| Presentation | 2001/7/19 Quality Improvement of Speech by Neural Network Vector Quantization Combined with Spectral Subtraction Method Yoshinori Morita, Tetsuo Funada, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In the mobile communication, the speech encoding performance in the environment for instance, with the background noise in the car etc.is paid to attention. In this paper the speech is encoded by the vector quantization by the use of the neural network. First of all, this method reduces the noise by the spectral subtraction method. At this time, ″musical noise″is generated and suppressed by using the identity mapping ability of the neural network and the expressed sound source. It was confirmed that the noise was suppressed to the speech of SNR 0dB by a preliminary listening experiment. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | speech coding / neural network / vector quantization / LSP / noise suppression |
| Paper # | SP2001-38 |
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| Conference Information | |
| Committee | SP |
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| Conference Date | 2001/7/19(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) | Quality Improvement of Speech by Neural Network Vector Quantization Combined with Spectral Subtraction Method |
| Sub Title (in English) | |
| Keyword(1) | speech coding |
| Keyword(2) | neural network |
| Keyword(3) | vector quantization |
| Keyword(4) | LSP |
| Keyword(5) | noise suppression |
| 1st Author's Name | Yoshinori Morita |
| 1st Author's Affiliation | Ishikawa National College of Technology() |
| 2nd Author's Name | Tetsuo Funada |
| 2nd Author's Affiliation | Faculty of Engineering, Kanazawa University |
| Date | 2001/7/19 |
| Paper # | SP2001-38 |
| Volume (vol) | vol.101 |
| Number (no) | 232 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |