Paper Abstract and Keywords |
Presentation |
2018-12-05 15:15
Investigation of information accessibility support method for hearing impaired using multiple speech recognition software in small group conference
-- Development of prototype system and evaluating effectiveness -- Masayoshi Bando, Shunichi Yonemura (SIT) WIT2018-42 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
In recent years, it has been attempted to use speech recognition software as a means of information accessibility support to hearing impaired. However, at a conference where unspecified speakers gather, there is a problem that speech recognition rate is low and information accessibility support to hearing impaired can not be satisfied satisfactorily. On the other hand, even if it is an unspecified speaker, rate of the speech recognition software greatly improves by improving the utterance method such as speaking slowly and adjusting the time between words. But speech recognition software can’t detect a decrease in recognition rate by itself. Therefore, in this research, we proposed a method to detect misrecognition by comparing output results of two speech recognition software. I report in this paper that we developed a prototype system that embodies the method to detect misrecognition. And as a result of applying the prototype system to a small number of people conference, we confirmed it is possible to detect a decrease in speech recognition rate and to recover the recognition rate by feedback to conference participants. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
hearing impaired / information accessibility support / speech recognition / detect misrecognition / development of prototype system / / / |
Reference Info. |
IEICE Tech. Rep., vol. 118, no. 341, WIT2018-42, pp. 47-52, Dec. 2018. |
Paper # |
WIT2018-42 |
Date of Issue |
2018-11-28 (WIT) |
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) |
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WIT2018-42 |
Conference Information |
Committee |
WIT HI-SIGACI |
Conference Date |
2018-12-05 - 2018-12-06 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
AIST Tokyo Waterfront |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
Well-being Information Technology |
Paper Information |
Registration To |
WIT |
Conference Code |
2018-12-WIT-SIGACI |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Investigation of information accessibility support method for hearing impaired using multiple speech recognition software in small group conference |
Sub Title (in English) |
Development of prototype system and evaluating effectiveness |
Keyword(1) |
hearing impaired |
Keyword(2) |
information accessibility support |
Keyword(3) |
speech recognition |
Keyword(4) |
detect misrecognition |
Keyword(5) |
development of prototype system |
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1st Author's Name |
Masayoshi Bando |
1st Author's Affiliation |
Shibaura Institute of Technology (SIT) |
2nd Author's Name |
Shunichi Yonemura |
2nd Author's Affiliation |
Shibaura Institute Of Technology (SIT) |
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Speaker |
Author-1 |
Date Time |
2018-12-05 15:15:00 |
Presentation Time |
25 minutes |
Registration for |
WIT |
Paper # |
WIT2018-42 |
Volume (vol) |
vol.118 |
Number (no) |
no.341 |
Page |
pp.47-52 |
#Pages |
6 |
Date of Issue |
2018-11-28 (WIT) |
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