| Presentation | 2005/9/10 Construction of a Corpus for HMM-based Continuous Manual Alphabet Recognition and Synthesis Yuta EMOTO, Chiyomi MIYAJIMA, Katsunobu ITOU, Kazuya TAKEDA, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | We construct an alphabetically-balanced word corpus for hidden Markov model (HMM)-based continuous Japanese manual alphabet recognition and animation synthesis. HMM-based continuous manual alphabet word recognition experiments are carried out using training and test data sets collected with a data glove and a position sensor according to the text of the word corpus. A high word recognition rate of 97.9% is obtained in a 15k-word large-vocabulary word recognition task. Furthermore. HMM-based continuous manual alphabet animation synthesis conducted by a joint research team demonstrates that natural movements of the human hand and fingers can be generated with the same word corpus. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Manual Alphabet / Hidden Markov Model / Corpus |
| Paper # | SIP2005-94,SIS2005-43,SP2005-76 |
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| Conference Information | |
| Committee | SIS |
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| Conference Date | 2005/9/10(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) | Construction of a Corpus for HMM-based Continuous Manual Alphabet Recognition and Synthesis |
| Sub Title (in English) | |
| Keyword(1) | Manual Alphabet |
| Keyword(2) | Hidden Markov Model |
| Keyword(3) | Corpus |
| 1st Author's Name | Yuta EMOTO |
| 1st Author's Affiliation | Information Sience, Nagoya University() |
| 2nd Author's Name | Chiyomi MIYAJIMA |
| 2nd Author's Affiliation | Information Sience, Nagoya University |
| 3rd Author's Name | Katsunobu ITOU |
| 3rd Author's Affiliation | Information Sience, Nagoya University |
| 4th Author's Name | Kazuya TAKEDA |
| 4th Author's Affiliation | Information Sience, Nagoya University |
| Date | 2005/9/10 |
| Paper # | SIP2005-94,SIS2005-43,SP2005-76 |
| Volume (vol) | vol.105 |
| Number (no) | 295 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |