Paper Abstract and Keywords |
Presentation |
2019-10-27 09:40
Real-Time Silent Speech BCI with Japanese Hiragana Sylvain Gaborit, Toshimasa Yamazaki (KIT) SP2019-30 WIT2019-29 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
Brain-Computer interfaces (BCIs) are often seen as a way to bypass limbs and might be used by people physically unable to speak. BCI have been proven accurate enough to be useful but they are used with a heavy montage and long computational time. By focusing only on one electrode, placed on the Broca's area, and by using multiple short computational-time methods like extreme learning machine (ELM) classifiers, we tried to have the best silent vowel recognition accuracy in the shortest time. We managed to get over 50% accuracy within 3 seconds. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
BCI / EEG / Signal Processing / Extreme learning machine / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 119, no. 251, WIT2019-29, pp. 75-80, Oct. 2019. |
Paper # |
WIT2019-29 |
Date of Issue |
2019-10-19 (SP, 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) |
Download PDF |
SP2019-30 WIT2019-29 |
Conference Information |
Committee |
WIT SP |
Conference Date |
2019-10-26 - 2019-10-27 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Daiichi Institute of Technology |
Topics (in Japanese) |
(See Japanese page) |
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Paper Information |
Registration To |
WIT |
Conference Code |
2019-10-WIT-SP |
Language |
English |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Real-Time Silent Speech BCI with Japanese Hiragana |
Sub Title (in English) |
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BCI |
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EEG |
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Signal Processing |
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Extreme learning machine |
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1st Author's Name |
Sylvain Gaborit |
1st Author's Affiliation |
Kyushu Institute Of Technology (KIT) |
2nd Author's Name |
Toshimasa Yamazaki |
2nd Author's Affiliation |
Kyushu Institute of Technology (KIT) |
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Speaker |
Author-1 |
Date Time |
2019-10-27 09:40:00 |
Presentation Time |
20 minutes |
Registration for |
WIT |
Paper # |
SP2019-30, WIT2019-29 |
Volume (vol) |
vol.119 |
Number (no) |
no.250(SP), no.251(WIT) |
Page |
pp.75-80 |
#Pages |
6 |
Date of Issue |
2019-10-19 (SP, WIT) |
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