Asteroid

Breaking

Breaking
- [install] Limit torch and pytorch-lightning to 1.x (671)

Added
- [egs] Raise error if storage_dir not specified in LibriMix recipes (626)
- [egs] Create Multi-Decoder DPRNN README.md (632)
- [egs] Update Multi-Decoder DPRNN with inference function on a single file out-of-the-box (653)
- [egs] Add a new pre-trained model (X-UMXL) (665)
- [egs] Add a notebook demo, separate.py script for MD-DPRNN. Easier use `from_pretrained` (668)

Changed
- [src] Use torch.linalg for solve and cholesky (623)
- [install] Remove torchmetrics version limit
- [CI] Lint with black 22.3.0 and fix linting CI python3.*8 (624)

Fixed
- [hub] Upgrade deprecated huggingface_hub.cached_download (645)
- [src] Fix cumulative normalization (649)
- [src] Fix argparse key based on Python version (628) (657)
- [ci] Fix tests in continuous integration (672)

Just upgrade source code and recipes to PyTorch-Lighting 1.5+.

Added
- [egs&tests] MixIT loss function (595)
Changed
- [docs] Update RTD version to 0.5.1
Fixed
- [src] Fix FasNetTAC loading (586)
- [src] Fix device in padding for sudormrf. Fix 598 (603)
- [docs] Fix deep_clustering_loss docs example (607)
- [src] Remove torch.complex32 usage for torch 1.11.0 (609)
- [egs] Fix package install script for WHAMR! (613)
- [src] Fix shape mismatching in SuDORMRF's masknn (618)
- [CI] Fix CI Restrict torchmetrics version to under 0.8.0 (619)
- [docs] Fix docs Restrict jinja2>=3.0.0,<3.1.0 (620)

Added
- [src&egs] Add VAD in Asteroid :tada: (558)
- [src&tests] Add GEVD beamformer (520)
- [hub] Add library version and name for Hugging Face download stats (524)
- [egs] Add recipe for Multi-Decoder DPRNN (463)
- [egs] Enable WER eval with GPU (541)
- [egs] Add readme and pretrained model to FaSNet recipe (561)

Changed
- [src] Make cLN default in causal ConvTasNet (511)
- [install] Pin pytorch-optimizer version to support RAdam (568)

Fixed
- [src] Prevent complex eigen values in gev (519)
- [src] Fix default norm_type for causal ConvTasNet (503)
- [egs] Fixed bug in X-UMX (521)
- [nbs] asteroid.filterbanks to asteroid_filterbanks (526)
- [nbs] Fix typos in notebooks/02_Filterbank.ipynb (527)
- [install] Fix PL version <1.5.0 (576)