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Phoneme lattice construction and its application to speech recognition and keyword spotting

机译:音素格结构及其在语音识别和关键词识别中的应用

摘要

An arrangement is provided for using a phoneme lattice for speech recognition and/or keyword spotting. The phoneme lattice may be constructed for an input speech signal and searched to produce a textual representation for the input speech signal and/or to determine if the input speech signal contains targeted keywords. An expectation maximization (EM) trained phoneme confusion matrix may be used when searching the phoneme lattice. The phoneme lattice may be constructed in a client and sent to a server, which may search the phoneme lattice to produce a result.
机译:提供了一种用于将音素格用于语音识别和/或关键词点检的布置。音素格可以被构造用于输入语音信号并且被搜索以产生用于输入语音信号的文本表示和/或确定输入语音信号是否包含目标关键词。搜索音素格时,可以使用期望最大化(EM)训练的音素混淆矩阵。音素格可以在客户端中构造并发送到服务器,服务器可以搜索音素格以产生结果。

著录项

  • 公开/公告号US7725319B2

    专利类型

  • 公开/公告日2010-05-25

    原文格式PDF

  • 申请/专利权人 HAGAI ARONOWITZ;

    申请/专利号US20030616310

  • 发明设计人 HAGAI ARONOWITZ;

    申请日2003-07-07

  • 分类号G10L15/10;

  • 国家 US

  • 入库时间 2022-08-21 18:49:54

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