Approach to the Source Separation Problem

Of the two primary approaches to the classic source separation problem, only one does not impose potentially unreasonable model and likelihood constraints: the Bayesian statistical approach.

Bayesian methods incorporate the available information regarding the model parameters and not only allow estimation of the sources and mixing coefficients, but