Marcel Kockmann

JFA modeling with left-to-right structure and a new backend for text-dependent speaker recognition

This paper introduces a new formulation of Joint Factor Analysis (JFA) for text-dependent speaker recognition based on left-to-right modeling with tied mixture HMMs. It accommodates many different ways of extracting multiple features to characterize speakers (features may or may not be HMM state-dep…