首页> 外国专利> VOICE RECOGNITION METHOD USING TIME-BASE CORRELATION, ESPECIALLY IN RELATION TO IMPROVING A VOICE RECOGNITION RATE BY USING A TIME-BASE CORRELATION WITHOUT LARGELY MODIFYING A VOICE RECOGNITION SYSTEM HAVING A PRIOR HMM SCHEME

VOICE RECOGNITION METHOD USING TIME-BASE CORRELATION, ESPECIALLY IN RELATION TO IMPROVING A VOICE RECOGNITION RATE BY USING A TIME-BASE CORRELATION WITHOUT LARGELY MODIFYING A VOICE RECOGNITION SYSTEM HAVING A PRIOR HMM SCHEME

机译:使用时基相关的语音识别方法,尤其是在不大量修改具有先前HMM方案的语音识别系统的情况下,通过使用时基相关来提高语音识别率的方法

摘要

PURPOSE: A voice recognition method using a time-base correlation is provided to use a time-base correlation in a voice recognition system having an HMM(Hidden Markov Model) scheme, and to add a few parameters while changing a probability value calculating process, thereby largely improving a voice recognition rate. CONSTITUTION: Inputted voice data is blocked in certain sectional unit, to extract one or plural feature vectors from every block(100). A VQ(Vector Quantization) is performed for an extracted feature vector string(110). In the VQ process, representative feature vectors stored in a codebook at every frame are compared with an input feature vector of a current frame to select the most similar representative feature vector while outputting a corresponding index(130). The feature vector string is converted into a VQ index string. Parameters for displaying weight for a probability value are obtained(140).
机译:目的:提供一种使用时基相关性的语音识别方法,以在具有HMM(隐马尔可夫模型)方案的语音识别系统中使用时基相关性,并在更改概率值计算过程的同时添加一些参数,从而大大提高了语音识别率。组成:输入的语音数据以特定的分区为单位进行阻塞,以从每个块中提取一个或多个特征向量(100)。对提取的特征向量串(110)执行VQ(向量量化)。在VQ处理中,将存储在码本中的每帧的代表特征向量与当前帧的输入特征向量进行比较,以选择最相似的代表特征向量,同时输出相应的索引(130)。特征向量字符串将转换为VQ索引字符串。获得用于显示概率值的权重的参数(140)。

著录项

  • 公开/公告号KR100434522B1

    专利类型

  • 公开/公告日2004-07-16

    原文格式PDF

  • 申请/专利权人 SAMSUNG ELECTRONICS CO. LTD.;

    申请/专利号KR19970016086

  • 发明设计人 KIM NAM SU;KIM JIN;

    申请日1997-04-29

  • 分类号G10L15/02;

  • 国家 KR

  • 入库时间 2022-08-21 22:47:03

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