Presentation 2009-11-20
Evaluation of speech recognition system for disorders
Masashi NAKAYAMA, Shunsuke ISHIMITSU, Kouhei ODA, Kiyoshi MAKIYAMA, Satoshi HORIHATA,
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Abstract(in English) The disorders communicate with a substitution speech after surgery of cancer of larynx. Therefore, the problem causes speech communication using a substitution speech under daily noise environment which does not become the problem for healthy person. In order to solve such the problem, we have proposed the transfer function in a sub-word unit and the utterance support system using body-conducted speech recognition. So, in this research, performance evaluation in speech recognition system which used a speech and body-conducted speech of disorders was performed. From the experimental result, we concluded that the body-conducted speech recognition for disorders is needed the adaptation technique for acoustic model to achieve high recognition performance.
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Keyword(in English) speech / body-conducted speech / speech disorder / substitution speech / speech recognition
Paper # EA2009-91
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Committee EA
Conference Date 2009/11/12(1days)
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Registration To Engineering Acoustics (EA)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Evaluation of speech recognition system for disorders
Sub Title (in English)
Keyword(1) speech
Keyword(2) body-conducted speech
Keyword(3) speech disorder
Keyword(4) substitution speech
Keyword(5) speech recognition
1st Author's Name Masashi NAKAYAMA
1st Author's Affiliation Graduate School of Information Sciences, Hiroshima City University()
2nd Author's Name Shunsuke ISHIMITSU
2nd Author's Affiliation Graduate School of Information Sciences, Hiroshima City University
3rd Author's Name Kouhei ODA
3rd Author's Affiliation Graduate School of Information Sciences, Hiroshima City University
4th Author's Name Kiyoshi MAKIYAMA
4th Author's Affiliation School of Medicine, Nihon University
5th Author's Name Satoshi HORIHATA
5th Author's Affiliation School of Dentistry at Matsudo, Nihon University
Date 2009-11-20
Paper # EA2009-91
Volume (vol) vol.109
Number (no) 286
Page pp.pp.-
#Pages 6
Date of Issue