| Presentation | 2005/6/17 Studies on a high riverberation-resistant blind source deconvolution based on independent component analysis Takeshi KOYA, Keiichi KANEDA, Hiromu GOTANDA, |
|---|---|
| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In order to solve the blind source deconvolution, a convolved mixing process in the time domain is often transformed into an instantaneous mixing model in the frequency domain. However, the model is only an approximated one and thus does not work effectively under highly reverberant environments. By deviding the impulse response properly, Serviere has precisely transformed the time-domain convolved mixture to a frequency-domain convolved mixture and has proposed a new FDICA approach available under high reverberation. In the approach, however, the permuation and scaling problems are unresolved as well as the distortion due to whitening. In the present report, an improved approach without such problems is proposed and is confirmed to be valid in a highly reverberant real environment. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | high riverberation-resistant BSD / frequency-domain ICA / segmentally convoluted mixing model / permutation / scaling / whitening distortion |
| Paper # | NC2005-21 |
| Date of Issue |
| Conference Information | |
| Committee | NC |
|---|---|
| Conference Date | 2005/6/17(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | |
| Vice Chair | |
| Secretary | |
| Assistant | |
| Paper Information | |
| Registration To | Neurocomputing (NC) |
|---|---|
| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Studies on a high riverberation-resistant blind source deconvolution based on independent component analysis |
| Sub Title (in English) | |
| Keyword(1) | high riverberation-resistant BSD |
| Keyword(2) | frequency-domain ICA |
| Keyword(3) | segmentally convoluted mixing model |
| Keyword(4) | permutation |
| Keyword(5) | scaling |
| Keyword(6) | whitening distortion |
| 1st Author's Name | Takeshi KOYA |
| 1st Author's Affiliation | Graduate School of Advanced Technology, Kinki University() |
| 2nd Author's Name | Keiichi KANEDA |
| 2nd Author's Affiliation | Graduate School of Advanced Technology, Kinki University |
| 3rd Author's Name | Hiromu GOTANDA |
| 3rd Author's Affiliation | Graduate School of Advanced Technology, Kinki University |
| Date | 2005/6/17 |
| Paper # | NC2005-21 |
| Volume (vol) | vol.105 |
| Number (no) | 131 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |