首页> 外国专利> ACOUSTIC-ANALYSIS-FRAME RELIABILITY CALCULATION DEVICE, ACOUSTIC MODEL ADAPTATION DEVICE, VOICE RECOGNITION DEVICE, PROGRAM THEREFOR, AND ACOUSTIC-ANALYSIS-FRAME RELIABILITY CALCULATION METHOD

ACOUSTIC-ANALYSIS-FRAME RELIABILITY CALCULATION DEVICE, ACOUSTIC MODEL ADAPTATION DEVICE, VOICE RECOGNITION DEVICE, PROGRAM THEREFOR, AND ACOUSTIC-ANALYSIS-FRAME RELIABILITY CALCULATION METHOD

机译:声学分析框架可靠性计算设备,声学模型自适应设备,语音识别设备,程序参考以及声学分析框架可靠性计算方法

摘要

PROBLEM TO BE SOLVED: To provide an acoustic-analysis-frame-reliability calculation device for calculating a reliability measure for each acoustic analysis frame that is a minimum unit for handling acoustic data, and to provide an acoustic-model adaptation device and a voice recognition device each including an acoustic-analysis-frame-reliability calculation device.;SOLUTION: A voice recognition unit extracts an acoustic feature amount from each acoustic analysis frame, calculates acoustic likelihood using the acoustic feature amount and an initial acoustic model, assigns a maximum-likelihood phoneme ID to the acoustic analysis frame, and outputs an acoustic feature amount sequence with phoneme IDs and acoustic likelihood in which the acoustic feature amount is made to correspond to the acoustic likelihood and the phoneme ID. A frame-reliability-measure calculation unit classifies the acoustic feature amounts for each phoneme ID to create an acoustic feature amount set, determines an outlier score by performing an outlier detection on each acoustic feature amount set, and outputs an acoustic feature amount sequence with frame reliability in which a value of a function using the outlier score is assigned to the acoustic feature amount for each acoustic analysis frame as the reliability of the acoustic feature amount.;COPYRIGHT: (C)2015,JPO&INPIT
机译:解决的问题:提供一种声学分析框架可靠性计算装置,用于计算作为处理声学数据的最小单位的每个声学分析框架的可靠性测度,并提供声学模型自适应装置和语音识别解决方案:语音识别单元从每个声学分析框架中提取声学特征量,使用声学特征量和初始声学模型计算声学似然度,并分配最大的似然音素ID到声学分析帧,并且输出具有音素ID和声学似然性的声学特征量序列,其中使声学特征量与声学似然度和音素ID相对应。帧可靠性量度计算单元对每个音素ID的声学特征量进行分类以创建声学特征量集合,通过对每个声学特征量集合执行离群值检测来确定离群值,并输出具有帧的声学特征量序列可靠性,其中使用离群值的函数的值分配给每个声学分析帧的声学特征量作为声学特征量的可靠性。;版权所有:(C)2015,JPO&INPIT

著录项

  • 公开/公告号JP2015082036A

    专利类型

  • 公开/公告日2015-04-27

    原文格式PDF

  • 申请/专利权人 NIPPON TELEGR & TELEPH CORP NTT;

    申请/专利号JP20130220132

  • 发明设计人 MASATAKI HIROKAZU;ASAMI TAICHI;

    申请日2013-10-23

  • 分类号G10L15/06;G10L15/10;

  • 国家 JP

  • 入库时间 2022-08-21 15:32:55

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