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Emotion Detecting Method Based on Various Attributes of Human Voice
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  • Emotion Detecting Method Based on Various Attributes of Human Voice
  • Emotion Detecting Method Based on Various Attributes of Human Voice
저자명
MIYAJI. Yutaka,TOMIYAMA. Ken
간행물명
감성과학
권/호정보
2005년|8권 1호|pp.1-7 (7 pages)
발행정보
한국감성과학회
파일정보
정기간행물|ENG|
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이 논문은 한국과학기술정보연구원과 논문 연계를 통해 무료로 제공되는 원문입니다.
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기타언어초록

This paper reports several emotion detecting methods based on various attributes of human voice. These methods have been developed at our Engineering Systems Laboratory. It is noted that, in all of the proposed methods, only prosodic information in voice is used for emotion recognition and semantic information in voice is not used. Different types of neural networks(NNs) are used for detection depending on the type of voice parameters. Earlier approaches separately used linear prediction coefficients(LPCs) and time series data of pitch but they were combined in later studies. The proposed methods are explained first and then evaluation experiments of individual methods and their performances in emotion detection are presented and compared.