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基于模糊综合评价法的情感语音数据库的建立

宋静 张雪英 孙颖 畅江

现代电子技术2016,Vol.39Issue(13):51-54,58,5.
现代电子技术2016,Vol.39Issue(13):51-54,58,5.DOI:10.16652/j.issn.1004-373x.2016.13.013

基于模糊综合评价法的情感语音数据库的建立

Establishment of emotional speech database based on fuzzy comprehensive evaluation method

宋静 1张雪英 1孙颖 1畅江1

作者信息

  • 1. 太原理工大学 信息与工程学院,山西 太原 030024
  • 折叠

摘要

Abstract

To establish a real,natural and abundant emotional speech database,four emotion types of happy,surprise, sad and angry are chosen. The way of radio drama intercepting is used to obtain the emotional speech database in primary stage. The fuzzy comprehensive evaluation model of emotional speech was established in combination with fuzzy comprehensive evalua⁃tion,analytic hierarchy process and entropy weight method. The fuzzy evaluation for the database in primary stage was conduct⁃ed with the model to obtain the final emotional speech database with high quality. Three kinds of speech databases were applied to the emotional speech recognition experiment. The differences of different databases are compared and analyzed. The effective⁃ness of this database was verified.

关键词

情感语音数据库/模糊综合评价/层次分析法/熵权法/情感语音识别

Key words

emotional speech database/fuzzy comprehensive evaluation/analytic hierarchy process/entropy method/emo-tional speech recognition

分类

信息技术与安全科学

引用本文复制引用

宋静,张雪英,孙颖,畅江..基于模糊综合评价法的情感语音数据库的建立[J].现代电子技术,2016,39(13):51-54,58,5.

基金项目

国家自然科学基金(61371193);山西省青年科技研究基金(2013021016-2);山西省回国留学人员科研资助项目(2013-034);山西省研究生创新项目 ()

现代电子技术

OA北大核心CSTPCD

1004-373X

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