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Paper Abstract and Keywords
Presentation 2026-03-02 15:30
Monaural speech enhancement utilizing parallel and non-parallel data via deep learning based on surrogate set classification
Ryo Ogawa (UTokyo), Nobutaka Ito (AIST), Norihiro Takamune, Kouei Yamaoka, Hiroshi Saruwatari (UTokyo) EA2025-96 SIP2025-116 SP2025-49
Abstract (in Japanese) (See Japanese page) 
(in English) (Not available yet)
Keyword (in Japanese) (See Japanese page) 
(in English) monaural speech enhancement / weakly supervised learning / surrogate set classification / / / / /  
Reference Info. IEICE Tech. Rep., vol. 125, no. 369, EA2025-96, pp. 138-144, March 2026.
Paper # EA2025-96 
Date of Issue 2026-02-23 (EA, SIP, SP) 
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)
Download PDF EA2025-96 SIP2025-116 SP2025-49

Conference Information
Committee SP EA SIP IPSJ-SLP  
Conference Date 2026-03-02 - 2026-03-04 
Place (in Japanese) (See Japanese page) 
Place (in English)  
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To EA 
Conference Code 2026-03-SP-EA-SIP-SLP 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Monaural speech enhancement utilizing parallel and non-parallel data via deep learning based on surrogate set classification 
Sub Title (in English)  
Keyword(1) monaural speech enhancement  
Keyword(2) weakly supervised learning  
Keyword(3) surrogate set classification  
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1st Author's Name Ryo Ogawa  
1st Author's Affiliation The University of Tokyo (UTokyo)
2nd Author's Name Nobutaka Ito  
2nd Author's Affiliation National Institute of Advanced Industrial Science and Technology (AIST)
3rd Author's Name Norihiro Takamune  
3rd Author's Affiliation The University of Tokyo (UTokyo)
4th Author's Name Kouei Yamaoka  
4th Author's Affiliation The University of Tokyo (UTokyo)
5th Author's Name Hiroshi Saruwatari  
5th Author's Affiliation The University of Tokyo (UTokyo)
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Speaker Author-1 
Date Time 2026-03-02 15:30:00 
Presentation Time 20 minutes 
Registration for EA 
Paper # EA2025-96, SIP2025-116, SP2025-49 
Volume (vol) vol.125 
Number (no) no.369(EA), no.370(SIP), no.371(SP) 
Page pp.138-144 
#Pages 7 
Date of Issue 2026-02-23 (EA, SIP, SP) 

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