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The Top 23 Source Separation Open Source Projects

Open source projects categorized as Source Separation
Categories > Source Separation
Stemroller ⭐ 2,162
Isolate vocals, drums, bass, and other instrumental stems from any song
most recent commit 7 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
Spleetergui ⭐ 1,894
Windows desktop front end for Spleeter - AI source separation
most recent commit 7 months ago
Voicefilter ⭐ 640
Unofficial PyTorch implementation of Google AI's VoiceFilter system
most recent commit 3 years ago
Nussl ⭐ 580
A flexible source separation library in Python
total releases 31most recent commit 8 months ago
Awesome Audio Visual ⭐ 577
A curated list of different papers and datasets in various areas of audio-visual processing
most recent commit 4 months ago
Wave U Net ⭐ 574
Implementation of the Wave-U-Net for audio source separation
most recent commit 2 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
Deepconvsep ⭐ 397
Deep Convolutional Neural Networks for Musical Source Separation
most recent commit 4 years 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
Spleeter Web ⭐ 366
Self-hostable web app for isolating the vocal, accompaniment, bass, and drums of any song. Supports Spleeter, D3Net, Demucs, Tasnet, X-UMX. Built with React and Django.
most recent commit 3 months ago
Deeplearningsourceseparation ⭐ 342
Deep Recurrent Neural Networks for Source Separation
most recent commit 3 years ago
Free Music Demixer ⭐ 305
free website for client-side music demixing with Demucs + WebAssembly
most recent commit 3 months ago
Speaker Id ⭐ 270
This repository contains audio samples and supplementary materials accompanying publications by the "Speaker, Voice and Language" team at Google.
most recent commit 4 months ago
Tutorial ⭐ 258
Tutorial covering Open Source tools for Source Separation.
most recent commit 2 years ago
Source_separation ⭐ 252
Deep learning based speech source separation using Pytorch
most recent commit 3 years ago
Pb_bss ⭐ 234
Collection of EM algorithms for blind source separation of audio signals
most recent commit 6 months 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
Multisensory ⭐ 163
Code for the paper: Audio-Visual Scene Analysis with Self-Supervised Multisensory Features
most recent commit 5 years ago
Source Separation Wavenet ⭐ 160
A neural network for end-to-end music source separation
most recent commit 4 years ago
Deep Audio Prior ⭐ 149
Audio Source Separation Without Any Training Data.
most recent commit 10 months ago
Dnn Based_source_separation ⭐ 147
A PyTorch implementation of DNN-based source separation.
most recent commit 2 years ago
Soundsourceseparation ⭐ 134
The code for multi-channel source separation and dereverberation such as FastMNMF1, FastMNMF2, and AR-FastMNMF2.
most recent commit 2 years ago
The 2 Most Depended On Source Separation Open Source Projects
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
Audiosegment ⭐ 51
Wrapper for pydub AudioSegment objects
dependent packages 2total releases 36latest release August 20, 2020most recent commit 4 years agopypi audiosegment} Downloads
The 9 Latest Releases In Source Separation Open Source Projects
Xumx Slicq V2 ⭐ 6
better music demixing with PyTorch and the sliCQT
total releases 3latest release November 10, 2023most recent commit 9 months ago
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
Tnmf ⭐ 5
Transform-Invariant Non-Negative Matrix Factorization
total releases 3latest release November 12, 2021most recent commit 2 years ago
Nussl ⭐ 580
A flexible source separation library in Python
total releases 31latest release February 25, 2021most recent commit 8 months ago
Audiosegment ⭐ 51
Wrapper for pydub AudioSegment objects
dependent packages 2total releases 36latest release August 20, 2020most recent commit 4 years agopypi audiosegment} Downloads
N Hans ⭐ 26
Neuro-Holistic Audio-eNhancement System (N-HANS)
total releases 45latest release June 17, 2020most recent commit 3 years ago
Beamformers ⭐ 25
Easy to use Beamformers for multi-channel speech separation/enhancement
total releases 18latest release February 04, 2020most recent commit 3 years ago
Decompose ⭐ 35
Blind source separation based on the probabilistic tensor factorisation framework
total releases 1latest release April 06, 2018most recent commit 6 years ago
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