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语音信号的情感特征分析与识别研究综述
引用本文:余伶俐,蔡自兴,陈明义.语音信号的情感特征分析与识别研究综述[J].电路与系统学报,2007,12(4):76-84.
作者姓名:余伶俐  蔡自兴  陈明义
作者单位:中南大学,信息科学与工程学院,湖南,长沙410083
基金项目:国家基础研究资助项目(A1420060159);国家自然科学基金重点资助项目(60234030)
摘    要:语音情感的分析与识别是近年来新兴研究课题之一,本文介绍了近几年来国内外语音情感识别的状况,阐述了各种人类情感分类的方法,归纳了各种语音特征参数的提取方法以及各特征参数对情感识别的意义,在此基础上综述了国内外在情感识别领域的研究进展与主要识别建模方法,同时总结了各种识别建模方法的利弊。最后概括了语音情感识别领域的发展趋势,并进行了展望。

关 键 词:语音情感  情感分类  特征参数  识别方法
文章编号:1007-0249(2007)04-0076-09
修稿时间:2006-06-05

Study on emotion feature analysis and recognition in speech signal: an overview
YU Ling-li,CAI Zi-xing,CHEN Ming-yi.Study on emotion feature analysis and recognition in speech signal: an overview[J].Journal of Circuits and Systems,2007,12(4):76-84.
Authors:YU Ling-li  CAI Zi-xing  CHEN Ming-yi
Abstract:Emotion recognition of speech is becoming one of new research projects. This paper introduces the status of emotion recognition in speech signal at home and abroad recently. And it also exposes various human emotion classifications. The parameters extraction methods and the meaning of different feature parameters are induced. Based on these, the research progress and the advantages and disadvantages of some capital constitutive modeling methods are summarized. At last, the future challenges and development trends of emotion recognition of speech are presented.
Keywords:emotion speech  emotion classification  feature parameter  recognition methods
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