面向语音识别的蒙古语声学模型研究

Hasi Qilao, Guang-Lai Gao
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引用次数: 8

摘要

基于决策树的上下文相关声学模型在英汉语音识别中得到了深入的研究和应用。但在蒙语语音识别中,过去很少受到重视。本文提出了基于决策树的蒙古语上下文相关声学模型。将基于决策树的状态绑定方法应用于蒙古语语音识别的声学模型设计。最后,利用HTK平台对未见三极管、稀疏三极管进行了实验分析,取得了满意的效果。
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Researching of Speech Recognition Oriented Mongolian Acoustic Model
Context-dependent acoustic model based on decision tree has been deeply investigated and applied in English, Chinese speech recognition. But in Mongolian speech recognition, little attention was paid in the past. In this paper Mongolian context-dependent acoustic model based on decision tree was proposed.and decision tree based state tying was applied to the acoustic model designning in Mongolian speech recognition. Finally, the experimental analysis was carries on to unseen triphone, sparse triphone by HTK platform and satisfactory effect is gained.
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