Variational Inference in Non-negative Factorial Hidden Markov Models for Efficient Audio Source Separation

Gautham Mysore, Maneesh Sahani

The past decade has seen substantial work on the use of non-negative matrix factorization and its probabilistic counterparts for audio source separation. Although able to capture a…