| 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 |
| Keyword(5) |
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| Keyword(6) |
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| Keyword(8) |
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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 |
5 |
| Date of Issue |
2015-08-14 (SP) |