| Presentation | 2005/2/25 A Neural Network Model of Speech Recognition Based on The Gestalt Principle Hironobu OASHI, Akinao YOSHIDA, Yoko YAMAGUCHI, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | The gestalt principle has been known to be applicable to auditory recognitions. We hypothesize that phonological perception in speech recognition is a process to organize a good form of segments (morae in Japanese) following to the gestalt principle. Feedforward and backward interactions between a noise and a formant might complete clear and collective formant transitions in morae. By using simulation of a neural network model with noise and formant dependent interactions, we found that a mora with a clear formant transitions can be generated by self-organization of neural activities. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Gestalt / Speech recognition / Segmentalization / Interaction between the features / Backward interaction |
| Paper # | SP2004-165 |
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| Conference Information | |
| Committee | SP |
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| Conference Date | 2005/2/25(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Speech (SP) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A Neural Network Model of Speech Recognition Based on The Gestalt Principle |
| Sub Title (in English) | |
| Keyword(1) | Gestalt |
| Keyword(2) | Speech recognition |
| Keyword(3) | Segmentalization |
| Keyword(4) | Interaction between the features |
| Keyword(5) | Backward interaction |
| 1st Author's Name | Hironobu OASHI |
| 1st Author's Affiliation | Graduate School of Science and Engineering, Tokyo Denki University() |
| 2nd Author's Name | Akinao YOSHIDA |
| 2nd Author's Affiliation | Graduate School of Science and Engineering, Tokyo Denki University |
| 3rd Author's Name | Yoko YAMAGUCHI |
| 3rd Author's Affiliation | Graduate School of Science and Engineering, Tokyo Denki University:RIKEN Brain Science Institute:CREST JST |
| Date | 2005/2/25 |
| Paper # | SP2004-165 |
| Volume (vol) | vol.104 |
| Number (no) | 696 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |