Toshiyuki Hanazawa

Teacher-student Deep Clustering for Low-delay Single Channel Speech Separation

The recently-proposed deep clustering algorithm introduced significant advances in monaural speaker-independent multi-speaker speech separation. Deep clustering operates on magnitude spectro-grams using bidirectional recurrent networks and K-means clustering, both of which require offline operation,…