Presentation 2005/12/14
Modelling of Utterance Impression based on Prosody in Dialogue Speech
Masafumi NISHIDA, Junpei OGAWA, Yasuo HORIUCHI, Akira ICHIKAWA,
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Abstract(in English) Recently, it has been studied an automatic creation of minutes using speech recognition technology. However, the method aims at recognizing a speech correctly. Therefore, we consider that it is difficult to express the atmosphere and the contents of the argument because language information is only extracted. We think that it is able to improve the reproducibility of the contents of the argument by indexing utterance impressions of speakers to the minutes. In this study, we analyzed an utterance impression and prosody in spontaneous speech. At first, we conducted evaluational experiments of the utterance impression in dialogue speech. We investigated the correlation of evaluational results of the utterance impression obtained by the experiments and the prosody using the canonical correlation analysis and studied the modelling of the utterance impression. Moreover, we estimated the utterance impression by the prosody using the multiple linear regression.
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Keyword(in English) Utterance impression / Prosody / Dialogue speech / Minutes
Paper # NLC2005-70,SP2005-103
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Committee NLC
Conference Date 2005/12/14(1days)
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Registration To Natural Language Understanding and Models of Communication (NLC)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Modelling of Utterance Impression based on Prosody in Dialogue Speech
Sub Title (in English)
Keyword(1) Utterance impression
Keyword(2) Prosody
Keyword(3) Dialogue speech
Keyword(4) Minutes
1st Author's Name Masafumi NISHIDA
1st Author's Affiliation Department of Information and Image Science, Faculty of Engineering, Chiba University()
2nd Author's Name Junpei OGAWA
2nd Author's Affiliation Department of Information and Image Science, Faculty of Engineering, Chiba University
3rd Author's Name Yasuo HORIUCHI
3rd Author's Affiliation Department of Information and Image Science, Faculty of Engineering, Chiba University
4th Author's Name Akira ICHIKAWA
4th Author's Affiliation Department of Information and Image Science, Faculty of Engineering, Chiba University
Date 2005/12/14
Paper # NLC2005-70,SP2005-103
Volume (vol) vol.105
Number (no) 493
Page pp.pp.-
#Pages 6
Date of Issue