| Presentation | 2007-03-16 Construction of Recognition System using sound Hikari KOBAYASHI, Akihiro TANAKA, Satoru KISHIDA, Toru WATANABE, Hirosi HASEGAWA, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | We constructed an individual identification system with three-layered neural networks. Sound signals were pre-processed by Fast Fourier Transform (FFT) and, were used as input data of three-layered neural networks. We investigated the effects of unit number of hidden and output layers on the performance of the individual identification system in the three-layered neural networks. From the results, we found that the sound signals were at least classified into 8 patterns in our neural networks. Therefore the three-layered neural networks is thought to be effective for an individual identification. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Layered Neural Network / sound / Fast Fourier Transform |
| Paper # | NC2006-208 |
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| Conference Information | |
| Committee | NC |
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| Conference Date | 2007/3/9(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 | Neurocomputing (NC) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Construction of Recognition System using sound |
| Sub Title (in English) | |
| Keyword(1) | Layered Neural Network |
| Keyword(2) | sound |
| Keyword(3) | Fast Fourier Transform |
| 1st Author's Name | Hikari KOBAYASHI |
| 1st Author's Affiliation | Faculty of Engineering, Tottori University() |
| 2nd Author's Name | Akihiro TANAKA |
| 2nd Author's Affiliation | Faculty of Engineering, Tottori University |
| 3rd Author's Name | Satoru KISHIDA |
| 3rd Author's Affiliation | Faculty of Engineering, Tottori University |
| 4th Author's Name | Toru WATANABE |
| 4th Author's Affiliation | Faculty of Information Engineering, Matsue National College of Technology |
| 5th Author's Name | Hirosi HASEGAWA |
| 5th Author's Affiliation | Faculty of Engineering, Tottori University |
| Date | 2007-03-16 |
| Paper # | NC2006-208 |
| Volume (vol) | vol.106 |
| Number (no) | 590 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |