Titlebook: Automatic Speech and Speaker Recognition; Advanced Topics Chin-Hui Lee,Frank K. Soong,Kuldip K. Paliwal Book 1996 Kluwer Academic Publisher

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Outlook: Navigating the Sea of Datas for HMMs. Simple context-independent systems based on this approach have performed very well on large vocabulary continuous speech recognition. This chapter will briefly review the fundamentals of HMMs and MLPs, and will then describe a form of hybrid system that has some discriminant properties.

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Infrastructure: EPCglobal Network decoding). The advantages of using recurrent networks are that they require a small number of parameters and provide a fast decoding capability (relative to conventional, large-vocabulary, HMM systems)..

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An Overview of Automatic Speech Recognition,vances in several areas of automatic speech recognition. We also briefly discuss the requirements in designing successful real-world applications and address technical challenges that need to be faced in order to reach the ultimate goal of providing an easy-to-use, natural, and flexible voice interface between people and machines.

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