Semi-Supervised Monaural Singing Voice Separation With a Masking Network Trained on Synthetic Mixtures

Michael Michelashvili, Sagie Benaim, Lior Wolf

We study the problem of semi-supervised singing voice separation, in which the training data contains a set of samples of mixed music (singing and instrumental) and an unmatched se…