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| Presentation | 2015-09-03 11:20 A Sequential Processing Model for Speech Separation Based on Auditory Scene Analysis Isao Nakanishi, Junichi Hanada, Misaki Baba (Tottori Univ.)  SIS2015-16 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | Speech separation based on auditory scene analysis (ASA) has been widely studied. We propose a processing method of the ASA, in which a mixed signal is sequentially decomposed into frequency signals, four types of features of ASA are extracted from the decomposed frequency signals, the decomposed signals are regrouped by examining the characteristics of the extracted features, and separated speeches are obtained by recomposing the regrouped frequency signals. In this paper, we implement a speech separation model in which the harmonic structure feature has a main role in grouping and the other features are used complementary. The feasibility of the proposed model is confirmed in a simulation. |
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| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Speech Separation / Auditory Scene Analysis / Computational ASA / Sequential Implementation / Modified DFT Pair / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 115, no. 208, SIS2015-16, pp. 7-12, Sept. 2015. | |
| Paper # | SIS2015-16 | |
| Date of Issue | 2015-08-27 (SIS) | |
| 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 | SIS2015-16 |
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| Conference Information | |
| Committee | SIS IPSJ-AVM |
| Conference Date | 2015-09-03 - 2015-09-04 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Kansai Univ. |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Smart Multimedia Systems, etc. |
| Paper Information | |
| Registration To | SIS |
| Conference Code | 2015-09-SIS-AVM |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A Sequential Processing Model for Speech Separation Based on Auditory Scene Analysis |
| Sub Title (in English) | |
| Keyword(1) | Speech Separation |
| Keyword(2) | Auditory Scene Analysis |
| Keyword(3) | Computational ASA |
| Keyword(4) | Sequential Implementation |
| Keyword(5) | Modified DFT Pair |
| Keyword(6) | |
| Keyword(7) | |
| Keyword(8) | |
| 1st Author's Name | Isao Nakanishi |
| 1st Author's Affiliation | Tottori University (Tottori Univ.) |
| 2nd Author's Name | Junichi Hanada |
| 2nd Author's Affiliation | Tottori University (Tottori Univ.) |
| 3rd Author's Name | Misaki Baba |
| 3rd Author's Affiliation | Tottori University (Tottori Univ.) |
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| Speaker | Author-1 |
| Date Time | 2015-09-03 11:20:00 |
| Presentation Time | 20 minutes |
| Registration for | SIS |
| Paper # | SIS2015-16 |
| Volume (vol) | vol.115 |
| Number (no) | no.208 |
| Page | pp.7-12 |
| #Pages | 6 |
| Date of Issue | 2015-08-27 (SIS) |
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