Presentation | 2009-01-30 Blind Source Separation based on a simplified mixing model Leandro Di Persia, Yoshihiro MORIMOTO, Masuzo YANAGIDA, |
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Abstract(in Japanese) | (See Japanese page) |
Abstract(in English) | Permutation-Free ICA is a method that can avoid so-callled "Permutation problem" that appears in conventional frequency-domain ICA due to indeterminicity among sources in each frequency bin. Permutation-Free ICA carries out separation on a set of long vectors consisting of connected temporal changes of frequency components of the received signals. The separation matrix obtained in Permutation-Free ICA, however, has common directivity for all frequency bins. Presented in this report is a new method that generates a separation matrix for each frequency bin, based on a simplified mixing model having no permutations, retaining high processing speed. |
Keyword(in Japanese) | (See Japanese page) |
Keyword(in English) | Blind Source Separation / Independent Component Analysis / Permutation Problem / Simplified mixing model |
Paper # | EA2008-134 |
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Committee | EA |
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Conference Date | 2009/1/22(1days) |
Place (in Japanese) | (See Japanese page) |
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Topics (in Japanese) | (See Japanese page) |
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Registration To | Engineering Acoustics (EA) |
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Language | JPN |
Title (in Japanese) | (See Japanese page) |
Sub Title (in Japanese) | (See Japanese page) |
Title (in English) | Blind Source Separation based on a simplified mixing model |
Sub Title (in English) | |
Keyword(1) | Blind Source Separation |
Keyword(2) | Independent Component Analysis |
Keyword(3) | Permutation Problem |
Keyword(4) | Simplified mixing model |
1st Author's Name | Leandro Di Persia |
1st Author's Affiliation | Universidad National de Entre Rios() |
2nd Author's Name | Yoshihiro MORIMOTO |
2nd Author's Affiliation | Faculty of Engineering, Doshisha University |
3rd Author's Name | Masuzo YANAGIDA |
3rd Author's Affiliation | Faculty of Engineering, Doshisha University |
Date | 2009-01-30 |
Paper # | EA2008-134 |
Volume (vol) | vol.108 |
Number (no) | 411 |
Page | pp.pp.- |
#Pages | 6 |
Date of Issue |