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Speech recognition apparatus and method utilizing a language model prepared for expressions unique to spontaneous speech

机译:利用语言模型的语音识别设备和方法,该语言模型为自发语音所特有的表达方式

摘要

A speech recognition apparatus can include a transformation processor configured to transform at least one phoneme sequence included in speech into at least one word sequence, and to provide the word sequence with an appearance probability indicating that the phoneme sequence originally represented the word sequence. A renewal processor can renew the appearance probability based on a renewed numerical value indicated by language models corresponding to the word sequence provided by the transformation processor. A recognition processor can select one of the word sequences for which the renewed appearance probability is the highest to indicate that the phoneme sequence originally represented the selected word sequence. The renewal processor can calculate the renewed numerical value using a first language model prepared for expressions unique to spontaneous speech, and a second language model different from the first which employs the renewed numerical value to renew the appearance probability.
机译:语音识别设备可以包括变换处理器,该变换处理器被配置为将语音中包括的至少一个音素序列变换为至少一个单词序列,并且向该单词序列提供指示该音素序列最初表示该单词序列的出现概率。更新处理器可以基于由与由转换处理器提供的单词序列相对应的语言模型指示的更新的数值来更新出现概率。识别处理器可以选择为其更新的出现概率最高的单词序列之一,以指示音素序列最初代表所选单词序列。更新处理器可以使用针对自发语音唯一的表达而准备的第一语言模型以及与第一语言模型不同的第二语言模型来计算更新的数值,第二语言模型使用更新后的数值来更新出现概率。

著录项

  • 公开/公告号US6985863B2

    专利类型

  • 公开/公告日2006-01-10

    原文格式PDF

  • 申请/专利权人 NOBUYASU ITOH;MASAFUMI NISHIMURA;

    申请/专利号US20020056149

  • 发明设计人 NOBUYASU ITOH;MASAFUMI NISHIMURA;

    申请日2002-01-24

  • 分类号G10L15/18;G10L15/04;

  • 国家 US

  • 入库时间 2022-08-21 21:40:31

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