Paper Abstract and Keywords |
Presentation |
2022-11-18 09:00
Voice Quality Conversion by Two-Step Process of Speech Feature Extraction and Speaker-Controlled Speech Synthesis Taichi Fukawa, Kenya Jin'no (Tokyo City Univ.) CCS2022-52 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
Many methods have been proposed in the field of voice quality conversion that use a style-transforming autoencoder. However, since these methods do not completely separate the encoder and decoder, the basis for removing speaker features from the input speech is not clear. Therefore, it is unclear how to improve the quality of speaker features in the output speech. In this study, we propose a new voice quality conversion method based on speaker-controlled speech synthesis. We verify the self-recovery and voice quality conversion performance, and confirm that high-quality voice quality conversion for known speakers is possible. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
voice quality conversion / feature extraction / speech synthesis / content / speaker embedding / / / |
Reference Info. |
IEICE Tech. Rep., vol. 122, no. 255, CCS2022-52, pp. 47-52, Nov. 2022. |
Paper # |
CCS2022-52 |
Date of Issue |
2022-11-10 (CCS) |
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) |
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CCS2022-52 |
Conference Information |
Committee |
CCS |
Conference Date |
2022-11-17 - 2022-11-18 |
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(See Japanese page) |
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CCS |
Conference Code |
2022-11-CCS |
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Japanese |
Title (in Japanese) |
(See Japanese page) |
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(See Japanese page) |
Title (in English) |
Voice Quality Conversion by Two-Step Process of Speech Feature Extraction and Speaker-Controlled Speech Synthesis |
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voice quality conversion |
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feature extraction |
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speech synthesis |
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content |
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speaker embedding |
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1st Author's Name |
Taichi Fukawa |
1st Author's Affiliation |
Tokyo City University (Tokyo City Univ.) |
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Kenya Jin'no |
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Tokyo City University (Tokyo City Univ.) |
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Date Time |
2022-11-18 09:00:00 |
Presentation Time |
25 minutes |
Registration for |
CCS |
Paper # |
CCS2022-52 |
Volume (vol) |
vol.122 |
Number (no) |
no.255 |
Page |
pp.47-52 |
#Pages |
6 |
Date of Issue |
2022-11-10 (CCS) |
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