| Presentation | 2001/12/13 A method for improving the accuracy of dynamic features calculation in speech recognition Takeshi S. KOBAYAKAWA, Hiroyuki SEGI, Atsushi MATSUI, Kazuo ONOE, Shoe SATO, TORU Imai, Akio ANDO, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | A new method for estimating dynamic features used in speech recognition is proposed. The proposed method involves:1)increasing time resolution of static features used for dynamic feature estimation, 2)relaxing the restriction that estimation span must be an integer multiple of frame shift, and making the estimation span arbitrary. Evaluating the proposed method with a broadcast news testset, word accuracy improved by selecting appropriate estimation span. Error reduction rate in word accuracy was up to 24% relatively in noisy news speech. The overall error reduction rate was 6.5% relatively. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Speech Recognition / Dynamic Features / Regression Coefficient |
| Paper # | NLC2001-49,SP2001-84 |
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| Conference Information | |
| Committee | NLC |
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| Conference Date | 2001/12/13(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 | Natural Language Understanding and Models of Communication (NLC) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A method for improving the accuracy of dynamic features calculation in speech recognition |
| Sub Title (in English) | |
| Keyword(1) | Speech Recognition |
| Keyword(2) | Dynamic Features |
| Keyword(3) | Regression Coefficient |
| 1st Author's Name | Takeshi S. KOBAYAKAWA |
| 1st Author's Affiliation | NHK Science & Technical Research Labs.() |
| 2nd Author's Name | Hiroyuki SEGI |
| 2nd Author's Affiliation | NHK Science & Technical Research Labs. |
| 3rd Author's Name | Atsushi MATSUI |
| 3rd Author's Affiliation | NHK Science & Technical Research Labs. |
| 4th Author's Name | Kazuo ONOE |
| 4th Author's Affiliation | NHK Science & Technical Research Labs. |
| 5th Author's Name | Shoe SATO |
| 5th Author's Affiliation | NHK Science & Technical Research Labs. |
| 6th Author's Name | TORU Imai |
| 6th Author's Affiliation | NHK Science & Technical Research Labs. |
| 7th Author's Name | Akio ANDO |
| 7th Author's Affiliation | NHK Science & Technical Research Labs. |
| Date | 2001/12/13 |
| Paper # | NLC2001-49,SP2001-84 |
| Volume (vol) | vol.101 |
| Number (no) | 520 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |