Speech Separation Using Gain-Adapted Factorial Hidden Markov Models

Martin H. Radfar, Richard M. Dansereau, Willy Wong

We present a new probabilistic graphical model which generalizes factorial hidden Markov models (FHMM) for the problem of single-channel speech separation (SCSS) in which we wish t…