2024 the FFmpeg developers\n", + " built with Apple clang version 15.0.0 (clang-1500.1.0.2.5)\n", + " configuration: --prefix=/usr/local/Cellar/ffmpeg/7.0 --enable-shared --enable-pthreads --enable-version3 --cc=clang --host-cflags= --host-ldflags='-Wl,-ld_classic' --enable-ffplay --enable-gnutls --enable-gpl --enable-libaom --enable-libaribb24 --enable-libbluray --enable-libdav1d --enable-libharfbuzz --enable-libjxl --enable-libmp3lame --enable-libopus --enable-librav1e --enable-librist --enable-librubberband --enable-libsnappy --enable-libsrt --enable-libssh --enable-libsvtav1 --enable-libtesseract --enable-libtheora --enable-libvidstab --enable-libvmaf --enable-libvorbis --enable-libvpx --enable-libwebp --enable-libx264 --enable-libx265 --enable-libxml2 --enable-libxvid --enable-lzma --enable-libfontconfig --enable-libfreetype --enable-frei0r --enable-libass --enable-libopencore-amrnb --enable-libopencore-amrwb --enable-libopenjpeg --enable-libopenvino --enable-libspeex --enable-libsoxr --enable-libzmq --enable-libzimg --disable-libjack --disable-indev=jack --enable-videotoolbox --enable-audiotoolbox\n", + " libavutil 59. 8.100 / 59. 8.100\n", + " libavcodec 61. 3.100 / 61. 3.100\n", + " libavformat 61. 1.100 / 61. 1.100\n", + " libavdevice 61. 1.100 / 61. 1.100\n", + " libavfilter 10. 1.100 / 10. 1.100\n", + " libswscale 8. 1.100 / 8. 1.100\n", + " libswresample 5. 1.100 / 5. 1.100\n", + " libpostproc 58. 1.100 / 58. 1.100\n", + "Input #0, mpegts, from '/var/folders/x7/xtv7b_3d7d9d0m9gzz8q3vb00000gn/T/tmpj4l3r_tl/rpi-orcasound-lab_2024_06_19_04_00_54.ts':\n", + " Duration: 00:09:59.94, start: 12641.415289, bitrate: 87 kb/s\n", + " Program 1 \n", + " Metadata:\n", + " service_name : Service01\n", + " service_provider: FFmpeg\n", + " Stream #0:0[0x100]: Audio: aac (LC) ([15][0][0][0] / 0x000F), 48000 Hz, mono, fltp, 71 kb/s\n", "Stream mapping:\n", " Stream #0:0 -> #0:0 (aac (native) -> pcm_s16le (native))\n", "Press [q] to stop, [?] for help\n", - "Output #0, wav, to '/var/folders/x7/xtv7b_3d7d9d0m9gzz8q3vb00000gn/T/tmp3t_i5u8w/rpi-orcasound-lab_2024_06_17_14_06_17.wav':\n", + "Output #0, wav, to '/var/folders/x7/xtv7b_3d7d9d0m9gzz8q3vb00000gn/T/tmpvadgk78c/rpi-orcasound-lab_2024_06_19_04_00_54.wav':\n", " Metadata:\n", " ISFT : Lavf61.1.100\n", " Stream #0:0: Audio: pcm_s16le ([1][0][0][0] / 0x0001), 48000 Hz, mono, s16, 768 kb/s\n", " Metadata:\n", " encoder : Lavc61.3.100 pcm_s16le\n", - "[out#0/wav @ 0x7fe355707180] video:0KiB audio:56250KiB subtitle:0KiB other streams:0KiB global headers:0KiB muxing overhead: 0.000135%\n", - "size= 56250KiB time=00:10:00.00 bitrate= 768.0kbits/s speed=1.46e+03x \n", + "[out#0/wav @ 0x7fa440707180] video:0KiB audio:56248KiB subtitle:0KiB other streams:0KiB global headers:0KiB muxing overhead: 0.000135%\n", + "size= 56248KiB time=00:09:59.98 bitrate= 768.0kbits/s speed=1.17e+03x \n", "ffmpeg version 7.0 Copyright (c) 2000-2024 the FFmpeg developers\n", " built with Apple clang version 15.0.0 (clang-1500.1.0.2.5)\n", " configuration: --prefix=/usr/local/Cellar/ffmpeg/7.0 --enable-shared --enable-pthreads --enable-version3 --cc=clang --host-cflags= --host-ldflags='-Wl,-ld_classic' --enable-ffplay --enable-gnutls --enable-gpl --enable-libaom --enable-libaribb24 --enable-libbluray --enable-libdav1d --enable-libharfbuzz --enable-libjxl --enable-libmp3lame --enable-libopus --enable-librav1e --enable-librist --enable-librubberband --enable-libsnappy --enable-libsrt --enable-libssh --enable-libsvtav1 --enable-libtesseract --enable-libtheora --enable-libvidstab --enable-libvmaf --enable-libvorbis --enable-libvpx --enable-libwebp --enable-libx264 --enable-libx265 --enable-libxml2 --enable-libxvid --enable-lzma --enable-libfontconfig --enable-libfreetype --enable-frei0r --enable-libass --enable-libopencore-amrnb --enable-libopencore-amrwb --enable-libopenjpeg --enable-libopenvino --enable-libspeex --enable-libsoxr --enable-libzmq --enable-libzimg --disable-libjack --disable-indev=jack --enable-videotoolbox --enable-audiotoolbox\n", @@ -179,8 +709,8 @@ " libswscale 8. 1.100 / 8. 1.100\n", " libswresample 5. 1.100 / 5. 1.100\n", " libpostproc 58. 1.100 / 58. 1.100\n", - "Input #0, mpegts, from '/var/folders/x7/xtv7b_3d7d9d0m9gzz8q3vb00000gn/T/tmpp2ejdp2k/rpi-orcasound-lab_2024_06_17_14_16_17.ts':\n", - " Duration: 00:09:59.94, start: 6361.407100, bitrate: 87 kb/s\n", + "Input #0, mpegts, from '/var/folders/x7/xtv7b_3d7d9d0m9gzz8q3vb00000gn/T/tmpafdcmek2/rpi-orcasound-lab_2024_06_19_04_10_54.ts':\n", + " Duration: 00:09:59.92, start: 13241.400378, bitrate: 87 kb/s\n", " Program 1 \n", " Metadata:\n", " service_name : Service01\n", @@ -189,14 +719,72 @@ "Stream mapping:\n", " Stream #0:0 -> #0:0 (aac (native) -> pcm_s16le (native))\n", "Press [q] to stop, [?] for help\n", - "Output #0, wav, to '/var/folders/x7/xtv7b_3d7d9d0m9gzz8q3vb00000gn/T/tmp3t_i5u8w/rpi-orcasound-lab_2024_06_17_14_16_17.wav':\n", + "Output #0, wav, to '/var/folders/x7/xtv7b_3d7d9d0m9gzz8q3vb00000gn/T/tmpvadgk78c/rpi-orcasound-lab_2024_06_19_04_10_54.wav':\n", + " Metadata:\n", + " ISFT : Lavf61.1.100\n", + " Stream #0:0: Audio: pcm_s16le ([1][0][0][0] / 0x0001), 48000 Hz, mono, s16, 768 kb/s\n", + " Metadata:\n", + " encoder : Lavc61.3.100 pcm_s16le\n", + "[out#0/wav @ 0x7fcdef707180] video:0KiB audio:56250KiB subtitle:0KiB other streams:0KiB global headers:0KiB muxing overhead: 0.000135%\n", + "size= 56250KiB time=00:10:00.00 bitrate= 768.0kbits/s speed=1.08e+03x \n", + "ffmpeg version 7.0 Copyright (c) 2000-2024 the FFmpeg developers\n", + " built with Apple clang version 15.0.0 (clang-1500.1.0.2.5)\n", + " configuration: --prefix=/usr/local/Cellar/ffmpeg/7.0 --enable-shared --enable-pthreads --enable-version3 --cc=clang --host-cflags= --host-ldflags='-Wl,-ld_classic' --enable-ffplay --enable-gnutls --enable-gpl --enable-libaom --enable-libaribb24 --enable-libbluray --enable-libdav1d --enable-libharfbuzz --enable-libjxl --enable-libmp3lame --enable-libopus --enable-librav1e --enable-librist --enable-librubberband --enable-libsnappy --enable-libsrt --enable-libssh --enable-libsvtav1 --enable-libtesseract --enable-libtheora --enable-libvidstab --enable-libvmaf --enable-libvorbis --enable-libvpx --enable-libwebp --enable-libx264 --enable-libx265 --enable-libxml2 --enable-libxvid --enable-lzma --enable-libfontconfig --enable-libfreetype --enable-frei0r --enable-libass --enable-libopencore-amrnb --enable-libopencore-amrwb --enable-libopenjpeg --enable-libopenvino --enable-libspeex --enable-libsoxr --enable-libzmq --enable-libzimg --disable-libjack --disable-indev=jack --enable-videotoolbox --enable-audiotoolbox\n", + " libavutil 59. 8.100 / 59. 8.100\n", + " libavcodec 61. 3.100 / 61. 3.100\n", + " libavformat 61. 1.100 / 61. 1.100\n", + " libavdevice 61. 1.100 / 61. 1.100\n", + " libavfilter 10. 1.100 / 10. 1.100\n", + " libswscale 8. 1.100 / 8. 1.100\n", + " libswresample 5. 1.100 / 5. 1.100\n", + " libpostproc 58. 1.100 / 58. 1.100\n", + "Input #0, mpegts, from '/var/folders/x7/xtv7b_3d7d9d0m9gzz8q3vb00000gn/T/tmp6fskuipk/rpi-orcasound-lab_2024_06_19_04_20_54.ts':\n", + " Duration: 00:09:59.94, start: 13841.409667, bitrate: 87 kb/s\n", + " Program 1 \n", + " Metadata:\n", + " service_name : Service01\n", + " service_provider: FFmpeg\n", + " Stream #0:0[0x100]: Audio: aac (LC) ([15][0][0][0] / 0x000F), 48000 Hz, mono, fltp, 72 kb/s\n", + "Stream mapping:\n", + " Stream #0:0 -> #0:0 (aac (native) -> pcm_s16le (native))\n", + "Press [q] to stop, [?] for help\n", + "Output #0, wav, to '/var/folders/x7/xtv7b_3d7d9d0m9gzz8q3vb00000gn/T/tmpvadgk78c/rpi-orcasound-lab_2024_06_19_04_20_54.wav':\n", + " Metadata:\n", + " ISFT : Lavf61.1.100\n", + " Stream #0:0: Audio: pcm_s16le ([1][0][0][0] / 0x0001), 48000 Hz, mono, s16, 768 kb/s\n", + " Metadata:\n", + " encoder : Lavc61.3.100 pcm_s16le\n", + "[out#0/wav @ 0x7fade7006880] video:0KiB audio:56250KiB subtitle:0KiB other streams:0KiB global headers:0KiB muxing overhead: 0.000135%\n", + "size= 56250KiB time=00:10:00.00 bitrate= 768.0kbits/s speed=1.1e+03x \n", + "ffmpeg version 7.0 Copyright (c) 2000-2024 the FFmpeg developers\n", + " built with Apple clang version 15.0.0 (clang-1500.1.0.2.5)\n", + " configuration: --prefix=/usr/local/Cellar/ffmpeg/7.0 --enable-shared --enable-pthreads --enable-version3 --cc=clang --host-cflags= --host-ldflags='-Wl,-ld_classic' --enable-ffplay --enable-gnutls --enable-gpl --enable-libaom --enable-libaribb24 --enable-libbluray --enable-libdav1d --enable-libharfbuzz --enable-libjxl --enable-libmp3lame --enable-libopus --enable-librav1e --enable-librist --enable-librubberband --enable-libsnappy --enable-libsrt --enable-libssh --enable-libsvtav1 --enable-libtesseract --enable-libtheora --enable-libvidstab --enable-libvmaf --enable-libvorbis --enable-libvpx --enable-libwebp --enable-libx264 --enable-libx265 --enable-libxml2 --enable-libxvid --enable-lzma --enable-libfontconfig --enable-libfreetype --enable-frei0r --enable-libass --enable-libopencore-amrnb --enable-libopencore-amrwb --enable-libopenjpeg --enable-libopenvino --enable-libspeex --enable-libsoxr --enable-libzmq --enable-libzimg --disable-libjack --disable-indev=jack --enable-videotoolbox --enable-audiotoolbox\n", + " libavutil 59. 8.100 / 59. 8.100\n", + " libavcodec 61. 3.100 / 61. 3.100\n", + " libavformat 61. 1.100 / 61. 1.100\n", + " libavdevice 61. 1.100 / 61. 1.100\n", + " libavfilter 10. 1.100 / 10. 1.100\n", + " libswscale 8. 1.100 / 8. 1.100\n", + " libswresample 5. 1.100 / 5. 1.100\n", + " libpostproc 58. 1.100 / 58. 1.100\n", + "Input #0, mpegts, from '/var/folders/x7/xtv7b_3d7d9d0m9gzz8q3vb00000gn/T/tmp7e96dwyh/rpi-orcasound-lab_2024_06_19_04_30_54.ts':\n", + " Duration: 00:09:59.94, start: 14441.417567, bitrate: 87 kb/s\n", + " Program 1 \n", + " Metadata:\n", + " service_name : Service01\n", + " service_provider: FFmpeg\n", + " Stream #0:0[0x100]: Audio: aac (LC) ([15][0][0][0] / 0x000F), 48000 Hz, mono, fltp, 72 kb/s\n", + "Stream mapping:\n", + " Stream #0:0 -> #0:0 (aac (native) -> pcm_s16le (native))\n", + "Press [q] to stop, [?] for help\n", + "Output #0, wav, to '/var/folders/x7/xtv7b_3d7d9d0m9gzz8q3vb00000gn/T/tmpvadgk78c/rpi-orcasound-lab_2024_06_19_04_30_54.wav':\n", " Metadata:\n", " ISFT : Lavf61.1.100\n", " Stream #0:0: Audio: pcm_s16le ([1][0][0][0] / 0x0001), 48000 Hz, mono, s16, 768 kb/s\n", " Metadata:\n", " encoder : Lavc61.3.100 pcm_s16le\n", - "[out#0/wav @ 0x7f934a707180] video:0KiB audio:56250KiB subtitle:0KiB other streams:0KiB global headers:0KiB muxing overhead: 0.000135%\n", - "size= 56250KiB time=00:10:00.00 bitrate= 768.0kbits/s speed=1.44e+03x \n", + "[out#0/wav @ 0x7fa796f07180] video:0KiB audio:56248KiB subtitle:0KiB other streams:0KiB global headers:0KiB muxing overhead: 0.000135%\n", + "size= 56248KiB time=00:09:59.98 bitrate= 768.0kbits/s speed=1.15e+03x \n", "ffmpeg version 7.0 Copyright (c) 2000-2024 the FFmpeg developers\n", " built with Apple clang version 15.0.0 (clang-1500.1.0.2.5)\n", " configuration: --prefix=/usr/local/Cellar/ffmpeg/7.0 --enable-shared --enable-pthreads --enable-version3 --cc=clang --host-cflags= --host-ldflags='-Wl,-ld_classic' --enable-ffplay --enable-gnutls --enable-gpl --enable-libaom --enable-libaribb24 --enable-libbluray --enable-libdav1d --enable-libharfbuzz --enable-libjxl --enable-libmp3lame --enable-libopus --enable-librav1e --enable-librist --enable-librubberband --enable-libsnappy --enable-libsrt --enable-libssh --enable-libsvtav1 --enable-libtesseract --enable-libtheora --enable-libvidstab --enable-libvmaf --enable-libvorbis --enable-libvpx --enable-libwebp --enable-libx264 --enable-libx265 --enable-libxml2 --enable-libxvid --enable-lzma --enable-libfontconfig --enable-libfreetype --enable-frei0r --enable-libass --enable-libopencore-amrnb --enable-libopencore-amrwb --enable-libopenjpeg --enable-libopenvino --enable-libspeex --enable-libsoxr --enable-libzmq --enable-libzimg --disable-libjack --disable-indev=jack --enable-videotoolbox --enable-audiotoolbox\n", @@ -208,8 +796,8 @@ " libswscale 8. 1.100 / 8. 1.100\n", " libswresample 5. 1.100 / 5. 1.100\n", " libpostproc 58. 1.100 / 58. 1.100\n", - "Input #0, mpegts, from '/var/folders/x7/xtv7b_3d7d9d0m9gzz8q3vb00000gn/T/tmpn9ypol_s/rpi-orcasound-lab_2024_06_17_14_26_17.ts':\n", - " Duration: 00:09:59.92, start: 6961.414044, bitrate: 87 kb/s\n", + "Input #0, mpegts, from '/var/folders/x7/xtv7b_3d7d9d0m9gzz8q3vb00000gn/T/tmpfpvfxl_v/rpi-orcasound-lab_2024_06_19_04_40_54.ts':\n", + " Duration: 00:09:59.94, start: 15041.403567, bitrate: 87 kb/s\n", " Program 1 \n", " Metadata:\n", " service_name : Service01\n", @@ -218,14 +806,14 @@ "Stream mapping:\n", " Stream #0:0 -> #0:0 (aac (native) -> pcm_s16le (native))\n", "Press [q] to stop, [?] for help\n", - "Output #0, wav, to '/var/folders/x7/xtv7b_3d7d9d0m9gzz8q3vb00000gn/T/tmp3t_i5u8w/rpi-orcasound-lab_2024_06_17_14_26_17.wav':\n", + "Output #0, wav, to '/var/folders/x7/xtv7b_3d7d9d0m9gzz8q3vb00000gn/T/tmpvadgk78c/rpi-orcasound-lab_2024_06_19_04_40_54.wav':\n", " Metadata:\n", " ISFT : Lavf61.1.100\n", " Stream #0:0: Audio: pcm_s16le ([1][0][0][0] / 0x0001), 48000 Hz, mono, s16, 768 kb/s\n", " Metadata:\n", " encoder : Lavc61.3.100 pcm_s16le\n", - "[out#0/wav @ 0x7fb1950068c0] video:0KiB audio:56250KiB subtitle:0KiB other streams:0KiB global headers:0KiB muxing overhead: 0.000135%\n", - "size= 56250KiB time=00:10:00.00 bitrate= 768.0kbits/s speed=1.34e+03x \n", + "[out#0/wav @ 0x7fa42b8068c0] video:0KiB audio:56250KiB subtitle:0KiB other streams:0KiB global headers:0KiB muxing overhead: 0.000135%\n", + "size= 56250KiB time=00:10:00.00 bitrate= 768.0kbits/s speed=1.14e+03x \n", "ffmpeg version 7.0 Copyright (c) 2000-2024 the FFmpeg developers\n", " built with Apple clang version 15.0.0 (clang-1500.1.0.2.5)\n", " configuration: --prefix=/usr/local/Cellar/ffmpeg/7.0 --enable-shared --enable-pthreads --enable-version3 --cc=clang --host-cflags= --host-ldflags='-Wl,-ld_classic' --enable-ffplay --enable-gnutls --enable-gpl --enable-libaom --enable-libaribb24 --enable-libbluray --enable-libdav1d --enable-libharfbuzz --enable-libjxl --enable-libmp3lame --enable-libopus --enable-librav1e --enable-librist --enable-librubberband --enable-libsnappy --enable-libsrt --enable-libssh --enable-libsvtav1 --enable-libtesseract --enable-libtheora --enable-libvidstab --enable-libvmaf --enable-libvorbis --enable-libvpx --enable-libwebp --enable-libx264 --enable-libx265 --enable-libxml2 --enable-libxvid --enable-lzma --enable-libfontconfig --enable-libfreetype --enable-frei0r --enable-libass --enable-libopencore-amrnb --enable-libopencore-amrwb --enable-libopenjpeg --enable-libopenvino --enable-libspeex --enable-libsoxr --enable-libzmq --enable-libzimg --disable-libjack --disable-indev=jack --enable-videotoolbox --enable-audiotoolbox\n", @@ -237,8 +825,8 @@ " libswscale 8. 1.100 / 8. 1.100\n", " libswresample 5. 1.100 / 5. 1.100\n", " libpostproc 58. 1.100 / 58. 1.100\n", - "Input #0, mpegts, from '/var/folders/x7/xtv7b_3d7d9d0m9gzz8q3vb00000gn/T/tmpso25blz7/rpi-orcasound-lab_2024_06_17_14_36_17.ts':\n", - " Duration: 00:09:59.90, start: 7561.420978, bitrate: 87 kb/s\n", + "Input #0, mpegts, from '/var/folders/x7/xtv7b_3d7d9d0m9gzz8q3vb00000gn/T/tmpso6miy03/rpi-orcasound-lab_2024_06_19_04_50_54.ts':\n", + " Duration: 00:09:59.92, start: 15641.410122, bitrate: 87 kb/s\n", " Program 1 \n", " Metadata:\n", " service_name : Service01\n", @@ -247,14 +835,14 @@ "Stream mapping:\n", " Stream #0:0 -> #0:0 (aac (native) -> pcm_s16le (native))\n", "Press [q] to stop, [?] for help\n", - "Output #0, wav, to '/var/folders/x7/xtv7b_3d7d9d0m9gzz8q3vb00000gn/T/tmp3t_i5u8w/rpi-orcasound-lab_2024_06_17_14_36_17.wav':\n", + "Output #0, wav, to '/var/folders/x7/xtv7b_3d7d9d0m9gzz8q3vb00000gn/T/tmpvadgk78c/rpi-orcasound-lab_2024_06_19_04_50_54.wav':\n", " Metadata:\n", " ISFT : Lavf61.1.100\n", " Stream #0:0: Audio: pcm_s16le ([1][0][0][0] / 0x0001), 48000 Hz, mono, s16, 768 kb/s\n", " Metadata:\n", " encoder : Lavc61.3.100 pcm_s16le\n", - "[out#0/wav @ 0x7ff4648068c0] video:0KiB audio:56248KiB subtitle:0KiB other streams:0KiB global headers:0KiB muxing overhead: 0.000135%\n", - "size= 56248KiB time=00:09:59.98 bitrate= 768.0kbits/s speed=1.35e+03x \n", + "[out#0/wav @ 0x7fb07d0068c0] video:0KiB audio:56250KiB subtitle:0KiB other streams:0KiB global headers:0KiB muxing overhead: 0.000135%\n", + "size= 56250KiB time=00:10:00.00 bitrate= 768.0kbits/s speed=1.11e+03x \n", "ffmpeg version 7.0 Copyright (c) 2000-2024 the FFmpeg developers\n", " built with Apple clang version 15.0.0 (clang-1500.1.0.2.5)\n", " configuration: --prefix=/usr/local/Cellar/ffmpeg/7.0 --enable-shared --enable-pthreads --enable-version3 --cc=clang --host-cflags= --host-ldflags='-Wl,-ld_classic' --enable-ffplay --enable-gnutls --enable-gpl --enable-libaom --enable-libaribb24 --enable-libbluray --enable-libdav1d --enable-libharfbuzz --enable-libjxl --enable-libmp3lame --enable-libopus --enable-librav1e --enable-librist --enable-librubberband --enable-libsnappy --enable-libsrt --enable-libssh --enable-libsvtav1 --enable-libtesseract --enable-libtheora --enable-libvidstab --enable-libvmaf --enable-libvorbis --enable-libvpx --enable-libwebp --enable-libx264 --enable-libx265 --enable-libxml2 --enable-libxvid --enable-lzma --enable-libfontconfig --enable-libfreetype --enable-frei0r --enable-libass --enable-libopencore-amrnb --enable-libopencore-amrwb --enable-libopenjpeg --enable-libopenvino --enable-libspeex --enable-libsoxr --enable-libzmq --enable-libzimg --disable-libjack --disable-indev=jack --enable-videotoolbox --enable-audiotoolbox\n", @@ -266,8 +854,8 @@ " libswscale 8. 1.100 / 8. 1.100\n", " libswresample 5. 1.100 / 5. 1.100\n", " libpostproc 58. 1.100 / 58. 1.100\n", - "Input #0, mpegts, from '/var/folders/x7/xtv7b_3d7d9d0m9gzz8q3vb00000gn/T/tmpmend5cje/rpi-orcasound-lab_2024_06_17_14_46_17.ts':\n", - " Duration: 00:09:59.92, start: 8161.406600, bitrate: 87 kb/s\n", + "Input #0, mpegts, from '/var/folders/x7/xtv7b_3d7d9d0m9gzz8q3vb00000gn/T/tmp3vf82yib/rpi-orcasound-lab_2024_06_19_05_00_54.ts':\n", + " Duration: 00:09:59.90, start: 16241.416589, bitrate: 87 kb/s\n", " Program 1 \n", " Metadata:\n", " service_name : Service01\n", @@ -276,14 +864,130 @@ "Stream mapping:\n", " Stream #0:0 -> #0:0 (aac (native) -> pcm_s16le (native))\n", "Press [q] to stop, [?] for help\n", - "Output #0, wav, to '/var/folders/x7/xtv7b_3d7d9d0m9gzz8q3vb00000gn/T/tmp3t_i5u8w/rpi-orcasound-lab_2024_06_17_14_46_17.wav':\n", + "Output #0, wav, to '/var/folders/x7/xtv7b_3d7d9d0m9gzz8q3vb00000gn/T/tmpvadgk78c/rpi-orcasound-lab_2024_06_19_05_00_54.wav':\n", + " Metadata:\n", + " ISFT : Lavf61.1.100\n", + " Stream #0:0: Audio: pcm_s16le ([1][0][0][0] / 0x0001), 48000 Hz, mono, s16, 768 kb/s\n", + " Metadata:\n", + " encoder : Lavc61.3.100 pcm_s16le\n", + "[out#0/wav @ 0x7f8059f07180] video:0KiB audio:56248KiB subtitle:0KiB other streams:0KiB global headers:0KiB muxing overhead: 0.000135%\n", + "size= 56248KiB time=00:09:59.98 bitrate= 768.0kbits/s speed=1.15e+03x \n", + "ffmpeg version 7.0 Copyright (c) 2000-2024 the FFmpeg developers\n", + " built with Apple clang version 15.0.0 (clang-1500.1.0.2.5)\n", + " configuration: --prefix=/usr/local/Cellar/ffmpeg/7.0 --enable-shared --enable-pthreads --enable-version3 --cc=clang --host-cflags= --host-ldflags='-Wl,-ld_classic' --enable-ffplay --enable-gnutls --enable-gpl --enable-libaom --enable-libaribb24 --enable-libbluray --enable-libdav1d --enable-libharfbuzz --enable-libjxl --enable-libmp3lame --enable-libopus --enable-librav1e --enable-librist --enable-librubberband --enable-libsnappy --enable-libsrt --enable-libssh --enable-libsvtav1 --enable-libtesseract --enable-libtheora --enable-libvidstab --enable-libvmaf --enable-libvorbis --enable-libvpx --enable-libwebp --enable-libx264 --enable-libx265 --enable-libxml2 --enable-libxvid --enable-lzma --enable-libfontconfig --enable-libfreetype --enable-frei0r --enable-libass --enable-libopencore-amrnb --enable-libopencore-amrwb --enable-libopenjpeg --enable-libopenvino --enable-libspeex --enable-libsoxr --enable-libzmq --enable-libzimg --disable-libjack --disable-indev=jack --enable-videotoolbox --enable-audiotoolbox\n", + " libavutil 59. 8.100 / 59. 8.100\n", + " libavcodec 61. 3.100 / 61. 3.100\n", + " libavformat 61. 1.100 / 61. 1.100\n", + " libavdevice 61. 1.100 / 61. 1.100\n", + " libavfilter 10. 1.100 / 10. 1.100\n", + " libswscale 8. 1.100 / 8. 1.100\n", + " libswresample 5. 1.100 / 5. 1.100\n", + " libpostproc 58. 1.100 / 58. 1.100\n", + "Input #0, mpegts, from '/var/folders/x7/xtv7b_3d7d9d0m9gzz8q3vb00000gn/T/tmpz6zg2u3b/rpi-orcasound-lab_2024_06_19_05_10_54.ts':\n", + " Duration: 00:09:59.94, start: 16841.401956, bitrate: 87 kb/s\n", + " Program 1 \n", + " Metadata:\n", + " service_name : Service01\n", + " service_provider: FFmpeg\n", + " Stream #0:0[0x100]: Audio: aac (LC) ([15][0][0][0] / 0x000F), 48000 Hz, mono, fltp, 71 kb/s\n", + "Stream mapping:\n", + " Stream #0:0 -> #0:0 (aac (native) -> pcm_s16le (native))\n", + "Press [q] to stop, [?] for help\n", + "Output #0, wav, to '/var/folders/x7/xtv7b_3d7d9d0m9gzz8q3vb00000gn/T/tmpvadgk78c/rpi-orcasound-lab_2024_06_19_05_10_54.wav':\n", + " Metadata:\n", + " ISFT : Lavf61.1.100\n", + " Stream #0:0: Audio: pcm_s16le ([1][0][0][0] / 0x0001), 48000 Hz, mono, s16, 768 kb/s\n", + " Metadata:\n", + " encoder : Lavc61.3.100 pcm_s16le\n", + "[out#0/wav @ 0x7fa60ef07180] video:0KiB audio:56250KiB subtitle:0KiB other streams:0KiB global headers:0KiB muxing overhead: 0.000135%\n", + "size= 56250KiB time=00:10:00.00 bitrate= 768.0kbits/s speed=1.1e+03x \n", + "ffmpeg version 7.0 Copyright (c) 2000-2024 the FFmpeg developers\n", + " built with Apple clang version 15.0.0 (clang-1500.1.0.2.5)\n", + " configuration: --prefix=/usr/local/Cellar/ffmpeg/7.0 --enable-shared --enable-pthreads --enable-version3 --cc=clang --host-cflags= --host-ldflags='-Wl,-ld_classic' --enable-ffplay --enable-gnutls --enable-gpl --enable-libaom --enable-libaribb24 --enable-libbluray --enable-libdav1d --enable-libharfbuzz --enable-libjxl --enable-libmp3lame --enable-libopus --enable-librav1e --enable-librist --enable-librubberband --enable-libsnappy --enable-libsrt --enable-libssh --enable-libsvtav1 --enable-libtesseract --enable-libtheora --enable-libvidstab --enable-libvmaf --enable-libvorbis --enable-libvpx --enable-libwebp --enable-libx264 --enable-libx265 --enable-libxml2 --enable-libxvid --enable-lzma --enable-libfontconfig --enable-libfreetype --enable-frei0r --enable-libass --enable-libopencore-amrnb --enable-libopencore-amrwb --enable-libopenjpeg --enable-libopenvino --enable-libspeex --enable-libsoxr --enable-libzmq --enable-libzimg --disable-libjack --disable-indev=jack --enable-videotoolbox --enable-audiotoolbox\n", + " libavutil 59. 8.100 / 59. 8.100\n", + " libavcodec 61. 3.100 / 61. 3.100\n", + " libavformat 61. 1.100 / 61. 1.100\n", + " libavdevice 61. 1.100 / 61. 1.100\n", + " libavfilter 10. 1.100 / 10. 1.100\n", + " libswscale 8. 1.100 / 8. 1.100\n", + " libswresample 5. 1.100 / 5. 1.100\n", + " libpostproc 58. 1.100 / 58. 1.100\n", + "Input #0, mpegts, from '/var/folders/x7/xtv7b_3d7d9d0m9gzz8q3vb00000gn/T/tmpc7wf74gv/rpi-orcasound-lab_2024_06_19_05_20_54.ts':\n", + " Duration: 00:09:59.95, start: 17441.409167, bitrate: 87 kb/s\n", + " Program 1 \n", + " Metadata:\n", + " service_name : Service01\n", + " service_provider: FFmpeg\n", + " Stream #0:0[0x100]: Audio: aac (LC) ([15][0][0][0] / 0x000F), 48000 Hz, mono, fltp, 71 kb/s\n", + "Stream mapping:\n", + " Stream #0:0 -> #0:0 (aac (native) -> pcm_s16le (native))\n", + "Press [q] to stop, [?] for help\n", + "Output #0, wav, to '/var/folders/x7/xtv7b_3d7d9d0m9gzz8q3vb00000gn/T/tmpvadgk78c/rpi-orcasound-lab_2024_06_19_05_20_54.wav':\n", + " Metadata:\n", + " ISFT : Lavf61.1.100\n", + " Stream #0:0: Audio: pcm_s16le ([1][0][0][0] / 0x0001), 48000 Hz, mono, s16, 768 kb/s\n", + " Metadata:\n", + " encoder : Lavc61.3.100 pcm_s16le\n", + "[out#0/wav @ 0x7fecfd707180] video:0KiB audio:56250KiB subtitle:0KiB other streams:0KiB global headers:0KiB muxing overhead: 0.000135%\n", + "size= 56250KiB time=00:10:00.00 bitrate= 768.0kbits/s speed=1.14e+03x \n", + "ffmpeg version 7.0 Copyright (c) 2000-2024 the FFmpeg developers\n", + " built with Apple clang version 15.0.0 (clang-1500.1.0.2.5)\n", + " configuration: --prefix=/usr/local/Cellar/ffmpeg/7.0 --enable-shared --enable-pthreads --enable-version3 --cc=clang --host-cflags= --host-ldflags='-Wl,-ld_classic' --enable-ffplay --enable-gnutls --enable-gpl --enable-libaom --enable-libaribb24 --enable-libbluray --enable-libdav1d --enable-libharfbuzz --enable-libjxl --enable-libmp3lame --enable-libopus --enable-librav1e --enable-librist --enable-librubberband --enable-libsnappy --enable-libsrt --enable-libssh --enable-libsvtav1 --enable-libtesseract --enable-libtheora --enable-libvidstab --enable-libvmaf --enable-libvorbis --enable-libvpx --enable-libwebp --enable-libx264 --enable-libx265 --enable-libxml2 --enable-libxvid --enable-lzma --enable-libfontconfig --enable-libfreetype --enable-frei0r --enable-libass --enable-libopencore-amrnb --enable-libopencore-amrwb --enable-libopenjpeg --enable-libopenvino --enable-libspeex --enable-libsoxr --enable-libzmq --enable-libzimg --disable-libjack --disable-indev=jack --enable-videotoolbox --enable-audiotoolbox\n", + " libavutil 59. 8.100 / 59. 8.100\n", + " libavcodec 61. 3.100 / 61. 3.100\n", + " libavformat 61. 1.100 / 61. 1.100\n", + " libavdevice 61. 1.100 / 61. 1.100\n", + " libavfilter 10. 1.100 / 10. 1.100\n", + " libswscale 8. 1.100 / 8. 1.100\n", + " libswresample 5. 1.100 / 5. 1.100\n", + " libpostproc 58. 1.100 / 58. 1.100\n", + "Input #0, mpegts, from '/var/folders/x7/xtv7b_3d7d9d0m9gzz8q3vb00000gn/T/tmp5u0e448y/rpi-orcasound-lab_2024_06_19_05_30_54.ts':\n", + " Duration: 00:09:59.90, start: 18041.418978, bitrate: 87 kb/s\n", + " Program 1 \n", + " Metadata:\n", + " service_name : Service01\n", + " service_provider: FFmpeg\n", + " Stream #0:0[0x100]: Audio: aac (LC) ([15][0][0][0] / 0x000F), 48000 Hz, mono, fltp, 71 kb/s\n", + "Stream mapping:\n", + " Stream #0:0 -> #0:0 (aac (native) -> pcm_s16le (native))\n", + "Press [q] to stop, [?] for help\n", + "Output #0, wav, to '/var/folders/x7/xtv7b_3d7d9d0m9gzz8q3vb00000gn/T/tmpvadgk78c/rpi-orcasound-lab_2024_06_19_05_30_54.wav':\n", + " Metadata:\n", + " ISFT : Lavf61.1.100\n", + " Stream #0:0: Audio: pcm_s16le ([1][0][0][0] / 0x0001), 48000 Hz, mono, s16, 768 kb/s\n", + " Metadata:\n", + " encoder : Lavc61.3.100 pcm_s16le\n", + "[out#0/wav @ 0x7fde200068c0] video:0KiB audio:56248KiB subtitle:0KiB other streams:0KiB global headers:0KiB muxing overhead: 0.000135%\n", + "size= 56248KiB time=00:09:59.98 bitrate= 768.0kbits/s speed=1.06e+03x \n", + "ffmpeg version 7.0 Copyright (c) 2000-2024 the FFmpeg developers\n", + " built with Apple clang version 15.0.0 (clang-1500.1.0.2.5)\n", + " configuration: --prefix=/usr/local/Cellar/ffmpeg/7.0 --enable-shared --enable-pthreads --enable-version3 --cc=clang --host-cflags= --host-ldflags='-Wl,-ld_classic' --enable-ffplay --enable-gnutls --enable-gpl --enable-libaom --enable-libaribb24 --enable-libbluray --enable-libdav1d --enable-libharfbuzz --enable-libjxl --enable-libmp3lame --enable-libopus --enable-librav1e --enable-librist --enable-librubberband --enable-libsnappy --enable-libsrt --enable-libssh --enable-libsvtav1 --enable-libtesseract --enable-libtheora --enable-libvidstab --enable-libvmaf --enable-libvorbis --enable-libvpx --enable-libwebp --enable-libx264 --enable-libx265 --enable-libxml2 --enable-libxvid --enable-lzma --enable-libfontconfig --enable-libfreetype --enable-frei0r --enable-libass --enable-libopencore-amrnb --enable-libopencore-amrwb --enable-libopenjpeg --enable-libopenvino --enable-libspeex --enable-libsoxr --enable-libzmq --enable-libzimg --disable-libjack --disable-indev=jack --enable-videotoolbox --enable-audiotoolbox\n", + " libavutil 59. 8.100 / 59. 8.100\n", + " libavcodec 61. 3.100 / 61. 3.100\n", + " libavformat 61. 1.100 / 61. 1.100\n", + " libavdevice 61. 1.100 / 61. 1.100\n", + " libavfilter 10. 1.100 / 10. 1.100\n", + " libswscale 8. 1.100 / 8. 1.100\n", + " libswresample 5. 1.100 / 5. 1.100\n", + " libpostproc 58. 1.100 / 58. 1.100\n", + "Input #0, mpegts, from '/var/folders/x7/xtv7b_3d7d9d0m9gzz8q3vb00000gn/T/tmpkv51vafc/rpi-orcasound-lab_2024_06_19_05_40_54.ts':\n", + " Duration: 00:09:59.92, start: 18641.405811, bitrate: 87 kb/s\n", + " Program 1 \n", + " Metadata:\n", + " service_name : Service01\n", + " service_provider: FFmpeg\n", + " Stream #0:0[0x100]: Audio: aac (LC) ([15][0][0][0] / 0x000F), 48000 Hz, mono, fltp, 71 kb/s\n", + "Stream mapping:\n", + " Stream #0:0 -> #0:0 (aac (native) -> pcm_s16le (native))\n", + "Press [q] to stop, [?] for help\n", + "Output #0, wav, to '/var/folders/x7/xtv7b_3d7d9d0m9gzz8q3vb00000gn/T/tmpvadgk78c/rpi-orcasound-lab_2024_06_19_05_40_54.wav':\n", " Metadata:\n", " ISFT : Lavf61.1.100\n", " Stream #0:0: Audio: pcm_s16le ([1][0][0][0] / 0x0001), 48000 Hz, mono, s16, 768 kb/s\n", " Metadata:\n", " encoder : Lavc61.3.100 pcm_s16le\n", - "[out#0/wav @ 0x7fae88a05840] video:0KiB audio:56250KiB subtitle:0KiB other streams:0KiB global headers:0KiB muxing overhead: 0.000135%\n", - "size= 56250KiB time=00:10:00.00 bitrate= 768.0kbits/s speed=1.38e+03x \n" + "[out#0/wav @ 0x7fc7d8f07180] video:0KiB audio:56250KiB subtitle:0KiB other streams:0KiB global headers:0KiB muxing overhead: 0.000135%\n", + "size= 56250KiB time=00:10:00.00 bitrate= 768.0kbits/s speed=1.1e+03x \n" ] } ], @@ -292,14 +996,14 @@ "# Generate parquet dataframes with noise levels for a time period\n", "\n", "now = dt.datetime.now(pytz.timezone('US/Pacific'))\n", - "psd_path, broadband_path = pipeline.generate_parquet_file(now - dt.timedelta(hours = 6), \n", - " now - dt.timedelta(hours = 1), \n", + "psd_path, broadband_path = pipeline.generate_parquet_file(now - dt.timedelta(hours = 13), \n", + " now - dt.timedelta(hours = 8), \n", " upload_to_s3=False);" ] }, { "cell_type": "code", - "execution_count": 48, + "execution_count": 9, "id": "b6586213-a1e0-4b4a-9b7c-0bc4e557a97a", "metadata": { "editable": true, @@ -331,7 +1035,7 @@ }, { "cell_type": "code", - "execution_count": 49, + "execution_count": 10, "id": "e139e323-a1b8-44a1-8223-e6c5e53ac670", "metadata": { "editable": true, @@ -349,7 +1053,7 @@ }, { "cell_type": "code", - "execution_count": 50, + "execution_count": 11, "id": "957efbbb-921f-4c3a-a3a5-ed85b907a18f", "metadata": { "editable": true, @@ -359,6 +1063,35 @@ "tags": [] }, "outputs": [ + { + "data": { + "text/html": [ + " \n", + " " + ] + }, + "metadata": {}, + "output_type": "display_data" + }, { "data": { "application/vnd.plotly.v1+json": { @@ -416,67 +1149,307 @@ ], "type": "heatmap", "x": [ - "2024-06-17T13:56:00", - "2024-06-17T13:57:00", - "2024-06-17T13:58:00", - "2024-06-17T13:59:00", - "2024-06-17T14:00:00", - "2024-06-17T14:01:00", - "2024-06-17T14:02:00", - "2024-06-17T14:03:00", - "2024-06-17T14:04:00", - "2024-06-17T14:05:00", - "2024-06-17T14:06:00", - "2024-06-17T14:07:00", - "2024-06-17T14:08:00", - "2024-06-17T14:09:00", - "2024-06-17T14:10:00", - "2024-06-17T14:11:00", - "2024-06-17T14:12:00", - 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", + "image/png": 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", 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