Asteroid

- [install] Lift the ligthning<1.3.0 restriction (495)

Breaking
- [src&tests] Remove all deprecated code (474)
- [all] Drop support for torch<1.8.0 (476)

Added
- [src] Beamforming: Souden MVDR and optimal channel selection (484)
- [src&egs] X-UMX Official baseline for Music Demixing Challenge (490)

Changed
- [src] Compute linalg beamforming ops in double (482)
- [src] Improve Beamforming naming and add TODOs (483)
- [src] Beamforming: enable forcing float linalg ops (485)
- [docs] Update instructions for pretrained model sharing (489)
- [install] Bump lightning version under 1.3.0 (493)

Fixed
- [nb] Fix shape in 00_GettingStarted.ipynb (478)
- [src] Stabilize GEV beamformer (479)
- [src] Beamforming: fix doc references

- [src] Fix padding in DCUNet ConvTranspose2d (466)
- [src&tests] Causal TDConvNet and ConvTasNet (465)
- [tests] Fix test from 465 (467)
- [docs] Fix wrong doclinks (469)
- [docs] Fix docs (links and errors) (470)
- [src&tests] Add beamforming modules :tada: (468)

Breaking
- [src] Make sample_rate positional in BaseModel (431)

Added
- [src&egs] ESPNet in LibriMix recipe :tada: (329)
- [cli] Add --device to asteroid-infer (375)
- [src] Add stft_n_filters to BaseDCUNet (406)
- [src&tests] Add MetricTracker (394)
- [egs] Librimix recipes for all models (418)
- [src] Track transcriptions in WerTracker (414)
- [docs] Add note about System Lightning hooks (428)
- [src] Support Multichannel models (427)
- [src&egs] Add FasNetTAC model, dataset and recipe (306)
- [src] Add mulcat option to DPRNN (416)

Changed
- [src&install] Drop librosa and refactor requirements files (386)
- [src] Remove unused hooks (424)
- [hub] Use huggingface_hub deps, remove inlined HF code (409)

Fixed
- [egs] Pass samplerate to model (407)
- [src] Fix Large-DCUNet-20 arch (405)
- [src] Fix inconsistent devices for tensors (417)
- [egs] Fix model saving path in DeepClustering recipes(398)
- [src] Fix unpassed SR in TasNet and SudoRMRF (433)
- [egs] Fix reshaping issue in AVSpeech (441)

Added
- [hub] Support for huggingface model hub :tada: (377)
- [hub] List asteroid models HF's hub (382)
- [install] Deduplicate version number (388)

Changed
- [docs] Migrate to asteroid-team (369)
- [src] Import BaseModel from .models
- [src] Upgrade Lightning to 1.x (371)

Fixed
- [install] Fix old STFT model loading (thanks popcornell)
- [hub] Fix torch.hub tests Add new dependencies from 377
- [src] bug in attention.py due to mha input shape (381)
- [src] hopefully fixes DPTNet this time (383)
- [src] Remove call to super().training_step() (395)

Breaking
- [src] BC-breaking: Load models without sample_rate (285)
- [src] Remove deprecated losses (343)
- [src] Remove deprecated blocks (344)
- [src] BaseEncoderMaskerDecoder: remove old hooks (309)
- [src] Remove deprecated kernel_size in TDConvNet (368)

Added
- [src&tests] Add sample_rate property (float) in `BaseModel`. (274)
- [src] Add sample_rate argument to all supported models. (284)
- [src&tests] Automatic resampling in separate + CLI. (283)
- [src & tests] :tada: TorchScript support :tada: (237)
- [src & tests] Add Hungarian matcher to solve LSA in PITLossWrapper (243)
- [src&tests] Add jitable_shape and use it in EncMaskDec forward (288)
- [src&tests] Add shape checks to SDR and MSE losses (299)
- [docs] Add loss plot in the FAQ (314)
- [src] New asteroid.show_available_models (313)
- [egs] DAMP-VSEP vocal separation using ConvTasNet (298)
- [docs] DAMP-VSEP in the docs ! (317)
- [src&test] Add Sinkhorn PIT loss (302)
- [src] Add MixITWrapper loss (320)
- [egs] Add MixIT example recipe (328)
- [src] New Filterbank's hooks + add MelGram_FB (334)
- [src] New phase features and transforms (333)
- [src] Better names in asteroid.filterbanks.transforms (342)
- [src] Add asteroid-versions script to print installed versions (349)
- [install] Add conda environment.yml (354)
- [src] Add ebased_vad and deltas (355)

Changed
- [src&tests] Make `get_metrics` robust against metrics failures (275)
- [egs] Don't override print() with pprint (281)
- [src] Refactor BaseEncoderMaskerDecoder.forward (307)
- [src&tests] Refactor DeMask for consistency (304)
- [docs] Replace GettingStarted notebook (319)
- [src] BaseModel takes sample_rate argument (336)
- [src&egs] Transition to asteroid_filterbanks (346)
- [src] Rename _separate to forward_wav (337)
- [docs] Build docs with 3.8
- [docs] Links to GitHub code from the docs :tada: (363)
- [CI&hub] TorchHub integration tests (362)

Fixed
- [egs] Fix 277 DNS Challenge baseline's run.sh
- [docs] Fix Reference and Example blocks in docs (297)
- [src] Fix 300: skip connection on good device (301)
- [src] DCUNet: Replace old hooks by new ones (308)
- [src] Fix schedulers serialization (326)
- [src] Improve Filterbank.forward error message (327)
- [egs] Fix: replace DPRNNTasNet with DPTNet (331)
- [src&jit] Fix DCCRN and DCUNet-Large (276)
- [CI] Catch warnings we expect (351)
- [src] Fix 279 OLA support for separate() and asteroid-infer (305)
- [docs] Docs fixes and improvements (340)
- [docs] Fix CLI output in docs (357)
- [src&tests] Fix complex and add tests (358)
- [docs] Fix docstrings (365)
- [src] Fix 360 Correct DCCRN RNN (364)