| Presentation | 1997/12/12 Speaking-Style Dependent Lexicalized Filler Model for Key-Phrase Detection and Verification Tatsuya Kawahara, Kentaro Ishizuka, Shuji Doshita, Chin-Hui Lee, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | A task-independent filler modeling for robust key-phrase detection and verification is proposed. Instead of assuming task-specific lexical knowledge, our model is designed to characterize phrases depending on the speaking-style, thus can be trained with large corpora of different but similar tasks. We present two implementations of the portable and general model. The dialogue-style dependent model trained with the ATIS corpus is used as a filler and shown to be effective in detection-based speech understanding on different dialogue applications. The lecture-style dependent filler model trained with transcriptions of various oral presentations also improves the verification of key-phrases uttered during lectures. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | speech recognition / word spotting / utterance verification / key-phrase detection / speech understanding |
| Paper # | NLC97-45 |
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| Conference Information | |
| Committee | NLC |
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| Conference Date | 1997/12/12(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | |
| Vice Chair | |
| Secretary | |
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| Paper Information | |
| Registration To | Natural Language Understanding and Models of Communication (NLC) |
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| Language | ENG |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Speaking-Style Dependent Lexicalized Filler Model for Key-Phrase Detection and Verification |
| Sub Title (in English) | |
| Keyword(1) | speech recognition |
| Keyword(2) | word spotting |
| Keyword(3) | utterance verification |
| Keyword(4) | key-phrase detection |
| Keyword(5) | speech understanding |
| 1st Author's Name | Tatsuya Kawahara |
| 1st Author's Affiliation | Dept. of Information Science Kyoto University() |
| 2nd Author's Name | Kentaro Ishizuka |
| 2nd Author's Affiliation | Dept. of Information Science Kyoto University |
| 3rd Author's Name | Shuji Doshita |
| 3rd Author's Affiliation | Dept. of Information Science Kyoto University |
| 4th Author's Name | Chin-Hui Lee |
| 4th Author's Affiliation | Dept. of Information Science Kyoto University |
| Date | 1997/12/12 |
| Paper # | NLC97-45 |
| Volume (vol) | vol.97 |
| Number (no) | 440 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |