In this talk, the main goal is to present a general overview of automatic speaker and face analysis systems covering basic definitions, prerequisites, state -of the – art and ongoing challenges for research community. More importantly advanced applications with different TRL levels will be presented covering both the first and second-generation face analysis systems.