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| Presentation | 2013-03-01 11:30 Classification of speech under stress using physical features based on two-mass model Xiao Yao (Nagoya Univ.), Takatoshi Jitsuhiro (Aichi Univ. of Tech./Nagoya Univ.), Chiyomi Miyajima, Norihide Kitaoka, Kazuya Takeda (Nagoya Univ.)  SP2012-128 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | We propose the classification methods of speech under stress based on a physical model, which characterizes the vocal folds and the vocal tract. We use physical parameters estimated by fitting a two-mass model to real speech, and two type of dynamic parameters are proposed to represent the short-term and long-term dynamic changes in physical characteristics. Experimental results show that our proposed features are effective and achieved better classification performance than features derived from traditional methods. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Speech under stress / Two-mass model / Physical parameters / / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 112, no. 450, SP2012-128, pp. 47-52, Feb. 2013. | |
| Paper # | SP2012-128 | |
| Date of Issue | 2013-02-21 (SP) | |
| ISSN | Print edition: ISSN 0913-5685 Online edition: ISSN 2432-6380 | |
| Copyright and reproduction |
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034) | |
| Download PDF | SP2012-128 |
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| Conference Information | |
| Committee | SP |
| Conference Date | 2013-02-28 - 2013-03-01 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Daido University |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | speech application systems, etc. |
| Paper Information | |
| Registration To | SP |
| Conference Code | 2013-02-SP |
| Language | English |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Classification of speech under stress using physical features based on two-mass model |
| Sub Title (in English) | |
| Keyword(1) | Speech under stress |
| Keyword(2) | Two-mass model |
| Keyword(3) | Physical parameters |
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| 1st Author's Name | Xiao Yao |
| 1st Author's Affiliation | Nagoya University (Nagoya Univ.) |
| 2nd Author's Name | Takatoshi Jitsuhiro |
| 2nd Author's Affiliation | Aichi University of Technology/Nagoya University (Aichi Univ. of Tech./Nagoya Univ.) |
| 3rd Author's Name | Chiyomi Miyajima |
| 3rd Author's Affiliation | Nagoya University (Nagoya Univ.) |
| 4th Author's Name | Norihide Kitaoka |
| 4th Author's Affiliation | Nagoya University (Nagoya Univ.) |
| 5th Author's Name | Kazuya Takeda |
| 5th Author's Affiliation | Nagoya University (Nagoya Univ.) |
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| Speaker | Author-1 |
| Date Time | 2013-03-01 11:30:00 |
| Presentation Time | 30 minutes |
| Registration for | SP |
| Paper # | SP2012-128 |
| Volume (vol) | vol.112 |
| Number (no) | no.450 |
| Page | pp.47-52 |
| #Pages | 6 |
| Date of Issue | 2013-02-21 (SP) |
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