Mixup-breakdown: a consistency training method for improving generalization of speech separation models

Max W. Y. Lam, Jun Wang, Dan Su +1

Deep-learning based speech separation models confront poor generalization problem that even the state-of-the-art models could abruptly fail when evaluating them in mismatch conditi…