source-separation

There are 31 repositories under source-separation topic.

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
Language:Svelte 2981
SpleeterGui
boy1dr / SpleeterGui
Windows desktop front end for Spleeter - AI source separation
gui python source-separation spleeter
Language:C# 2667
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
Language:Python 2482
maum-ai / voicefilter
Unofficial PyTorch implementation of Google AI's VoiceFilter system
source-separation audio-separation speech-separation pytorch voicefilter
Language:Python 1167
krantiparida / awesome-audio-visual
A curated list of different papers and datasets in various areas of audio-visual processing
audio-visual awesome awesome-list cross-modal localization mutli-modal source-separation
750
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
Language:Python 738
nussl / nussl
A flexible source separation library in Python
source-separation audio repet duet nussl nmf hpss
Language:Python 640
anicolson / DeepXi
Deep Xi: A deep learning approach to a priori SNR estimation implemented in TensorFlow 2/Keras. For speech enhancement and robust ASR.
resnet tensorflow speech-enhancement robust-asr deepxi a-priori-snr-estimator mmse minimum-mean-square-error mmse-lsa residual-networks deep-xi speech-separation noise-estimation source-separation deepmmse tcn keras attention mhanet multi-head-attention
Language:MATLAB 518
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
Language:TypeScript 507
MTG / DeepConvSep
Deep Convolutional Neural Networks for Musical Source Separation
signal-processing deep-learning source-separation theano convolutional-neural-networks sample-querying data-augmentation data-generation score-synthesis audio-synthesis
Language:Python 483
google / speaker-id
This repository contains audio samples and supplementary materials accompanying publications by the "Speaker, Voice and Language" team at Google.
source-separation speaker-diarization speaker-identification speaker-recognition speaker-verification
Language:Python 434
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.
forced-alignment language-identification speech speech-alignment speech-recognition speech-synthesis speech-to-text speech-translation text-to-speech language-detection source-separation command-line voice-isolation node-js
Language:TypeScript 415
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
Language:Jupyter Notebook 377
posenhuang / deeplearningsourceseparation
Deep Recurrent Neural Networks for Source Separation
audio-separation deep-learning matlab rnn source-separation speech-denoising speech-separation
Language:MATLAB 369
sevagh / free-music-demixer
example free website for client-side music demixing with Demucs + WebAssembly
demixing mixing music source-separation stems emscripten wasm webassembly demucs
Language:JavaScript 348
AppleHolic / source_separation
Deep learning based speech source separation using Pytorch
deep-learning source-separation pytorch audio speech speech-separation
Language:Jupyter Notebook 319
tky823 / DNN-based_source_separation
A PyTorch implementation of DNN-based source separation.
source-separation speech-separation pytorch tasnet audio-separation conv-tasnet
Language:Python 306
fgnt / pb_bss
Collection of EM algorithms for blind source separation of audio signals
speech-processing speech-enhancement source-separation beamforming bss em-algorithm multi-channel
Language:Python 297
thooore / SpleeterGUI
Windows desktop front end for Spleeter - AI source separation - A fork of: https://github.com/boy1dr/SpleeterGui
spleeter desktop-front python source-separation
Language:C# 255
francesclluis / source-separation-wavenet
A neural network for end-to-end music source separation
audio-processing deep-learning karaoke machine-learning neural-networks source-separation vocal-remover wavenet
Language:Python 228
kuielab / mdx-net
KUIELAB-MDX-Net got the 2nd place on the Leaderboard A and the 3rd place on the Leaderboard B in the MDX-Challenge ISMIR 2021
mdx-challenge music-source-separation source-separation pytorch pytorch-lightning hydra wandb
Language:Python 223
ZitengWang / MASP
Microphone Array Speech Processing
source-separation beamformer
Language:MATLAB 203
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
Language:Python 188
xuchenglin28 / speaker_extraction
target speaker extraction and verification for multi-talker speech
speaker-extraction multi-talker-speech speaker-verification source-separation
Language:Python 188
amanteur / BandSplitRNN-PyTorch
Unofficial PyTorch implementation of Music Source Separation with Band-split RNN
music-information-retrieval pytorch source-separation
Language:Python 181
james34602 / SpleeterRT
Real time monaural source separation base on fully convolutional neural network operates on Time-frequency domain.
spleeter cnn convolutional tensorflow vst plugin dsp stft source-separation bss neural-network audio-processing deep-learning model speech-enhancement spectrogram segmentation intel-mkl-library machine-learning signal-processing
Language:C 169
kaituoxu / TasNet
A PyTorch implementation of Time-domain Audio Separation Network (TasNet) with Permutation Invariant Training (PIT) for speech separation.
audio-separation permutation-invariant-training pit pytorch source-separation speech-separation tasnet
Language:Python 116
dr-costas / mad-twinnet
The code for the MaD TwinNet. Demo page:
source-separation deep-learning audio-signal-processing music-source-separation recurrent-neural-networks singing-voice music-information-retrieval audio audio-processing twin-networks mad-twinnet deep-neural-networks deeplearning music-signal-processing pytorch voice wav autoencoders denoising-autoencoders
Language:Python 112
dansuh17 / segan-pytorch
SEGAN pytorch implementation https://arxiv.org/abs/1703.09452
segan pytorch data-preprocessing segan-pytorch audio speech-enhancement source-separation mir
Language:Python 110
seanghay / uvr-mdx-infer
Ultimate Vocal Remover Inference CLI
onnx onnxruntime uvr vocalremover mdx source-separation mdx-net mdxnet
Language:Python 97
junyuchen-cjy / DTTNet-Pytorch
An official implementation of the ICASSP 2024 paper: Dual-Path TFC-TDF UNet for Music Source Separation
deep-learning music-source-separation pytorch source-separation
Language:Python 96
kuielab / sdx23
Sound Demixing Challenge 2023
music-source-separation pytorch source-separation
Language:Python 89
ws-choi / Conditioned-Source-Separation-LaSAFT
A PyTorch implementation of the paper: "LaSAFT: Latent Source Attentive Frequency Transformation for Conditioned Source Separation" (ICASSP 2021)
musdb18 pytorch pytorch-lightning source-separation
Language:Jupyter Notebook 86
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
Language:Python 85
kwatcharasupat / query-bandit
Banquet: A Stem-Agnostic Single-Decoder System for Music Source Separation Beyond Four Stems
music-source-separation source-separation
Language:Jupyter Notebook 83
tky823 / audio_source_separation
An implementation of audio source separation tools.
source-separation audio-separation iva ilrma nmf mnmf
Language:Jupyter Notebook 83

source-separation

stemrollerapp / stemroller

boy1dr / SpleeterGui

asteroid-team / asteroid

maum-ai / voicefilter

krantiparida / awesome-audio-visual

kaituoxu / Conv-TasNet

nussl / nussl

anicolson / DeepXi

JeffreyCA / spleeter-web

MTG / DeepConvSep

google / speaker-id

echogarden-project / echogarden

source-separation / tutorial

posenhuang / deeplearningsourceseparation

sevagh / free-music-demixer

AppleHolic / source_separation

tky823 / DNN-based_source_separation

fgnt / pb_bss

thooore / SpleeterGUI

francesclluis / source-separation-wavenet

kuielab / mdx-net

ZitengWang / MASP

eesungkim / Speech_Enhancement_DNN_NMF

xuchenglin28 / speaker_extraction

amanteur / BandSplitRNN-PyTorch

james34602 / SpleeterRT

kaituoxu / TasNet

dr-costas / mad-twinnet

dansuh17 / segan-pytorch

seanghay / uvr-mdx-infer

junyuchen-cjy / DTTNet-Pytorch

kuielab / sdx23

ws-choi / Conditioned-Source-Separation-LaSAFT

KinWaiCheuk / demucs_lightning

kwatcharasupat / query-bandit

tky823 / audio_source_separation