Projects in Awesome Lists tagged with source-separation
A curated list of projects in awesome lists tagged with source-separation .
https://github.com/stemrollerapp/stemroller
Isolate vocals, drums, bass, and other instrumental stems from any song
audio-processing bass deep-learning demucs drums electron javascript machine-learning python source-separation vocals
Last synced: 14 May 2025
https://github.com/boy1dr/spleetergui
Windows desktop front end for Spleeter - AI source separation
gui python source-separation spleeter
Last synced: 15 May 2025
https://github.com/boy1dr/SpleeterGui
Windows desktop front end for Spleeter - AI source separation
gui python source-separation spleeter
Last synced: 24 Mar 2025
https://github.com/asteroid-team/asteroid
The PyTorch-based audio source separation toolkit for researchers
audio-separation deep-learning pretrained-models pytorch source-separation speech-enhancement speech-separation
Last synced: 12 May 2025
https://github.com/maum-ai/voicefilter
Unofficial PyTorch implementation of Google AI's VoiceFilter system
audio-separation pytorch source-separation speech-separation voicefilter
Last synced: 16 May 2025
https://github.com/kaituoxu/Conv-TasNet
A PyTorch implementation of Conv-TasNet described in "TasNet: Surpassing Ideal Time-Frequency Masking for Speech Separation" with Permutation Invariant Training (PIT).
audio-separation conv-tasnet permutation-invariant-training pit pytorch source-separation speech-separation tasnet
Last synced: 01 Apr 2025
https://github.com/nussl/nussl
A flexible source separation library in Python
audio duet hpss nmf nussl repet source-separation
Last synced: 14 Jul 2025
https://github.com/mtg/deepconvsep
Deep Convolutional Neural Networks for Musical Source Separation
audio-synthesis convolutional-neural-networks data-augmentation data-generation deep-learning sample-querying score-synthesis signal-processing source-separation theano
Last synced: 26 Jun 2025
https://github.com/JeffreyCA/spleeter-web
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.
crossnet-open-unmix d3net demucs django react source-separation spleeter tasnet x-umx
Last synced: 24 Mar 2025
https://github.com/jeffreyca/spleeter-web
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.
crossnet-open-unmix d3net demucs django react source-separation spleeter tasnet x-umx
Last synced: 05 Apr 2025
https://github.com/source-separation/tutorial
Tutorial covering Open Source tools for Source Separation.
ismir ismir2020 mir music music-information-retrieval music-separation open-source source-separation tutorial
Last synced: 16 May 2025
https://github.com/posenhuang/deeplearningsourceseparation
Deep Recurrent Neural Networks for Source Separation
audio-separation deep-learning matlab rnn source-separation speech-denoising speech-separation
Last synced: 06 Apr 2025
https://github.com/echogarden-project/echogarden
Cross-platform speech toolset, used from the command-line or as a Node.js library. Includes a variety of engines for speech synthesis, speech recognition, forced alignment, speech translation, voice isolation, language detection and more.
command-line forced-alignment language-detection language-identification node-js source-separation speech speech-alignment speech-recognition speech-synthesis speech-to-text speech-translation text-to-speech voice-isolation
Last synced: 15 May 2025
https://github.com/sevagh/free-music-demixer
example free website for client-side music demixing with Demucs + WebAssembly
demixing demucs emscripten mixing music source-separation stems wasm webassembly
Last synced: 20 Feb 2026
https://source-separation.github.io/tutorial/
Tutorial covering Open Source tools for Source Separation.
ismir ismir2020 mir music music-information-retrieval music-separation open-source source-separation tutorial
Last synced: 09 Jul 2025
https://github.com/sevagh/freemusicdemixer.com
free website for client-side music demixing with Demucs + WebAssembly
demixing demucs emscripten mixing music source-separation stems wasm webassembly
Last synced: 12 Apr 2025
https://github.com/AppleHolic/source_separation
Deep learning based speech source separation using Pytorch
audio deep-learning pytorch source-separation speech speech-separation
Last synced: 01 Apr 2025
https://github.com/tky823/dnn-based_source_separation
A PyTorch implementation of DNN-based source separation.
audio-separation conv-tasnet pytorch source-separation speech-separation tasnet
Last synced: 07 Apr 2025
https://github.com/eesungkim/Speech_Enhancement_DNN_NMF
Speech Enhancement based on DNN (Spectral-Mapping, TF-Masking), DNN-NMF, NMF
dnn-nmf dnn-spectral-mapping dnn-speech-enhancement dnn-tf-masking nmf-speech-enhancement source-separation speech-separation
Last synced: 01 Apr 2025
https://github.com/amanteur/BandSplitRNN-PyTorch
Unofficial PyTorch implementation of Music Source Separation with Band-split RNN
music-information-retrieval pytorch source-separation
Last synced: 14 Jul 2025
https://github.com/dansuh17/segan-pytorch
SEGAN pytorch implementation https://arxiv.org/abs/1703.09452
audio data-preprocessing mir pytorch segan segan-pytorch source-separation speech-enhancement
Last synced: 16 Apr 2025
https://github.com/kwatcharasupat/query-bandit
Banquet: A Stem-Agnostic Single-Decoder System for Music Source Separation Beyond Four Stems
music-source-separation source-separation
Last synced: 12 Jan 2026
https://github.com/kinwaicheuk/demucs_lightning
Demucs Lightning: A PyTorch lightning version of Demucs with Hydra and Tensorboard features
deep-learning machine-learning music-information-retrieval source-separation
Last synced: 19 Apr 2025
https://github.com/tky823/audio_source_separation
An implementation of audio source separation tools.
audio-separation ilrma iva mnmf nmf source-separation
Last synced: 03 Sep 2025
https://github.com/pmelchior/scarlet
hyperspectral galaxy modeling and deblending
component-separation image-analysis nmf source-separation
Last synced: 17 Jan 2026
https://github.com/seanghay/uvr-mdx-infer
Ultimate Vocal Remover Inference CLI
mdx mdx-net mdxnet onnx onnxruntime source-separation uvr vocalremover
Last synced: 15 Apr 2025
https://github.com/sevagh/onair-music-dataset
:musical_note: a new stem dataset for Music Demixing research, from the OnAir royalty-free music project
audio dataset demixing music source-separation
Last synced: 22 Jan 2026
https://github.com/sevagh/xumx-slicq
music demixing with the sliCQ Transform and PyTorch
audio-processing cqt demixing music pytorch source-separation
Last synced: 13 Apr 2025
https://github.com/pmelchior/scarlet2
Astronomical source modeling in jax
astronomy image-analysis source-separation
Last synced: 14 Jan 2026
https://github.com/sevagh/zen
optimized realtime harmonic/percussive source separation using the GPU (NVIDIA CUDA) and CPU (Intel IPP)
audio cuda digital-signal-processing dsp real-time source-separation thrust
Last synced: 13 Apr 2025
https://github.com/seanghay/vocal
A vocal source separation
background-remover source-separation vocal
Last synced: 13 Jul 2025
https://github.com/sevagh/real-time-hpss
MATLAB + Python implementations of real-time median-filtering Harmonic-Percussive Source Separation
hpss real-time source-separation spectrogram stft time-frequency-analysis
Last synced: 18 Jun 2025
https://github.com/fakufaku/2020_interspeech_gmdp
Generalized Minimal Distortion Principle for Blind Source Separation
audio-processing blind-source-separation bss multichannel-microphone-arrays source-separation
Last synced: 12 Apr 2025
https://github.com/otonomee/streamstem
Implements ML audio separation algorithm on audio from YouTube or Spotify resulting in "stems" for download (e.g. vocals, drums, bass) in MP3, WAV or FLAC.
audio-classification deep-learning demucs fastapi machine-learning source-separation spotify-stemmer youtube-stemmer
Last synced: 26 Oct 2025
https://github.com/kayoyin/signal-processing
Repository that gathers code for signal processing
data-processing dimensionality-reduction ica machine-learning nmf pca signal-processing source-separation
Last synced: 13 Apr 2025
https://github.com/fakufaku/separake
Echo aware source separation
audio echoes nmf-decomposition source-separation
Last synced: 12 Apr 2025
https://github.com/sevagh/music-separation-tf
Music source separation testbench with various offline and realtime DSP and machine learning algorithms using the STFT, CQT, NSGT, sliCQT, WMDCT, and TFJigsaw
bss cqt hpss musdb18 music-separation peass realtime source-separation stft
Last synced: 13 Apr 2025
https://github.com/sevagh/mixin
Music Xtraction with Nonstationary Gabor Transforms and Convolutional Denoising Autoencoders
convolutional-autoencoder convolutional-neural-networks cqt-spectrogram deep-learning gabor-analysis music-separation source-separation
Last synced: 12 Jun 2025
https://github.com/bagustris/thesis-bss
List of matlab/octave used in master thesis S2 "binaural" by bagustris
binaural-hearing matlab octave source-separation speech-enhancement
Last synced: 28 Jun 2025
https://github.com/emdgroup/tnmf
Transform-Invariant Non-Negative Matrix Factorization
data-science invariant-features machine-learning matrix-factorization python source-separation sparse-coding tensor-factorization
Last synced: 25 Jan 2026
https://github.com/jurihock/remucs
Demucs wrapper for remixing audio files with additional customizations
audio audio-effects audio-processing cli dafx deep-learning demixing demucs machine-learning mixing mixing-audio music-separation pitch-shifting python source-separation stems stft stftpitchshift unmixing vocal-remover
Last synced: 10 Apr 2025
https://github.com/lankaraniamir/lyric-source-separation
Using alignments and posteriorgrams extracted from lyrics as novel input into source separation models
lyrics music-information-retrieval source-separation word-alignment
Last synced: 14 Apr 2025
https://github.com/deezer/real-cloned-singer-id
Repository for the ISMIR 2024 Paper "From Real to Cloned Singer Identification".
deepfake-detection music-information-retrieval singer-id source-separation voice-cloning
Last synced: 25 Oct 2025
https://github.com/seanghay/cleanvoice
A Fast Speech Enhancement toolkit using Conv-TasNet
convtasnet source-separation speech-enhancement speechenhancement
Last synced: 13 Jul 2025
https://github.com/luqigroup/fvae
Code to partially reproduce results in "Martian time-series unraveled: A multi-scale nested approach with factorial variational autoencoders"
clustering multi-scale source-separation unsupervised-learning variational-autoencoders
Last synced: 08 Nov 2025
https://github.com/bagustris/tugasakhir-ica
Script Matlab / Octave Skripsi/Tugas Akhir S1 bagustris
abnormal-detection abnormal-sound-detection matlab source-separation
Last synced: 28 Jun 2025
https://github.com/zazi2002/eeg-processing-sourceseparation
EEG signal processing using various source separation methods such as GEVD, DSS, PCA, and ICA.
dss eeg gevd ica matlab signal-processing source-separation
Last synced: 30 Mar 2025
https://github.com/zazi2002/biomedical-signal-image-processing-lab
Biomedical Signal & Image Processing Lab Projects.
ecg-analysis eeg-analysis emg eog ica image-processing noise-reduction segmentation source-localization source-separation
Last synced: 10 Nov 2025
https://github.com/alisiahkoohi/srcsep
Code to partially reproduce results in "Unearthing InSights into Mars: Unsupervised source separation with limited data", ICML 2023
limited-data scattering-covariances scattering-networks source-separation unsupervised-learning wavelet
Last synced: 04 Apr 2025
https://github.com/vetrenost/music_separator
Script for music stem separation using Demucs models (htdemucs_ft, mdx_extra_q).
audio-separation demucs htdemucs mdx music-processing source-separation
Last synced: 08 Sep 2025
https://github.com/xdcobra/react-native-sherpa-onnx
Offline Speech Processing SDK for React Native using sherpa-onnx. Supports Speech-to-Text, Text-to-Speech, Speaker Diarization, Speech Enhancement, Source Separation & VAD.
android ctc data-privacy funasr ios paraformer react-native sdk sensevoice sherpa-onnx source-separation speaker-diarization speech-enhancement speech-to-text text-to-speech vad voice-activity-detection whisper zipformer
Last synced: 25 Feb 2026
