Hidden Markov Model and its Application to Speech Processing

In this talk, we propose a global acoustic segment model for characterizing fundamental speech sound units and their interactions based upon a general framework of stochastic segment models. The global acoustic segment model has essentially two layers. The lower layer consists of a carefully selected number of models which characterize the set of acoustic segments.