Continuous Speech Recognition Using Modified Stack Decoding Algorithm

David C. Lee

This paper attempts to recognize a speech sequence with a series of words. We represent words with HMM models and use a modified version of stack decoding method as the primary algorithm to recognize words. This type of method allows us to recognize a streaming sequence of speech signal as we receive it. We introduced a heuristic function that works with stack decoding algorithm. We also observed how model parameters affect the performance of the algorithm.

Subjects: 18. Speech Understanding

Submitted: Apr 6, 2005


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