• Title/Summary/Keyword: 음소결정트리

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A phoneme duration modeling in a speech recognition system based on decision tree state tying (결정트리기반 음성인식 시스템에서의 음소지속시간 사용방법)

  • Koo Myoun-Wan;Kim Ho-Kyoung
    • Proceedings of the KSPS conference
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    • 2002.11a
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    • pp.197-200
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    • 2002
  • In this paper, we propose a phoneme duration modeling in a speech recognition system based on disicion tree state tying. We assume that phone duration has a Gamma distribution. In a training mode, we model mean and variance of each state duration in context-independent phone model based on decision tree state tying. In a recognition mode, we get mean and variance of each context-dependent phone duration form state duration information obtaind during training mode. We make a comparative study of the proposed meth with conventinal methods. Our method results in good performance compared with conventional methods.

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