| Paper Abstract and Keywords |
| Presentation |
2007-11-28 10:30
Speech synthesis with diverse voices and styles using average voice model Makoto Tachibana, Takao Kobayashi (Tokyo Tech) SP2007-87 |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
This paper describes a technique for synthesizing speech with desired style of an arbitrary target speaker's voice in a hidden Markov model (HMM)-based speech synthesis framework. We adapt an average voice model to a target speaker- and style-dependent model with a small amount of target speaker's data using a technique for simultaneous adaptation of speaker and style. From results of subjective evaluation, we show that the speaker and style reproducibility of the synthetic speech generated using the proposed technique is comparable to that using the conventional style adaptation technique for speaker dependent models. Moreover, subjective and objective experimental results show that we can synthesize speech with diverse voices and styles from about fifty sentences of target speaker's style adaptation data. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
hidden Markov model / speaker adaptation / average voice model / expressive speech synthesis / / / / |
| Reference Info. |
IEICE Tech. Rep., vol. 107, no. 356, SP2007-87, pp. 7-12, Nov. 2007. |
| Paper # |
SP2007-87 |
| Date of Issue |
2007-11-21 (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 |
SP2007-87 |
| Conference Information |
| Committee |
SP |
| Conference Date |
2007-11-28 - 2007-11-28 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
Chiba Institute of Technology |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
etc. |
| Paper Information |
| Registration To |
SP |
| Conference Code |
2007-11-SP |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
Speech synthesis with diverse voices and styles using average voice model |
| Sub Title (in English) |
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| Keyword(1) |
hidden Markov model |
| Keyword(2) |
speaker adaptation |
| Keyword(3) |
average voice model |
| Keyword(4) |
expressive speech synthesis |
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| 1st Author's Name |
Makoto Tachibana |
| 1st Author's Affiliation |
Tokyo Institute of Technology (Tokyo Tech) |
| 2nd Author's Name |
Takao Kobayashi |
| 2nd Author's Affiliation |
Tokyo Institute of Technology (Tokyo Tech) |
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| Speaker |
Author-1 |
| Date Time |
2007-11-28 10:30:00 |
| Presentation Time |
30 minutes |
| Registration for |
SP |
| Paper # |
SP2007-87 |
| Volume (vol) |
vol.107 |
| Number (no) |
no.356 |
| Page |
pp.7-12 |
| #Pages |
6 |
| Date of Issue |
2007-11-21 (SP) |