source-separation topic

List source-separation repositories

deeplearningsourceseparation

365
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135
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Deep Recurrent Neural Networks for Source Separation

awesome-audio-visual

622
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70
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A curated list of different papers and datasets in various areas of audio-visual processing

spleeter-web

392
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72
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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.

SpleeterRT

150
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16
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Real time monaural source separation base on fully convolutional neural network operates on Time-frequency domain.

stemroller

2.4k
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90
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Isolate vocals, drums, bass, and other instrumental stems from any song

source-separation-wavenet

221
Stars
34
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A neural network for end-to-end music source separation

asteroid

2.1k
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417
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The PyTorch-based audio source separation toolkit for researchers

DeepXi

487
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125
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Deep Xi: A deep learning approach to a priori SNR estimation implemented in TensorFlow 2/Keras. For speech enhancement and robust ASR.

pb_bss

260
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59
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Collection of EM algorithms for blind source separation of audio signals

DeepConvSep

465
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109
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Deep Convolutional Neural Networks for Musical Source Separation