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Paper Abstract and Keywords
Presentation 2024-03-14 14:00
Consideration on divisions and combinations of Learning Data for Speaker Diarization in Multiple Speakers
Kaito Uemura, Keiichi Horio (Kyushu Institute of Technology) SIS2023-48
Abstract (in Japanese) (See Japanese page) 
(in English) Today, the importance of a speech segment detection technique called speaker diarization is increasing, mainly in the fields of conference, news, and telephone speech. However, conventional neural network-based speaker diarization assumes a large amount of training data. In this study, training data was generated by recording the speech of two speakers of the same gender and creating a synthetic voice by splitting and combining them. The effect of the number of segmentations and combinations on the accuracy of the test data was verified.
Keyword (in Japanese) (See Japanese page) 
(in English) Diarization / Bidirectional LSTM / voice recognition / / / / /  
Reference Info. IEICE Tech. Rep., vol. 123, no. 440, SIS2023-48, pp. 17-20, March 2024.
Paper # SIS2023-48 
Date of Issue 2024-03-07 (SIS) 
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 SIS2023-48

Conference Information
Committee SIS  
Conference Date 2024-03-14 - 2024-03-15 
Place (in Japanese) (See Japanese page) 
Place (in English) Kanagawa Institute of Technology 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Soft computing, etc. 
Paper Information
Registration To SIS 
Conference Code 2024-03-SIS 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Consideration on divisions and combinations of Learning Data for Speaker Diarization in Multiple Speakers 
Sub Title (in English)  
Keyword(1) Diarization  
Keyword(2) Bidirectional LSTM  
Keyword(3) voice recognition  
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1st Author's Name Kaito Uemura  
1st Author's Affiliation Kyushu Institute of Technology (Kyushu Institute of Technology)
2nd Author's Name Keiichi Horio  
2nd Author's Affiliation Kyushu Institute of Technology (Kyushu Institute of Technology)
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Speaker Author-1 
Date Time 2024-03-14 14:00:00 
Presentation Time 20 minutes 
Registration for SIS 
Paper # SIS2023-48 
Volume (vol) vol.123 
Number (no) no.440 
Page pp.17-20 
#Pages 4 
Date of Issue 2024-03-07 (SIS) 

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