Application of different models of source separation to one of my favorite song.
Conv-Tasnet and Demucs are our contribution to the field.
See our repo: https://github.com/facebookresearch/demucs for more details.

Update: Added Hybrid Demucs (https://arxiv.org/abs/2111.03600) and KUIELAB-MDX-Net to the comparison.

Source Separation in the Waveform Domain

Spleeter Other

Spleeter Bass

Spleeter Drums

Tasnet Vocals

Tasnet Other

Tasnet Bass

Tasnet Drums

Demucs Vocals

Demucs Other

Demucs Bass

Demucs Drums

Kuielab Vocals

Kuielab Other

Kuielab Bass

Kuielab Drums

Hybrid Demucs Vocals

Hybrid Demucs Other

Hybrid Demucs Bass

Hybrid Demucs Drums

Original

I am a research scientist at Meta AI Paris. You will find here samples related to my research.

Source Separation in the Waveform Domain

honualx