Paper Abstract and Keywords |
Presentation |
2022-02-22 13:45
DeepFake detection using video and audio Tetsuo Uchida (TUT), Syunji Yazaki (UEC), Ishihata Hiroaki (TUT) ITS2021-54 IE2021-63 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
In this paper, we propose three methods 1) a method using mouth images and unprocessed sounds. 2) a method using mouth images and source-separated human voices. 3) a method combining Selim's image processing part and separated human voices.
The Selim's model in a detection rate of 92.0%.
The method using mouth images and unprocessed sounds in a detection rate of 75.8%.
The method using mouth images and source-separated human voices in a detection rate of 82.0%.
The method combining Selim's image processing part and separated human voices in a detection rate of 97%. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
DeepFake / / / / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 121, no. 374, IE2021-63, pp. 173-178, Feb. 2022. |
Paper # |
IE2021-63 |
Date of Issue |
2022-02-14 (ITS, IE) |
ISSN |
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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ITS2021-54 IE2021-63 |
Conference Information |
Committee |
IE ITS ITE-AIT ITE-ME ITE-MMS |
Conference Date |
2022-02-21 - 2022-02-22 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Online |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
Image Processing, etc. |
Paper Information |
Registration To |
IE |
Conference Code |
2022-02-IE-ITS-AIT-ME-MMS |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
DeepFake detection using video and audio |
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DeepFake |
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1st Author's Name |
Tetsuo Uchida |
1st Author's Affiliation |
Tokyo University of Technology (TUT) |
2nd Author's Name |
Syunji Yazaki |
2nd Author's Affiliation |
The University of Electro-Communications (UEC) |
3rd Author's Name |
Ishihata Hiroaki |
3rd Author's Affiliation |
Tokyo University of Technology (TUT) |
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Speaker |
Author-1 |
Date Time |
2022-02-22 13:45:00 |
Presentation Time |
15 minutes |
Registration for |
IE |
Paper # |
ITS2021-54, IE2021-63 |
Volume (vol) |
vol.121 |
Number (no) |
no.373(ITS), no.374(IE) |
Page |
pp.173-178 |
#Pages |
6 |
Date of Issue |
2022-02-14 (ITS, IE) |
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