stemrollerapp / stemroller Star 2.4k Code Issues Pull requests Isolate vocals, drums, bass, and other instrumental stems from any song electron javascript python machine-learning deep-learning drums bass audio-processing source-separation vocals demucs Updated Apr 19, 2024 Svelte
boy1dr / SpleeterGui Star 2.2k Code Issues Pull requests Windows desktop front end for Spleeter - AI source separation python gui source-separation spleeter Updated Oct 7, 2023 C#
asteroid-team / asteroid Star 2.1k Code Issues Pull requests Discussions The PyTorch-based audio source separation toolkit for researchers deep-learning pytorch pretrained-models source-separation audio-separation speech-separation speech-enhancement Updated Apr 10, 2024 Python
maum-ai / voicefilter Star 1k Code Issues Pull requests Unofficial PyTorch implementation of Google AI's VoiceFilter system pytorch source-separation audio-separation speech-separation voicefilter Updated Feb 5, 2024 Python
kaituoxu / Conv-TasNet Star 642 Code Issues Pull requests A PyTorch implementation of Conv-TasNet described in "TasNet: Surpassing Ideal Time-Frequency Masking for Speech Separation" with Permutation Invariant Training (PIT). pytorch pit source-separation audio-separation speech-separation permutation-invariant-training tasnet conv-tasnet Updated Apr 6, 2023 Python
krantiparida / awesome-audio-visual Star 623 Code Issues Pull requests A curated list of different papers and datasets in various areas of audio-visual processing awesome localization awesome-list cross-modal source-separation audio-visual mutli-modal Updated Jan 30, 2024
nussl / nussl Star 587 Code Issues Pull requests Discussions A flexible source separation library in Python audio duet nmf hpss source-separation repet nussl Updated Sep 15, 2023 Python
anicolson / DeepXi Star 489 Code Issues Pull requests Deep Xi: A deep learning approach to a priori SNR estimation implemented in TensorFlow 2/Keras. For speech enhancement and robust ASR. tensorflow keras attention resnet residual-networks source-separation tcn speech-separation noise-estimation speech-enhancement multi-head-attention mmse robust-asr deepxi a-priori-snr-estimator minimum-mean-square-error mmse-lsa deep-xi deepmmse mhanet Updated Feb 17, 2022 MATLAB
MTG / DeepConvSep Star 465 Code Issues Pull requests Deep Convolutional Neural Networks for Musical Source Separation theano deep-learning signal-processing data-generation convolutional-neural-networks audio-synthesis data-augmentation source-separation sample-querying score-synthesis Updated Jan 31, 2020 Python
JeffreyCA / spleeter-web Sponsor Star 393 Code Issues Pull requests Discussions 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. react django source-separation tasnet spleeter demucs crossnet-open-unmix d3net x-umx Updated May 31, 2024 TypeScript
posenhuang / deeplearningsourceseparation Star 365 Code Issues Pull requests Deep Recurrent Neural Networks for Source Separation deep-learning matlab rnn source-separation audio-separation speech-separation speech-denoising Updated Jul 21, 2021 MATLAB
source-separation / tutorial Star 346 Code Issues Pull requests Tutorial covering Open Source tools for Source Separation. music open-source tutorial music-information-retrieval mir source-separation ismir music-separation ismir2020 Updated Jun 2, 2024 Jupyter Notebook
sevagh / freemusicdemixer.com Star 325 Code Issues Pull requests Discussions free website for client-side music demixing with Demucs + WebAssembly music webassembly wasm emscripten mixing source-separation stems demucs demixing Updated May 29, 2024 Python
google / speaker-id Star 323 Code Issues Pull requests This repository contains audio samples and supplementary materials accompanying publications by the "Speaker, Voice and Language" team at Google. speaker-recognition speaker-verification source-separation speaker-diarization speaker-identification Updated Mar 20, 2024 Python
AppleHolic / source_separation Star 311 Code Issues Pull requests Deep learning based speech source separation using Pytorch audio deep-learning speech pytorch source-separation speech-separation Updated Nov 20, 2020 Jupyter Notebook
tky823 / DNN-based_source_separation Star 273 Code Issues Pull requests A PyTorch implementation of DNN-based source separation. pytorch source-separation audio-separation speech-separation tasnet conv-tasnet Updated Mar 29, 2022 Python
fgnt / pb_bss Star 261 Code Issues Pull requests Collection of EM algorithms for blind source separation of audio signals multi-channel speech-processing bss em-algorithm source-separation beamforming speech-enhancement Updated Oct 17, 2023 Python
thooore / SpleeterGUI Star 249 Code Issues Pull requests Windows desktop front end for Spleeter - AI source separation - A fork of: https://github.com/boy1dr/SpleeterGui python source-separation spleeter desktop-front Updated May 22, 2022 C#
francesclluis / source-separation-wavenet Star 221 Code Issues Pull requests A neural network for end-to-end music source separation machine-learning deep-learning neural-networks wavenet karaoke audio-processing source-separation vocal-remover Updated Jan 31, 2020 Python
ZitengWang / MASP Star 168 Code Issues Pull requests Microphone Array Speech Processing beamformer source-separation Updated Jul 30, 2019 MATLAB