Unsupervised Music Source Separation Using Differentiable Parametric Source Models

Kilian Schulze-Forster, Gaël Richard, Liam Kelley +2

Supervised deep learning approaches to underdetermined audio source separation achieve state-of-the-art performance but require a dataset of mixtures along with their corresponding…