| Paper Abstract and Keywords |
| Presentation |
2013-12-19 14:25
Efficient Phoneme Set Design Using Phonetic Decision Tree in Dialogue-Based English CALL Systems for Japanese Students Xiaoyun Wang (Doshisha Univ.), Jinsong Zhang (Beijing Language and Culture Univ.), Masafumi Nishida, Seiichi Yamamoto (Doshisha Univ.) SP2013-84 |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
Taking consideration of the characteristics of users for dialogue-based CALL systems which aim at eliciting more speech productions in order to improve their speaking skill, we propose a reduced phoneme set consisting of more coarsely classified phonemes instead of the canonical phoneme set of a second language. This reduced phoneme set provides an inherently more appropriate model for error-prone pronunciations by second language speakers. In this study, we used a phonetic decision tree based top-down sequential splitting method to generate the coarse phoneme set. We then applied the proposed method to the task of recognizing English speech produced by Japanese students. Experimental results showed that a speech recognizer using the reduced phoneme set not only achieved higher recognition accuracy but also worked at higher speeds than that of the canonical phoneme set. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
Phoneme set / Phonetic decision tree (PDT) / Dialogue-based English CALL System / / / / / |
| Reference Info. |
IEICE Tech. Rep., vol. 113, no. 366, SP2013-84, pp. 47-51, Dec. 2013. |
| Paper # |
SP2013-84 |
| Date of Issue |
2013-12-12 (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 |
SP2013-84 |
| Conference Information |
| Committee |
SP IPSJ-SLP |
| Conference Date |
2013-12-19 - 2013-12-20 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
|
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
15th Symposium on Spoken Language |
| Paper Information |
| Registration To |
SP |
| Conference Code |
2013-12-SP-SLP |
| Language |
English |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
Efficient Phoneme Set Design Using Phonetic Decision Tree in Dialogue-Based English CALL Systems for Japanese Students |
| Sub Title (in English) |
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| Keyword(1) |
Phoneme set |
| Keyword(2) |
Phonetic decision tree (PDT) |
| Keyword(3) |
Dialogue-based English CALL System |
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| 1st Author's Name |
Xiaoyun Wang |
| 1st Author's Affiliation |
Doshisha University (Doshisha Univ.) |
| 2nd Author's Name |
Jinsong Zhang |
| 2nd Author's Affiliation |
Beijing Language and Culture University (Beijing Language and Culture Univ.) |
| 3rd Author's Name |
Masafumi Nishida |
| 3rd Author's Affiliation |
Doshisha University (Doshisha Univ.) |
| 4th Author's Name |
Seiichi Yamamoto |
| 4th Author's Affiliation |
Doshisha University (Doshisha Univ.) |
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| Speaker |
Author-1 |
| Date Time |
2013-12-19 14:25:00 |
| Presentation Time |
25 minutes |
| Registration for |
SP |
| Paper # |
SP2013-84 |
| Volume (vol) |
vol.113 |
| Number (no) |
no.366 |
| Page |
pp.47-51 |
| #Pages |
5 |
| Date of Issue |
2013-12-12 (SP) |