First Asteroid-based VAD

[mpariente]

Highlights

• New ConvTasNet-based VAD on the Libri_VAD dataset 🚀
• Fixed and improved GEVD beamformer
• Multi-Decoder DPRNN recipe

Changelog

Added

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

Changed

• [src] Make cLN default in causal ConvTasNet (Default norm in causal convTasnet  #511)
• [install] Pin pytorch-optimizer version to support RAdam ([install] pytorch-optimizer dropped RAdam #568)

Fixed

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

Thanks to @ldelebec @hihunjin @nobel861017 @ben-freist @r-sawata @osanseviero @JunzheJosephZhu and @JorisCos for their awesome contributions 🔥 💪 🙏

---

This discussion was created from the release First Asteroid-based VAD.

[hihunjin]

Great experience on contrubuting an awesome repo.