| Presentation | 1993/12/14 Learning of Speech Waveforms Using Recurrent Neural Networks Shozo Sato, Hiroaki Kuno, Kazutoshi Gouhara, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | We show experimentally that RNN(Recurrent Neural Networks)can learn complex speech waveforms with a few thousand steps of length using the proposed reaning method.After sufficient reaning, attractors corresponding to desired transformation of input-output patterns were formed in the state space.Increasing the number of reaning patterns,desired responses are obtained for unleaning patterns.We propose a new method of speech recognition by reaning speech waveforms. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Recurrent Neural Networks / Supervised Learning / Attractor / Speech Waveform / Speech Recognition |
| Paper # | NC93-56 |
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| Conference Information | |
| Committee | NC |
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| Conference Date | 1993/12/14(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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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) | Learning of Speech Waveforms Using Recurrent Neural Networks |
| Sub Title (in English) | |
| Keyword(1) | Recurrent Neural Networks |
| Keyword(2) | Supervised Learning |
| Keyword(3) | Attractor |
| Keyword(4) | Speech Waveform |
| Keyword(5) | Speech Recognition |
| 1st Author's Name | Shozo Sato |
| 1st Author's Affiliation | Department of Electrical Engineering,School of Engineering,Chubu University() |
| 2nd Author's Name | Hiroaki Kuno |
| 2nd Author's Affiliation | Department of Electrical Engineering,School of Engineering,Chubu University |
| 3rd Author's Name | Kazutoshi Gouhara |
| 3rd Author's Affiliation | Department of Electrical Engineering,School of Engineering,Chubu University |
| Date | 1993/12/14 |
| Paper # | NC93-56 |
| Volume (vol) | vol.93 |
| Number (no) | 376 |
| Page | pp.pp.- |
| #Pages | 8 |
| Date of Issue | |