| Presentation | 2008-01-25 The consideration between number of phone in training sets and recognition accuracy for speaker adaptation Shougo MATSUURA, Jin'ichi MURAKAMI, Satoru IKEHARA, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | This study pay attention to number of phones in training sets. We make a hybrid HMM which mixed speaker adaptation HMM and independent HMM by number of phones. In addition, we make training sets by given bias to number of phones to obtain the high performance in speaker adaptation. As a result of experiments, we have improvement of 2.65% and 1.33% for 164 words training sets and 82 words training sets in speaker adaptation using a hybrid HMM and made training sets. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | speaker adaptation / speaker independent speech recognition / training data sets / continuous HMM |
| Paper # | TL2007-87,SP2007-182,WIT2007-87 |
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| Conference Information | |
| Committee | TL |
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| Conference Date | 2008/1/18(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 | Thought and Language (TL) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | The consideration between number of phone in training sets and recognition accuracy for speaker adaptation |
| Sub Title (in English) | |
| Keyword(1) | speaker adaptation |
| Keyword(2) | speaker independent speech recognition |
| Keyword(3) | training data sets |
| Keyword(4) | continuous HMM |
| 1st Author's Name | Shougo MATSUURA |
| 1st Author's Affiliation | Faculty of Engineering, Tottori University() |
| 2nd Author's Name | Jin'ichi MURAKAMI |
| 2nd Author's Affiliation | Faculty of Engineering, Tottori University |
| 3rd Author's Name | Satoru IKEHARA |
| 3rd Author's Affiliation | Faculty of Engineering, Tottori University |
| Date | 2008-01-25 |
| Paper # | TL2007-87,SP2007-182,WIT2007-87 |
| Volume (vol) | vol.107 |
| Number (no) | 433 |
| Page | pp.pp.- |
| #Pages | 5 |
| Date of Issue | |