| Presentation | 2002/9/13 Independent Component Analysis using Large Microphone Array Takeshi WAKABAYASHI, Kota TAKAHASHI, Hiroshi IWAKURA, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Independent Component Analysis (ICA) for blind source separation has recently raised an increasing interest. In previous studies, small or middle microphone arrays of 2-8 microphones are used for separation, but large microphone arrays of over 100 microphones have not yet been used. In this paper, two problems for blind separation using large microphone array are discussed. First problem is that if the number of microphones is larger than sources the source signal separated into some independent components. When a lot of microphones are used, it becomes a serious problem. For this problem, we discuss whether method for small or middle microphone arrays can be used. Second problem is a permutation problem. A large microphone array system was constructed, using this system, it is easy to increase the number of microphones, Experimental results using the system was shown. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Independent Component Analysis / Microphone Array / Blind Sorce Separation / Permutation Probrem |
| Paper # | EA2002-56 |
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| Conference Information | |
| Committee | EA |
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| Conference Date | 2002/9/13(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| 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) | Independent Component Analysis using Large Microphone Array |
| Sub Title (in English) | |
| Keyword(1) | Independent Component Analysis |
| Keyword(2) | Microphone Array |
| Keyword(3) | Blind Sorce Separation |
| Keyword(4) | Permutation Probrem |
| 1st Author's Name | Takeshi WAKABAYASHI |
| 1st Author's Affiliation | University of Eektro-Communications.() |
| 2nd Author's Name | Kota TAKAHASHI |
| 2nd Author's Affiliation | University of Eektro-Communications. |
| 3rd Author's Name | Hiroshi IWAKURA |
| 3rd Author's Affiliation | University of Eektro-Communications. |
| Date | 2002/9/13 |
| Paper # | EA2002-56 |
| Volume (vol) | vol.102 |
| Number (no) | 322 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |