Presentation 2010-01-22
Speech Recognition Based on Lip Area Feature Captured by AAM
Yuto KOMAI, Chikoto MIYAMOTO, Tetsuya TAKIGUCHI, Yasuo TARIKI,
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Abstract(in English) As one of the techniques for robust speech recognition under the noise environment, multimodal speech. recognition using lip dynamic scene information together with audio information is attracting attention and the research is advanced in recent years. Since audio information together with visual information plays a great role in multimodal speech recognition, image features you use becomes a significant point. As for the visual features, various features have been proposed because of the difference of the extraction methods while the feature such as MFCC is used to a certain degree for audio features so far. This paper proposes, for spoken word recognition, to utilize c combined parameter extracted by Active Appearance Model applied to a face image including the lip area. Active Appearance Model contains information of the coordinate value and the brightness value as the image feature.
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Keyword(in English) Lip area / Active Appearance Model / combined parameter / integration of audio and visual
Paper # CQ2009-107,PRMU2009-206,SP2009-147,MVE2009-129
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Committee CQ
Conference Date 2010/1/14(1days)
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Registration To Communication Quality (CQ)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Speech Recognition Based on Lip Area Feature Captured by AAM
Sub Title (in English)
Keyword(1) Lip area
Keyword(2) Active Appearance Model
Keyword(3) combined parameter
Keyword(4) integration of audio and visual
1st Author's Name Yuto KOMAI
1st Author's Affiliation Department of Computer and System Engineering, Faculty of Engineering, Kobe University()
2nd Author's Name Chikoto MIYAMOTO
2nd Author's Affiliation Graduate School of Engineering, Kobe University
3rd Author's Name Tetsuya TAKIGUCHI
3rd Author's Affiliation Organization of Advanced Science and Technology, Kobe University
4th Author's Name Yasuo TARIKI
4th Author's Affiliation Organization of Advanced Science and Technology, Kobe University
Date 2010-01-22
Paper # CQ2009-107,PRMU2009-206,SP2009-147,MVE2009-129
Volume (vol) vol.109
Number (no) 373
Page pp.pp.-
#Pages 6
Date of Issue