Source Separation using Regularized NMF with MMSE Estimates under GMM Priors with Online Learning for The Uncertainties

Emad M. Grais, Hakan Erdogan

We propose a new method to enforce priors on the solution of the nonnegative matrix factorization (NMF). The proposed algorithm can be used for denoising or single-channel source s…