Model
Domain
Soprano
Alto
Tenor
Bass
Reference
-
Your browser does not support the audio element.
Your browser does not support the audio element.
Your browser does not support the audio element.
Your browser does not support the audio element.
Wave-U-Net
Domain-Agnostic
Your browser does not support the audio element.
Your browser does not support the audio element.
Your browser does not support the audio element.
Your browser does not support the audio element.
U-Net
Domain-Agnostic
Your browser does not support the audio element.
Your browser does not support the audio element.
Your browser does not support the audio element.
Your browser does not support the audio element.
Open-Unmix
Domain-Agnostic
Your browser does not support the audio element.
Your browser does not support the audio element.
Your browser does not support the audio element.
Your browser does not support the audio element.
Conditioned-U-Net (Original)
Domain-Agnostic
Your browser does not support the audio element.
Your browser does not support the audio element.
Your browser does not support the audio element.
Your browser does not support the audio element.
Conditioned-U-Net (Local)
Domain-Specific
Your browser does not support the audio element.
Your browser does not support the audio element.
Your browser does not support the audio element.
Your browser does not support the audio element.
Conditioned-U-Net (Global)
Domain-Specific
Your browser does not support the audio element.
Your browser does not support the audio element.
Your browser does not support the audio element.
Your browser does not support the audio element.
Conditioned-U-Net (Encoder)
Domain-Specific
Your browser does not support the audio element.
Your browser does not support the audio element.
Your browser does not support the audio element.
Your browser does not support the audio element.
Conditioned-U-Net (Global, x2)
Domain-Specific
Your browser does not support the audio element.
Your browser does not support the audio element.
Your browser does not support the audio element.
Your browser does not support the audio element.
Model
Domain
Soprano
Alto
Tenor
Bass
Reference
-
Your browser does not support the audio element.
Your browser does not support the audio element.
Your browser does not support the audio element.
Your browser does not support the audio element.
Wave-U-Net
Domain-Agnostic
Your browser does not support the audio element.
Your browser does not support the audio element.
Your browser does not support the audio element.
Your browser does not support the audio element.
U-Net
Domain-Agnostic
Your browser does not support the audio element.
Your browser does not support the audio element.
Your browser does not support the audio element.
Your browser does not support the audio element.
Open-Unmix
Domain-Agnostic
Your browser does not support the audio element.
Your browser does not support the audio element.
Your browser does not support the audio element.
Your browser does not support the audio element.
Conditioned-U-Net (Original)
Domain-Agnostic
Your browser does not support the audio element.
Your browser does not support the audio element.
Your browser does not support the audio element.
Your browser does not support the audio element.
Conditioned-U-Net (Local)
Domain-Specific
Your browser does not support the audio element.
Your browser does not support the audio element.
Your browser does not support the audio element.
Your browser does not support the audio element.
Conditioned-U-Net (Global)
Domain-Specific
Your browser does not support the audio element.
Your browser does not support the audio element.
Your browser does not support the audio element.
Your browser does not support the audio element.
Conditioned-U-Net (Encoder)
Domain-Specific
Your browser does not support the audio element.
Your browser does not support the audio element.
Your browser does not support the audio element.
Your browser does not support the audio element.
Conditioned-U-Net (Global, x2)
Domain-Specific
Your browser does not support the audio element.
Your browser does not support the audio element.
Your browser does not support the audio element.
Your browser does not support the audio element.
[1] Stoller, Daniel, Sebastian Ewert, and Simon Dixon. "Wave-u-net: A multi-scale neural network for end-to-end audio source separation." arXiv preprint arXiv:1806.03185 (2018).
[2] Jansson, Andreas, et al. "Singing voice separation with deep U-Net convolutional networks." (2017).
[3] Meseguer-Brocal, Gabriel & Peeters, Geoffroy. "Conditioned-U-Net: Introducing a Control Mechanism in the U-Net for Multiple Source Separations" (2019).
[4] Helena Cuesta, Emilia Gómez, Agustín Martorell, & Felipe Loáiciga. Choral Singing Dataset. Zenodo. (2018).