Comparison of Sams-Net vs Open-Unmix and Demucs for music source separation on 4 sources: vocals, drums, bass, and other.
A-R: Adele – Rolling in the Deep
Mixture
Sams-Net
Vocals
Drums
Bass
Other
Open-Unmix
Vocals
Drums
Bass
Other
Demucs
Vocals
Drums
Bass
Other
C-Y: Carpenters – Yesterday Once More
Mixture
Sams-Net
Vocals
Drums
Bass
Other
Open-Unmix
Vocals
Drums
Bass
Other
Demucs
Vocals
Drums
Bass
Other
S-J: Sarah Connor – Just One Last Dance
Mixture
Sams-Net
Vocals
Drums
Bass
Other
Open-Unmix
Vocals
Drums
Bass
Other
Demucs
Vocals
Drums
Bass
Other
T-S: The Walkers – The Sun Ain’t Gonna Shine
Mixture
Sams-Net
Vocals
Drums
Bass
Other
Open-Unmix
Vocals
Drums
Bass
Other
Demucs
Vocals
Drums
Bass
Other
J-T: Jascha Richter – Right Here by Your Side
Mixture
Sams-Net
Vocals
Drums
Bass
Other
Open-Unmix
Vocals
Drums
Bass
Other
Demucs
Vocals
Drums
Bass
Other
T-E: The Chainsmokers – Don’t Let Me Down
Mixture
Sams-Net
Vocals
Drums
Bass
Other
Open-Unmix
Vocals
Drums
Bass
Other
Demucs
Vocals
Drums
Bass
Other
Reference
[1] F.-R. Stoter, S. Uhlich, A. Liutkus, and Y. Mitsufuji, “Open-unmix—a reference implementation for music source separation,” Journal of Open Source Software, 2019.
[2] A. Defossez, N. Usunier, L. Bottou, and F. Bach, “Music Source Separation in the Waveform Domain,” HAL, Tech. Rep. 02379796v1, 2019.