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CHANGELOG.md

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Version 1.1 (WIP)

  • BREAKING: switch to new pyannote.pipeline package
  • BREAKING: add unified FeatureExtraction base class
  • feat: add support for on-the-fly data augmentation
  • setup: switch to librosa 0.6

Version 1.0.1 (2018--07-19)

  • fix: fix regression in Precomputed.call (#110, #105)

Version 1.0 (2018-07-03)

  • chore: switch from keras to pytorch (with tensorboard support)
  • improve: faster & better traning (AutoLR, advanced learning rate schedulers, improved batch generators)
  • feat: add tunable speaker diarization pipeline (with its own tutorial)
  • chore: drop support for Python 2 (use Python 3.6 or later)

Version 0.3.1 (2017-07-06)

  • feat: add python 3 support
  • chore: rewrite neural speaker embedding using autograd
  • feat: add new embedding architectures
  • feat: add new embedding losses
  • chore: switch to Keras 2
  • doc: add tutorial for (MFCC) feature extraction
  • doc: add tutorial for (LSTM-based) speech activity detection
  • doc: add tutorial for (LSTM-based) speaker change detection
  • doc: add tutorial for (TristouNet) neural speaker embedding

Version 0.2.1 (2017-03-28)

  • feat: add LSTM-based speech activity detection
  • feat: add LSTM-based speaker change detection
  • improve: refactor LSTM-based speaker embedding
  • feat: add librosa basic support
  • feat: add SMORMS3 optimizer

Version 0.1.4 (2016-09-26)

  • feat: add 'covariance_type' option to BIC segmentation

Version 0.1.3 (2016-09-23)

  • chore: rename sequence generator in preparation of the release of TristouNet reproducible research package.

Version 0.1.2 (2016-09-22)

  • first public version