Construction of Neuro-physiologically Control Model for Speech Production Process
| Project/Area Number |
25330190
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| Research Category |
Grant-in-Aid for Scientific Research (C)
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| Allocation Type | Multi-year Fund |
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| Section | 一般 |
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| Research Field |
Perceptual information processing
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| Research Institution | Japan Advanced Institute of Science and Technology |
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Principal Investigator |
Dang Jianwu 北陸先端科学技術大学院大学, 情報科学研究科, 教授 (80334796)
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| Co-Investigator(Kenkyū-buntansha) |
Tanaka Hirokazu 北陸先端科学技術大学院大学, 情報科学研究科, 准教授 (00332320)
Suemitsu Atsuo 北陸先端科学技術大学院大学, 情報科学研究科, 助教 (20422199)
Kawamoto Shin'ichi 群馬工業高等専門学校, 電子工学科, 講師 (70418507)
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| Project Period (FY) |
2013-04-01 – 2016-03-31
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| Project Status |
Completed (Fiscal Year 2015)
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| Budget Amount *help |
¥4,940,000 (Direct Cost: ¥3,800,000、Indirect Cost: ¥1,140,000)
Fiscal Year 2015: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2014: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Fiscal Year 2013: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
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| Keywords | 音声生成 / 生理学的モデル / 発話運動制御 / 神経生理学制御 / 音声認知の過程 / フィードバックメカニズム / 発話運動計画 / 神経学計算モデル / 発話機構モデル / 発話過程神経制御モデル / MRI計測 / 個人化モデル / ニューロン計算モデル / 個人化モデルの構築 |
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| Outline of Final Research Achievements |
The purpose of this study is to build up a neurophysiological control model for speech production process. Based on the common and individual characteristics of speech organs, we developed an efficient model construction approach by adapting the characteristics to a prototypical articulatory model for any given speaker, and proposed an estimation method of muscle activation patterns by reducing spatial-dependent properties of the articulatory muscles. To acquire “true” articulatory motor commands, we proposed a learning method that can reduce the effects of exiting speech category by practicing the articulatory movements alone without auditory representation beforehand. We analyzed brain activities for variety of reading words using source reconstruction method based on EEG observations. It is found that the speech processing in the brain can be explained by the dual-stream model. Based on our findings, we constructed a neurophysiological control model for speech production.
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Report
(4 results)
Research Products
(75 results)
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[Journal Article] Jaw displacement and metrical structure in Japanese: The effect of pitch accent, foot structure, and phrasal stress2014
Author(s)
Kawahara, S., Erickson, D., Moore, J., Suemitsu, A., Shibuya, Y.
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Journal Title
Journal of Phonetic Society of Japan
Volume: 18
Pages: 77-87
Related Report
Peer Reviewed / Open Access
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[Journal Article] Quantifying the effects of vowel quality and preceding consonants on jaw displacement: Japanese data2014
Author(s)
Kawahara, S., Masuda, H., Erickson, D., Moore, J., Suemitsu, A., Shibuya, Y.
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Journal Title
Journal of Phonetic Society of Japan
Volume: 18
Pages: 54-62
Related Report
Peer Reviewed / Open Access
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[Presentation] Bridging articulation and perception: The C/D model and contrastive emphasis2015
Author(s)
Erickson, D., Kim, J., Kawahara, S., Wilson, I., Menezes, C., Suemitsu, A., Moore, J.
Organizer
The 18th International Congress of Phonetic Sciences (ICPhS 2015)
Place of Presentation
Glasgow, UK
Year and Date
2015-08-08
Related Report
Int'l Joint Research
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[Presentation] Jaw displacement patterns as articulatory correlates of metrical structure2014
Author(s)
Erickson, D., Kawahara, S., Wilson, I., Menezes, C., Kim, J., Suemitsu, A., Shibuya, Y.
Organizer
Phonetic Building Blocks of Speech
Place of Presentation
Victoria, Canada
Year and Date
2014-09-20
Related Report
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[Presentation] Toward a Model of the Pharynx2014
Author(s)
Kiyoshi Honda, Jianguo Wei, Jianwu Dang
Organizer
10TH International Seminar on Speech Production ( ISSP )
Place of Presentation
Cologne, Gemamy
Year and Date
2014-05-05 – 2014-05-08
Related Report
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