| Presentation | 2007/3/2 A Study of Modulation Cepstrum Processing for Robust Speech Recognition Takahiko FUJITA, Noboru HAYASAKA, Yoshikazu MIYANAGA, |
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| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Noise robust speech processing methods have been widely used in isolated word recognition. It works effectively with steady noise. However, in real environment, some noises are often time invariant, and causes the degradation of its performance. We propose a noise robust method using modulation cepstrum processing. It is based on the theory of modulation spectrum analysis. As a result of the isolated word recognition experiment where modulation cepstrum is controlled, higher recognition rates was obtained especially in lower SNR environment compared with baseline method. In this report, we would discuss of this effect. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | isolated word recognition / noise robust / modulation spectrum / modulation cepstrum |
| Paper # | SIS2006-86 |
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| Conference Information | |
| Committee | SIS |
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| Conference Date | 2007/3/2(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Smart Info-Media Systems (SIS) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A Study of Modulation Cepstrum Processing for Robust Speech Recognition |
| Sub Title (in English) | |
| Keyword(1) | isolated word recognition |
| Keyword(2) | noise robust |
| Keyword(3) | modulation spectrum |
| Keyword(4) | modulation cepstrum |
| 1st Author's Name | Takahiko FUJITA |
| 1st Author's Affiliation | Hokkaido University() |
| 2nd Author's Name | Noboru HAYASAKA |
| 2nd Author's Affiliation | Hokkaido University |
| 3rd Author's Name | Yoshikazu MIYANAGA |
| 3rd Author's Affiliation | Hokkaido University |
| Date | 2007/3/2 |
| Paper # | SIS2006-86 |
| Volume (vol) | vol.106 |
| Number (no) | 576 |
| Page | pp.pp.- |
| #Pages | 5 |
| Date of Issue | |