Unsupervised Music Source Separation Using Differentiable Parametric Source Models

2 code implementations • 24 Jan 2022 • Kilian Schulze-Forster, Gaël Richard, Liam Kelley, Clement S. J. Doire, Roland Badeau

Integrating domain knowledge in the form of source models into a data-driven method leads to high data efficiency: the proposed approach achieves good separation quality even when trained on less than three minutes of audio.

Audio Source Separation Music Source Separation +1