| Paper Abstract and Keywords |
| Presentation |
2023-03-02 15:40
Sound Quality Improvement of Source Separation Signal by Binary Mask Taiga Saito, Kenji Suyama (Tokyo Denki Univ.) CAS2022-122 CS2022-99 |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
A two-microphone source separation method using multiple complex weighted sum circuits (WSCs) has been proposed. However, it is difficult to completely suppress noise due to the substantial loss of nulls. Therefore, an adaptive filtering method has been proposed to remove residual noise in the separated signals by applying adaptive filtering at the latter stage of the WSC. In this study, we focus on the sparsity of speech energy in the "time-frequency" domain and apply a binary mask (BM) after WSC to improve sound quality. The effectiveness of the proposed method is verified through real-world experiments. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
microphone array / sound source separation / weighted sum circuit / sparsity / binary mask / / / |
| Reference Info. |
IEICE Tech. Rep., vol. 122, no. 396, CAS2022-122, pp. 150-154, March 2023. |
| Paper # |
CAS2022-122 |
| Date of Issue |
2023-02-22 (CAS, CS) |
| 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) |
| Download PDF |
CAS2022-122 CS2022-99 |
| Conference Information |
| Committee |
CAS CS |
| Conference Date |
2023-03-01 - 2023-03-02 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
Kitakyushu International Conference Center |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
Network processor, Signal processing and circuits for communications, Wireless LAN / PAN, etc. |
| Paper Information |
| Registration To |
CAS |
| Conference Code |
2023-03-CAS-CS |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
Sound Quality Improvement of Source Separation Signal by Binary Mask |
| Sub Title (in English) |
|
| Keyword(1) |
microphone array |
| Keyword(2) |
sound source separation |
| Keyword(3) |
weighted sum circuit |
| Keyword(4) |
sparsity |
| Keyword(5) |
binary mask |
| Keyword(6) |
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| Keyword(7) |
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| 1st Author's Name |
Taiga Saito |
| 1st Author's Affiliation |
Tokyo Denki University (Tokyo Denki Univ.) |
| 2nd Author's Name |
Kenji Suyama |
| 2nd Author's Affiliation |
Tokyo Denki University (Tokyo Denki Univ.) |
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| Speaker |
Author-1 |
| Date Time |
2023-03-02 15:40:00 |
| Presentation Time |
25 minutes |
| Registration for |
CAS |
| Paper # |
CAS2022-122, CS2022-99 |
| Volume (vol) |
vol.122 |
| Number (no) |
no.396(CAS), no.397(CS) |
| Page |
pp.150-154 |
| #Pages |
5 |
| Date of Issue |
2023-02-22 (CAS, CS) |