Non-negative Matrix Factorization with Linear Constraints for Single-Channel Speech Enhancement

Nikolay Lyubimov, Mikhail Kotov

This paper investigates a non-negative matrix factorization (NMF)-based approach to the semi-supervised single-channel speech enhancement problem where only non-stationary additive…