An Expectation-Maximization Algorithm for Blind Separation of Noisy Mixtures Using Gaussian Mixture Model

In this paper, we propose a new expectation-maximization (EM) algorithm, named GMM-EM, to blind separation of noisy instantaneous mixtures, in which the non-Gaussianity of independent sources is ex...