| Presentation | 1998/9/11 Blind Deconvolution Using Information Maximization Paul Wheeler, Shoji Kajita, Kazuya Takeda, Fumitada Itakura, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | This paper presents a study of blind deconvolution using an information maximization approach developed by Bell and Sejnowski. The algorithm is primarily validated using a white noise source which exhibits good results. The algorithm is then applied to a speech source which exposes weaknesses in the basic assumptions used in the algorithm development. A pre-processing technique is proposed to increase the robustness of the information maximization approach and it's effectiveness is evaluated using the Signal-to-Deviation Ratio(SDR) between the original signal and the reconstructed speech waveform. From experimental results, the proposed method was found to increase the SDR of the reconstructed signal by about 12dB. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Blind deconvolution / Information maximization / Pre-whitening / LPC analysis |
| Paper # | DSP98-82,SP98-61 |
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| Conference Information | |
| Committee | DSP |
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| Conference Date | 1998/9/11(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
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| Vice Chair | |
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| Paper Information | |
| Registration To | Digital Signal Processing (DSP) |
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| Language | ENG |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Blind Deconvolution Using Information Maximization |
| Sub Title (in English) | |
| Keyword(1) | Blind deconvolution |
| Keyword(2) | Information maximization |
| Keyword(3) | Pre-whitening |
| Keyword(4) | LPC analysis |
| 1st Author's Name | Paul Wheeler |
| 1st Author's Affiliation | Graduate School of Engineering, Nagoya University() |
| 2nd Author's Name | Shoji Kajita |
| 2nd Author's Affiliation | Center for Information Media Studies, Nagoya University |
| 3rd Author's Name | Kazuya Takeda |
| 3rd Author's Affiliation | Graduate School of Engineering, Nagoya University |
| 4th Author's Name | Fumitada Itakura |
| 4th Author's Affiliation | Center for Information Media Studies, Nagoya University |
| Date | 1998/9/11 |
| Paper # | DSP98-82,SP98-61 |
| Volume (vol) | vol.98 |
| Number (no) | 262 |
| Page | pp.pp.- |
| #Pages | 7 |
| Date of Issue | |