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PROCEDURE FOR THE RECOGNITION OF A KEYWORD IN TALKED LANGUAGE.

机译:语音语言中的关键字识别程序。

摘要

Procedure for the recognition of a keyword in spoken language, a) in which the keyword W is represented by a sequence of states of Hidden-Markov models (101) b) in which the spoken language is sampled with a frequency predetermined and at each sampling time t is created (102), from the spoken language, a characteristic vector Ot for a speech signal, which belongs to the sampling instant t, c) in which a sequence O of vectors is projected of characteristics Ot by means of a Viterbi algorithm on the sequence of states, being calculated (103) a measure of local confidence for a state with the help of an emission measure, d) in which the Viterbi algorithm supplies (104 ) a measure of global trust, e) in which the keyword is recognized in the spoken language, when C (W, O) T, (105) where C () designates the measure of trust is applied, W designates the keyword, represented as a sequence of states os, O designates the sequence of feature vectors Ot, T designates a predetermined threshold value. f) in which, in another case, the keyword is not recognized in the spoken language.
机译:识别口语中的关键字的过程,a)其中关键字W由Hidden-Markov模型的状态序列表示(101)b)其中以预定频率对口语进行采样,并在每次采样时进行采样从口头语言创建时间t(102),该信号是语音信号的特征矢量Ot,它属于采样时刻t,c),其中通过维特比算法将向量序列O投影为特征Ot在状态序列上,通过排放量度来计算(103)状态局部置信度,d)维特比算法在其中提供(104)全局信任度,e)其中关键字当以C(W,O)

著录项

  • 公开/公告号ES2161550T3

    专利类型

  • 公开/公告日2001-12-01

    原文格式PDF

  • 申请/专利权人 SIEMENS AKTIENGESELLSCHAFT;

    申请/专利号ES19980954132T

  • 发明设计人 JUNKAWITSCH JOCHEN;HOGE HARALD;

    申请日1998-09-07

  • 分类号G10L15/02;G10L15/28;

  • 国家 ES

  • 入库时间 2022-08-22 00:41:44

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