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| Presentation | 2019-03-18 10:15 Talking Head Generation with Deep Phoneme and Viseme Representation and Generative Adversarial Networks Takaaki Yasui, Yuta Nakashima, Noboru Babaguchi (Osaka Univ.)  BioX2018-53 PRMU2018-157 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | In this paper, we propose to generate talking head given an audio input.Some existing methods generate photorealistic talking head by collecting a large amount of the target speaker's utterance video, but these methods are not applicable when only a small amount of video is available.Our method generates talking head for arbitrary speech of the target speaker with a small amount of utterance video.For doing this, we firstly extract phoneme features and viseme features from utterance video and map these features into a common space.We then train a generative adversarial network (GAN) to generate talking head from the phoneme feature on the common space.These networks are trained with less than 2 min of utterance video. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | talking head generation / phoneme / viseme / generative adversarial network / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 118, no. 513, PRMU2018-157, pp. 143-148, March 2019. | |
| Paper # | PRMU2018-157 | |
| Date of Issue | 2019-03-10 (BioX, PRMU) | |
| 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 | BioX2018-53 PRMU2018-157 |
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| Conference Information | |
| Committee | PRMU BioX |
| Conference Date | 2019-03-17 - 2019-03-18 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Paper Information | |
| Registration To | PRMU |
| Conference Code | 2019-03-PRMU-BioX |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Talking Head Generation with Deep Phoneme and Viseme Representation and Generative Adversarial Networks |
| Sub Title (in English) | |
| Keyword(1) | talking head generation |
| Keyword(2) | phoneme |
| Keyword(3) | viseme |
| Keyword(4) | generative adversarial network |
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| 1st Author's Name | Takaaki Yasui |
| 1st Author's Affiliation | Osaka University (Osaka Univ.) |
| 2nd Author's Name | Yuta Nakashima |
| 2nd Author's Affiliation | Osaka University (Osaka Univ.) |
| 3rd Author's Name | Noboru Babaguchi |
| 3rd Author's Affiliation | Osaka University (Osaka Univ.) |
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| Speaker | Author-1 |
| Date Time | 2019-03-18 10:15:00 |
| Presentation Time | 15 minutes |
| Registration for | PRMU |
| Paper # | BioX2018-53, PRMU2018-157 |
| Volume (vol) | vol.118 |
| Number (no) | no.512(BioX), no.513(PRMU) |
| Page | pp.143-148 |
| #Pages | 6 |
| Date of Issue | 2019-03-10 (BioX, PRMU) |
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