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Paper Abstract and Keywords
Presentation 2014-01-28 14:55
Depth estimation of sound images in mixed sound source using activation shared nonnegative matrix factorization
Tomo Miyauchi, Daichi Kitamura, Hiroshi Saruwatari, Satoshi Nakamura (NAIST) EA2013-117
Abstract (in Japanese) (See Japanese page) 
(in English) Wave field synthesis (WFS) is a technique for realizing high quality sound reproduction. However, WFS requires specific localization information of the objective sound sources in a mixed signal to reproduce the individual sound images. In sound fields, when a sound source is far from the listener, sound waves arrive from various directions owing to sound diffusion. Therefore, the shape of the direction of arrival (DOA) distribution of the target source can be used as a cue for depth estimation. In this paper, we propose a new depth estimation method, which utilizes the variation of DOA. In addition, we propose an activation-shared nonnegative matrix factorization as the feature extraction method. By using this method, we can eliminate the effect of background noise and artificial distortion generated by signal processing while maintaining directional information. From the experimental results, we can confirm the efficacy of the proposed method.
Keyword (in Japanese) (See Japanese page) 
(in English) spatial sound / sound image / depth estimation / DOA / NMF / / /  
Reference Info. IEICE Tech. Rep., vol. 113, no. 413, EA2013-117, pp. 81-86, Jan. 2014.
Paper # EA2013-117 
Date of Issue 2014-01-20 (EA) 
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 EA2013-117

Conference Information
Committee EA US  
Conference Date 2014-01-27 - 2014-01-28 
Place (in Japanese) (See Japanese page) 
Place (in English) Kansai University, Centenary Memorial Hall 
Topics (in Japanese) (See Japanese page) 
Topics (in English) [Joint Meeting on Acoustics and Ultrasonics Subsociety] Engineering/Electro Acoustics, Ultrasonic and Underwater Acoustics,and Related Topics 
Paper Information
Registration To EA 
Conference Code 2014-01-EA-US 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Depth estimation of sound images in mixed sound source using activation shared nonnegative matrix factorization 
Sub Title (in English)  
Keyword(1) spatial sound  
Keyword(2) sound image  
Keyword(3) depth estimation  
Keyword(4) DOA  
Keyword(5) NMF  
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1st Author's Name Tomo Miyauchi  
1st Author's Affiliation Nara Institute of Science and Technology (NAIST)
2nd Author's Name Daichi Kitamura  
2nd Author's Affiliation Nara Institute of Science and Technology (NAIST)
3rd Author's Name Hiroshi Saruwatari  
3rd Author's Affiliation Nara Institute of Science and Technology (NAIST)
4th Author's Name Satoshi Nakamura  
4th Author's Affiliation Nara Institute of Science and Technology (NAIST)
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Speaker Author-1 
Date Time 2014-01-28 14:55:00 
Presentation Time 25 minutes 
Registration for EA 
Paper # EA2013-117 
Volume (vol) vol.113 
Number (no) no.413 
Page pp.81-86 
#Pages
Date of Issue 2014-01-20 (EA) 


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