Top 12 speech-separation open source projects

End-to-End Speech Processing Toolkit

A unofficial Pytorch implementation of Google's VoiceFilter

Constrained Permutation Invariant Training, Speech Separation

According to funcwj's uPIT, the training code supporting multi-gpu is written, and the Dataloader is reconstructed.

A PyTorch implementation of Time-domain Audio Separation Network (TasNet) with Permutation Invariant Training (PIT) for speech separation.

UniSpeech - Large Scale Self-Supervised Learning for Speech

A framework for quick testing and comparing multi-channel speech enhancement and separation methods, such as DSB, MVDR, LCMV, GEVD beamforming and ICA, FastICA, IVA, AuxIVA, OverIVA, ILRMA, FastMNMF.

💎 A list of accessible speech corpora for ASR, TTS, and other Speech Technologies

A curated list of awesome Speech Enhancement papers, libraries, datasets, and other resources.

Pytorch implements Deep Clustering: Discriminative Embeddings For Segmentation And Separation

Neural Turing machine for source separation in Tensorflow

Script to calculate SNR and SDR using python