Estimation with Low-Rank Time-Frequency Synthesis Models

Cédric Févotte, Matthieu Kowalski

Many state-of-the-art signal decomposition techniques rely on a low-rank factorization of a time-frequency (t-f) transform. In particular, nonnegative matrix factorization (NMF) of…