Presentation 1999/8/5
Feature Extraction by Nonlinear Processing of Spectral Envelope
Takeshi Fukabayashi, Osamu Nishimoto,
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Abstract(in English) In this paper, we describe about valley-cepstral coefficients which are obtained from the part of valley of spectral envelope and Δ-coefficients and ΔΔ-coefficients which are dynamic features and are obtained from the products of cepstral coefficient and its absolute value. We can easily extract the part of the valley from the spectral envelope by nonlinear processing. We can also easily obtain the censtral coefficients from the part of valley. we show the effectiveness of these coefficients in the experiments of the phonemerecognition using the feature vector by transform based on discriminat analysis of the raw feature vector whose components are these coefficients and the segment of LPC coefficients.
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Keyword(in English) Nonlinear processing / Valley-cepstrum / Dynamic feature / Δ-coefficients.
Paper # SP99-57
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Committee SP
Conference Date 1999/8/5(1days)
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Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Feature Extraction by Nonlinear Processing of Spectral Envelope
Sub Title (in English)
Keyword(1) Nonlinear processing
Keyword(2) Valley-cepstrum
Keyword(3) Dynamic feature
Keyword(4) Δ-coefficients.
1st Author's Name Takeshi Fukabayashi
1st Author's Affiliation Faculty of Engineering,Shizuoka University()
2nd Author's Name Osamu Nishimoto
2nd Author's Affiliation Faculty of Engineering,Shizuoka University
Date 1999/8/5
Paper # SP99-57
Volume (vol) vol.99
Number (no) 255
Page pp.pp.-
#Pages 8
Date of Issue