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Voice keyword identification method, apparatus, and voice identification system

机译:语音关键词识别方法,装置和语音识别系统

摘要

It is an object of the present invention to provide a method and apparatus for locating a keyword of a speech and a speech recognition system. The method includes the steps of: by extracting feature parameters from frames constituting the recognition target speech, forming a feature parameter vector sequence that represents the recognition target speech; by normalizing of the feature parameter vector sequence with use of a codebook containing a plurality of codebook vectors, obtaining a feature trace of the recognition target speech in a vector space; and specifying the position of a keyword by matching prestored keyword template traces with the feature trace. According to the present invention, a keyword template trace and a feature space trace of a recognition target speech are drawn in accordance with an identical codebook. This causes resampling to be unnecessary in performing linear movement matching of speech wave frames having similar phonological feature structures. This makes it possible to improve the speed of location and recognition while ensuring the precision of recognition.
机译:本发明的目的是提供一种用于定位语音关键词的方法和设备以及语音识别系统。该方法包括以下步骤:通过从构成识别目标语音的帧中提取特征参数,形成表示识别目标语音的特征参数矢量序列;以及通过使用包含多个码本向量的码本对特征参数向量序列进行归一化,得到向量空间中识别目标语音的特征轨迹;并通过将预存储的关键字模板跟踪与功能跟踪进行匹配来指定关键字的位置。根据本发明,根据相同的码本绘制识别目标语音的关键词模板轨迹和特征空间轨迹。这使得在执行具有相似语音特征结构的语音波帧的线性运动匹配时,不必要进行重采样。这使得可以在确保识别精度的同时提高定位和识别的速度。

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