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@mpariente mpariente released this 20 Aug 22:08
· 312 commits to master since this release
v0.3.2
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Learn about vigilant mode.

Highlights

  • New supported models:
    • DualPathTransformer Network (DPTNet).
    • SuDORMRF Network.
    • LSTM TasNet accessible from hub.
    • TDCNpp masking network.
  • Batch-wise schedulers (very useful for transformers) are now available.
  • LambdaOverlapAdd to easily process long files.
  • Add SMS_WSJ Dataset.
  • Add FUSS Dataset.
  • Consistent codestyle with black and more extensive testing
  • Redable docs ! [latest][0.3.1]

Note: Next releases will be based on pytorch-lightning>=0.8.0.

Changelog

Added

  • [tests] Add scheduler tests (#220)
  • [docs] Add schedulers, activations docs and improve datasets' docs (#219)
  • [docs] Add DSP section to docs (#218)
  • [docs] Add FUSSdataset to docs
  • [docs] Add schedulers in docs
  • [docs] Add activations to docs
  • [src] Add FUSS dataset from FUSS PR (#215)
  • [src & tests] Add TDCN++ to masknn (#214)
  • [hub] Add LSTMTasNet/DPTNet/SuDORMRFNet to torch.hub! (#210)
  • [src & tests] Add LSTMTasNet to serializable models (#209)
  • [src] Continuous Speech separation with LambdaOverlapAdd (#193)
  • [src] Continuous Speech separation with OverlappadWrapper (#191)
  • [src & tests] Add SuDoRM-RF model & online mixing collate function (#174)
  • [src, tests & egs] Batchwise learning rate schedulers + DPProcessing + Dual Path Transformer Network + recipe (#200)
  • [docs] Add black code-style
  • [hub] Add Brij's LibriMix enhancement model
  • [src] Adds Dataset for SmsWsj (#179)
  • [docs] STOI loss example: Add sample rate (#189)
  • [src & tests] Add feature-wise global layernorm (#170)

Changed

  • [src & tests] Split SuDORMRF architectures in encoder/masker/decoder (#208)
  • [src] Code-style + docs
  • [src & tests] (BWI) Gather DSP methods in dsp folder (#194)
  • [egs] EarlyStopping Patience to 30 instead of 10. (#178)

Fixed

  • [src] Fix docs append problem in STOI.
  • [black] Apply black to recipes (#216)
  • [tests & CI] Fix tests for publishing (#211)
  • [notebooks] Fix notebooks (#206)
  • [src & tests] Fix serialization issues introduced in previous PR + some docs (#204)
  • [egs] Remove file librimix/model.py as model is imported from asteroid.models (#176)
  • [egs] Dynamic Mixing fix (#173)
  • [instal] Fix pytorch-lightning dependency (#159)
  • [egs] Fix empty audio, multi gpu and reduced storage issues in avspeech (#169)
  • [egs] Fix style in model.py
  • [egs] Fix bugs in generating wsj0-mix dataset with wv1 (#166)
  • [egs] Fix wrong rel path in wham/DPRNN prepare_data.sh (#167)
  • [egs] Fix clipping problems when saving estimate wav file for Wham ConvTasNet (#160)

Backward incompatible changes

  • Move mixture_consistency in dsp folder.
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