| Presentation | 2003/4/17 Rubust Speech Recognition Based on HMM Composition and Noisy Frame Detection Naoto ISAKA, Hiroshi OHSUGA, Takeshi YAMADA, Nobuhiko KITAWAKI, Futoshi ASANO, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | This paper proposes a new method for noise robust speech recognition, which is based on HMM composition and noisy frame detection. The proposed method detects noisy frames, and estimates their noise and SNR values by 2-steps detection. Recognition of input frames is performed by frame-wise model selection using the information in each frame. To evaluate the performance of the proposed method, connected-word recognition experiments were conducted. These results showed that the word correct rate of the proposed method is improved by a maximum of 19.5% compared to that of the use of multi-path models. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Robust Speech Recognition / HMM composition / Noisy Frame Detection / Non-speech Models |
| Paper # | EA2003-1,SP2003-1 |
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| Conference Information | |
| Committee | EA |
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| Conference Date | 2003/4/17(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Engineering Acoustics (EA) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Rubust Speech Recognition Based on HMM Composition and Noisy Frame Detection |
| Sub Title (in English) | |
| Keyword(1) | Robust Speech Recognition |
| Keyword(2) | HMM composition |
| Keyword(3) | Noisy Frame Detection |
| Keyword(4) | Non-speech Models |
| 1st Author's Name | Naoto ISAKA |
| 1st Author's Affiliation | Graduate School of Systems and Information Engineering, University of Tsukuba() |
| 2nd Author's Name | Hiroshi OHSUGA |
| 2nd Author's Affiliation | College of Information Sciences, University of Tsukuba |
| 3rd Author's Name | Takeshi YAMADA |
| 3rd Author's Affiliation | Institute of Information Sciences and Electronics, University of Tsukuba |
| 4th Author's Name | Nobuhiko KITAWAKI |
| 4th Author's Affiliation | Institute of Information Sciences and Electronics, University of Tsukuba |
| 5th Author's Name | Futoshi ASANO |
| 5th Author's Affiliation | National Institute of Advanced Industrial Science and Technology |
| Date | 2003/4/17 |
| Paper # | EA2003-1,SP2003-1 |
| Volume (vol) | vol.103 |
| Number (no) | 24 |
| Page | pp.pp.- |
| #Pages | 5 |
| Date of Issue | |