Separation/extraction of sources are wide concepts in information sciences, since sensors provide information mixing and an essential step consists in separating or extracting useful information from unuseful one, called noise. In this project, we consider three challenges.The first one is the multimodality. Indeed, with the multiplication of kinds of sensors, in many areas like biomedical signal ...