| Paper Abstract and Keywords |
| Presentation |
2007-06-29 11:30
An Extension of Blind-MINT by Mixture Ratio Estimation Based on Higher-Order-Statistics Akira Tanaka, Masaaki Miyakoshi (Hokkaido Univ.) EA2007-28 |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
The aim of blind source separation (BSS) is to recover mutually
independent unknown source signals from observations obtained through
an unknown mixture system.
As one of resolutions for the BSS problems, Furuya proposed a method
named 'Blind-MINT' which extends the MINT inverse filter so that it
can be applied to the BSS problems.
However, the application area of the method may be limited since
the method requires some additional information about the layout of
microphones; and the separation results are whitened temporary.
In this study, we introduce an extended version of the 'Blind-MINT'
that solves these problems by incorporating
a higher-order-statistics-based approach. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
blind source separation / MINT / higher-order-statistics / projection back / / / / |
| Reference Info. |
IEICE Tech. Rep., vol. 107, no. 120, EA2007-28, pp. 7-12, June 2007. |
| Paper # |
EA2007-28 |
| Date of Issue |
2007-06-22 (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 |
EA2007-28 |
| Conference Information |
| Committee |
EA |
| Conference Date |
2007-06-29 - 2007-06-29 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
Hokkaido Univ. |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
Blind signal processing / General |
| Paper Information |
| Registration To |
EA |
| Conference Code |
2007-06-EA |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
An Extension of Blind-MINT by Mixture Ratio Estimation Based on Higher-Order-Statistics |
| Sub Title (in English) |
|
| Keyword(1) |
blind source separation |
| Keyword(2) |
MINT |
| Keyword(3) |
higher-order-statistics |
| Keyword(4) |
projection back |
| Keyword(5) |
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| Keyword(6) |
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| Keyword(7) |
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| Keyword(8) |
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| 1st Author's Name |
Akira Tanaka |
| 1st Author's Affiliation |
Hokkaido University (Hokkaido Univ.) |
| 2nd Author's Name |
Masaaki Miyakoshi |
| 2nd Author's Affiliation |
Hokkaido University (Hokkaido Univ.) |
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| Speaker |
Author-1 |
| Date Time |
2007-06-29 11:30:00 |
| Presentation Time |
30 minutes |
| Registration for |
EA |
| Paper # |
EA2007-28 |
| Volume (vol) |
vol.107 |
| Number (no) |
no.120 |
| Page |
pp.7-12 |
| #Pages |
6 |
| Date of Issue |
2007-06-22 (EA) |