Presentation 2008-07-18
Solving permutation problem of frequency domain ICA using dodecahedral microphone array
Motoki OGASAWARA, Takanori NISHINO, Kazuya TAKEDA,
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Abstract(in English) This paper describes a process of estimating the sound source information based on blind source separation when the number of sound sources is large. In this study, a small dodecahedral microphone array device was developed and source separation system with this microphone array was proposed. We propose a method of solving permutation problem, which caused by frequency domain independent component analysis. This method uses an acoustic pressure distribution observed in surface of the dodecahedral microphone array. Experimental result showed that the performance of this method was equal to ideal result when two sources were existed in near field.
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Keyword(in English) Blind Source Separation / Frequency domain ICA / Permutation problem / Three dimensional microphone array
Paper # EA2008-42
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Committee EA
Conference Date 2008/7/11(1days)
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Registration To Engineering Acoustics (EA)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Solving permutation problem of frequency domain ICA using dodecahedral microphone array
Sub Title (in English)
Keyword(1) Blind Source Separation
Keyword(2) Frequency domain ICA
Keyword(3) Permutation problem
Keyword(4) Three dimensional microphone array
1st Author's Name Motoki OGASAWARA
1st Author's Affiliation Graduate School of Information Science, Nagoya University()
2nd Author's Name Takanori NISHINO
2nd Author's Affiliation Center for Information Media Studies, Nagoya University
3rd Author's Name Kazuya TAKEDA
3rd Author's Affiliation Graduate School of Information Science, Nagoya University
Date 2008-07-18
Paper # EA2008-42
Volume (vol) vol.108
Number (no) 143
Page pp.pp.-
#Pages 6
Date of Issue