Presentation 2002/1/17
Feeling recognition of spoken words for advanced communication with emotional information processing
Yoshiharu Kinjou, Yuji Tsuchimoto, Itaru Nagayama,
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Abstract(in English) This paper describes some approach for emotion information processing and its application to recognition of feelings included in human speech. Conventional human interface system such as speech recognition system has a good performance caused by the faster learnability. However, the human interface system has a shortcoming with its emotion information processing. Thus, we perform some fundamental research in order to recognize four emotions within naturaly spoken words. Therefore, if we can find an efficient method to recognize the emotions with computer technology, the more efficient communications can be performed. We first discuss some essential issues to be considered in fundamental aspects of feature extraction from spoken words. It is shown that the experimental results give a good performance.
Keyword(in Japanese) (See Japanese page)
Keyword(in English) emotion processing / speech processing / pitch / feature extraction / principle component analysis / maharanovis distance
Paper # 2001-HIP-86
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Committee HIP
Conference Date 2002/1/17(1days)
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Registration To Human Information Processing (HIP)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Feeling recognition of spoken words for advanced communication with emotional information processing
Sub Title (in English)
Keyword(1) emotion processing
Keyword(2) speech processing
Keyword(3) pitch
Keyword(4) feature extraction
Keyword(5) principle component analysis
Keyword(6) maharanovis distance
1st Author's Name Yoshiharu Kinjou
1st Author's Affiliation Institute of Advanced Media Arts and Sciences()
2nd Author's Name Yuji Tsuchimoto
2nd Author's Affiliation Department of Information Engineering University of The Ryukyu
3rd Author's Name Itaru Nagayama
3rd Author's Affiliation Department of Information Engineering University of The Ryukyu
Date 2002/1/17
Paper # 2001-HIP-86
Volume (vol) vol.101
Number (no) 594
Page pp.pp.-
#Pages 6
Date of Issue