Speech is the natural way of expressing ourselves, every speaker generates unique features through his/her speech, includes rich dimensions such as gender, attitude, emotion, health situation and sound frequencies as identity of a speaker. Many of these features are depend on our biological mechanism which generates the speech. This book focus on speaker identification when speaker speaks multiple languages.