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Paper Abstract and Keywords
Presentation 2015-08-21 10:50
Evaluation of speaker engagement using turn-taking behavior entropy
Bohan Chen (Nagoya Univ.), Norihide Kitaoka (Tokushima Univ.), Mihoko Otake (Chiba Univ.), Kazuya Takeda (Nagoya Univ.) SP2015-52
Abstract (in Japanese) (See Japanese page) 
(in English) We introduce a framework to evaluate conversational engagement using entropy of statistical turn-taking model. We demonstrate that the proposed method is consistent to the conventional method but has clearer mathematical meaning. In the experiment part, we compare the proposed engagement measure with subjective rating using 3 conversations presented by elderly person. The result shows that the proposed method's performance is as well as the human raters'.
Keyword (in Japanese) (See Japanese page) 
(in English) speaker engagement / Markov model / turn-taking / entropy / / / /  
Reference Info. IEICE Tech. Rep., vol. 115, no. 184, SP2015-52, pp. 13-17, Aug. 2015.
Paper # SP2015-52 
Date of Issue 2015-08-14 (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 SP2015-52

Conference Information
Committee SP  
Conference Date 2015-08-21 - 2015-08-21 
Place (in Japanese) (See Japanese page) 
Place (in English) Iwate Prefectural Univ. 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Spoken document processing, etc. 
Paper Information
Registration To SP 
Conference Code 2015-08-SP 
Language English (Japanese title is available) 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Evaluation of speaker engagement using turn-taking behavior entropy 
Sub Title (in English)  
Keyword(1) speaker engagement  
Keyword(2) Markov model  
Keyword(3) turn-taking  
Keyword(4) entropy  
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1st Author's Name Bohan Chen  
1st Author's Affiliation Nagoya University (Nagoya Univ.)
2nd Author's Name Norihide Kitaoka  
2nd Author's Affiliation Tokushima University (Tokushima Univ.)
3rd Author's Name Mihoko Otake  
3rd Author's Affiliation Chiba University (Chiba Univ.)
4th Author's Name Kazuya Takeda  
4th Author's Affiliation Nagoya University (Nagoya Univ.)
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Speaker Author-1 
Date Time 2015-08-21 10:50:00 
Presentation Time 25 minutes 
Registration for SP 
Paper # SP2015-52 
Volume (vol) vol.115 
Number (no) no.184 
Page pp.13-17 
#Pages
Date of Issue 2015-08-14 (SP) 


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