| Presentation | 1994/5/19 Recurrent neural networks for phoneme recognition Takuya Koizumi, Shuji Taniguchi, Hidenori Ishida, Mikio Mori, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this paper we propose six different recurrent neural networks- multi-layer networks with feedback architecture which are suitable for speech recognition.It is possible to attain higher recognition accuracies with the recurrent networks than those obtained with ordinary non-recurrent networks,because the recurrent networks can effectively learn dynamic variations of speech sound spectrum by an integrating or memorizing action of feedback loops with time delay within the networks.The superiority of the recurrent networks to non-recurrent networks has been confirmed by phoneme recognition experiments using a large number of speech samples. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | phoneme recognition / recurrent neural network / feedback architecture / multi-layered perceptron |
| Paper # | SP94-1 |
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| Conference Information | |
| Committee | SP |
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| Conference Date | 1994/5/19(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
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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) | Recurrent neural networks for phoneme recognition |
| Sub Title (in English) | |
| Keyword(1) | phoneme recognition |
| Keyword(2) | recurrent neural network |
| Keyword(3) | feedback architecture |
| Keyword(4) | multi-layered perceptron |
| 1st Author's Name | Takuya Koizumi |
| 1st Author's Affiliation | Faculty of Engineering,Fukui University() |
| 2nd Author's Name | Shuji Taniguchi |
| 2nd Author's Affiliation | Faculty of Engineering,Fukui University |
| 3rd Author's Name | Hidenori Ishida |
| 3rd Author's Affiliation | Mitsubishi Electric |
| 4th Author's Name | Mikio Mori |
| 4th Author's Affiliation | Faculty of Engineering,Fukui University |
| Date | 1994/5/19 |
| Paper # | SP94-1 |
| Volume (vol) | vol.94 |
| Number (no) | 42 |
| Page | pp.pp.- |
| #Pages | 8 |
| Date of Issue | |