个人信息Personal Information
教授
教师英文名称:DOU Weibei
教师拼音名称:douweibei
办公地点:清华大学罗姆楼4-102
联系方式:Email: douwb@tsinghua.edu.cn; Tel: 010-62781703
学位:博士学位
毕业院校:电子科技大学学士、法国雷恩大学硕士、法国卡昂大学博士
Features extraction and selection for emotional speech classification
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发表刊物:IEEE Conference on Advanced Video and Signal Based SurveillanceIEEE Conference on Advanced Video and Signal Based Surveillance
摘要:The classification of emotional speech is a topic in speech recognition with more and more interest, and it has giant prospect in applications in a wide variety of fields. It is an important preparation for automatic classification and recognition of emotions to select a proper feature set as a description to the emotional speech, and to find a proper definition to the emotions in speech. The speech samples used in this paper come from Berlin database which contains 7 kinds of emotions, with 207 speech samples of male voice and 287 speech samples of female voice. A feature set of 50 potentially features is extracted and analyzed, and the best features are selected. A definition of emotions as 3-states emotions is also proposed in this paper.
合写作者:Dellandrea, E, Dou, WB, Chen, LM,阎建新,窦维蓓,董在望
第一作者:Xiao, ZZ,阎建新
论文类型:会议论文
页面范围:411-416
是否译文:否
发表时间:2005-09-15