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The Top 23 Speech Separation Open Source Projects

Open source projects categorized as Speech Separation
Categories > Speech Separation
Espnet ⭐ 7,563
End-to-End Speech Processing Toolkit
dependent packages 5total releases 33most recent commit 3 months agopypi espnet} Downloads
Speechbrain ⭐ 7,166
A PyTorch-based Speech Toolkit
most recent commit 3 months ago
Asteroid ⭐ 2,018
The PyTorch-based audio source separation toolkit for researchers
dependent packages 3total releases 54most recent commit 3 months agopypi asteroid} Downloads
Open Speech Corpora ⭐ 830
💎 A list of accessible speech corpora for ASR, TTS, and other Speech Technologies
most recent commit 2 years ago
Voicefilter ⭐ 640
Unofficial PyTorch implementation of Google AI's VoiceFilter system
most recent commit 3 years ago
Conv Tasnet ⭐ 534
A PyTorch implementation of Conv-TasNet described in "TasNet: Surpassing Ideal Time-Frequency Masking for Speech Separation" with Permutation Invariant Training (PIT).
most recent commit a year ago
Speech Separation Paper Tutorial ⭐ 453
A must-read paper for speech separation based on neural networks
most recent commit 2 years ago
Fullsubnet ⭐ 443
PyTorch implementation of "FullSubNet: A Full-Band and Sub-Band Fusion Model for Real-Time Single-Channel Speech Enhancement."
most recent commit 8 months ago
Deepxi ⭐ 367
Deep Xi: A deep learning approach to a priori SNR estimation implemented in TensorFlow 2/Keras. For speech enhancement and robust ASR.
most recent commit 2 years ago
Deeplearningsourceseparation ⭐ 342
Deep Recurrent Neural Networks for Source Separation
most recent commit 3 years ago
Unispeech ⭐ 328
UniSpeech - Large Scale Self-Supervised Learning for Speech
most recent commit 10 months ago
Setk ⭐ 306
Tools for Speech Enhancement integrated with Kaldi
most recent commit 2 years ago
Dual Path Rnn Pytorch ⭐ 301
Dual-path RNN: efficient long sequence modeling for time-domain single-channel speech separation implemented by Pytorch
most recent commit a year ago
Lstm_pit_speech_separation ⭐ 293
Two-talker Speech Separation with LSTM/BLSTM by Permutation Invariant Training method.
most recent commit 2 years ago
Conv Tasnet ⭐ 283
Conv-TasNet: Surpassing Ideal Time-Frequency Magnitude Masking for Speech Separation Pytorch's Implement
most recent commit a year ago
Source_separation ⭐ 252
Deep learning based speech source separation using Pytorch
most recent commit 3 years ago
Speech_dataset ⭐ 229
The dataset of Speech Recognition
most recent commit a year ago
Sudo_rm_rf ⭐ 211
Code for SuDoRm-Rf networks for efficient audio source separation. SuDoRm-Rf stands for SUccessive DOwnsampling and Resampling of Multi-Resolution Features which enables a more efficient way of separating sources from mixtures.
most recent commit a year ago
Gcc Nmf ⭐ 179
Real-time GCC-NMF Blind Speech Separation and Enhancement
most recent commit 5 years ago
Dnn Based_source_separation ⭐ 147
A PyTorch implementation of DNN-based source separation.
most recent commit 2 years ago
Aps ⭐ 122
A personal toolkit for single/multi-channel speech recognition & enhancement & separation.
most recent commit 10 months ago
Tutorial_separation ⭐ 117
This repo summarizes the tutorials, datasets, papers, codes and tools for speech separation and speaker extraction task. You are kindly invited to pull requests.
most recent commit 3 years ago
Conv Tasnet ⭐ 100
A PyTorch implementation of "TasNet: Surpassing Ideal Time-Frequency Masking for Speech Separation"
most recent commit 4 years ago
The 2 Most Depended On Speech Separation Open Source Projects
Espnet ⭐ 7,563
End-to-End Speech Processing Toolkit
dependent packages 5total releases 33latest release October 25, 2023most recent commit 3 months agopypi espnet} Downloads
Asteroid ⭐ 2,018
The PyTorch-based audio source separation toolkit for researchers
dependent packages 3total releases 54latest release October 12, 2023most recent commit 3 months agopypi asteroid} Downloads
The 3 Latest Releases In Speech Separation Open Source Projects
Espnet ⭐ 7,563
End-to-End Speech Processing Toolkit
dependent packages 5total releases 33latest release October 25, 2023most recent commit 3 months agopypi espnet} Downloads
Asteroid ⭐ 2,018
The PyTorch-based audio source separation toolkit for researchers
dependent packages 3total releases 54latest release October 12, 2023most recent commit 3 months agopypi asteroid} Downloads
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