Presentation 2000/7/12
CAS2000-40 / NLP2000-48 Nonlinear Analysis of Pathological Voice
Tokuda Isao,
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Abstract(in English) Speech signal of a pathological vowel / a / with an "asthentic"vocal quality is studied by the non-stationary and noisy dynamical structure.The non-stationary property of the pathological voice is analyzed by the cross-prediction technique and the noisy components of the speech dynamics is reduced by an averaging filter.For a stationary part of the filtered speech signal, false nearest neighbor analysis and the Lyapunov spectrum analysis are further carried out.Although careful examinations are indispensable to check the reliability of the analyses, our results imply that there exists some low-dimensional nonlinear dynamics with a possible chaotic property in the pathological voice.
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Keyword(in English) pathological voice / chaos / non-stationary / cross-prediction / false nearest neighbor analysis / Lyapunov spectrum analysis
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Committee CAS
Conference Date 2000/7/12(1days)
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Language ENG
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) CAS2000-40 / NLP2000-48 Nonlinear Analysis of Pathological Voice
Sub Title (in English)
Keyword(1) pathological voice
Keyword(2) chaos
Keyword(3) non-stationary
Keyword(4) cross-prediction
Keyword(5) false nearest neighbor analysis
Keyword(6) Lyapunov spectrum analysis
1st Author's Name Tokuda Isao
1st Author's Affiliation Department of Computer Scince and Systems Engineering, Muroran Institute of Technology()
Date 2000/7/12
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Volume (vol) vol.100
Number (no) 202
Page pp.pp.-
#Pages 5
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