1. A method of training a user authentication by speech signal, comprising: decomposing a plurality of feature vectors into sets of vectors, a first set of vectors defining at least one speaker-specific recognition unit and a second set of vectors defining at least one content reference sequence; and computing at least one speaker-specific distribution value from the speaker-specific recognition unit.