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Paper Abstract and Keywords
Presentation 2017-07-27 14:30
[Invited Talk] Synthesis, Recognition and Conversion of Various Speech Using Deep Learning and Their Applications
Takashi Nose (Tohoku Univ.) SP2017-16
Abstract (in Japanese) (See Japanese page) 
(in English) This paper focuses on synthesis, recognition and conversion of various speech in the speech processing using deep learning whose research is rapidly accelerating in recent years, and introduces the part of the examples of research and application including our work. Specifically, first I describe the synthesis technique of speech having various individuality and emotional expressions, and tailor-made speech synthesis that enables users to flexibly control the prosody. Next, I introduce an emotional speech database "JTES" that is important for the research using emotional speech including speech synthesis, and refer to the recognition of emotional speech using JTES. I also outline the voice conversion from arbitrary speakers and the applications of deep learning to singing voice synthesis and facial animation generation. Finally, I conclude this talk with remaining issues and prospects for the future research.
Keyword (in Japanese) (See Japanese page) 
(in English) deep learning / emotional speech synthesis / tailor-made speech synthesis / emotional speech recognition / voice conversion / facial animation generation / /  
Reference Info. IEICE Tech. Rep., vol. 117, no. 160, SP2017-16, pp. 3-8, July 2017.
Paper # SP2017-16 
Date of Issue 2017-07-20 (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 SP2017-16

Conference Information
Committee SP IPSJ-SLP  
Conference Date 2017-07-27 - 2017-07-28 
Place (in Japanese) (See Japanese page) 
Place (in English) Akiu Resort Hotel Crescent 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Speech recognition and understanding, dialog system, etc. 
Paper Information
Registration To SP 
Conference Code 2017-07-SP-SLP 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Synthesis, Recognition and Conversion of Various Speech Using Deep Learning and Their Applications 
Sub Title (in English)  
Keyword(1) deep learning  
Keyword(2) emotional speech synthesis  
Keyword(3) tailor-made speech synthesis  
Keyword(4) emotional speech recognition  
Keyword(5) voice conversion  
Keyword(6) facial animation generation  
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Keyword(8)  
1st Author's Name Takashi Nose  
1st Author's Affiliation Tohoku University (Tohoku Univ.)
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Speaker Author-1 
Date Time 2017-07-27 14:30:00 
Presentation Time 60 minutes 
Registration for SP 
Paper # SP2017-16 
Volume (vol) vol.117 
Number (no) no.160 
Page pp.3-8 
#Pages 6 
Date of Issue 2017-07-20 (SP) 

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