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Speech recognition device and method of recognizing speech using a language model

机译:语音识别装置和使用语言模型识别语音的方法

摘要

A speech recognition device is provided which includes: a language model storage unit which stores a language model indicating appearance probabilities of words or word sequences; an acoustic feature amount extracting unit and a checking unit which extract a feature amount of an inputted speech signal, and identifies the word or word sequence corresponding to the speech signal by checking the extracted feature amount with the language model stored in the language model storage unit; an obtained word signal receiving/analyzing unit which obtains and analyzes the word; and a language model adjusting unit which identifies the appearance probability of the word based on the time elapsed after obtaining the word by the obtained word signal receiving/analyzing unit and which adjusts the language model by reflecting the identified appearance probability on the language model stored in the language model storage unit.
机译:提供一种语音识别装置,包括:语言模型存储单元,其存储指示单词或单词序列的出现概率的语言模型;声学特征量提取单元和检查单元,其提取输入的语音信号的特征量,并通过用存储在语言模型存储单元中的语言模型检查提取的特征量来识别与语音信号相对应的单词或单词序列;获得的单词信号接收/分析单元,获得并分析单词;语言模型调整单元,基于获得的单词信号接收/分析单元获取单词之后经过的时间来识别单词的出现概率,并且通过将所识别的出现概率反映在存储在其中的语言模型来调整语言模型。语言模型存储单元。

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