MixCycle: Unsupervised Speech Separation via Cyclic Mixture Permutation Invariant Training

Ertuğ Karamatlı, Serap Kırbız

We introduce two unsupervised source separation methods, which involve self-supervised training from single-channel two-source speech mixtures. Our first method, mixture permutatio…