ABSTRACT
There is a lot of material that needed to be covered in this text. The first part on fundamential material was necessary in order to properly understand the Bayesian Source Separation model. I have tried to provide a coherent description of the Bayesian Source Separation model and how it can be understood by starting with the Regression model.
