| Presentation | 2001/12/13 A study of speaker segmentation of dialogue speech with speech overlapped section Masahumi KOBAYASHI, Tatsuya KITAMURA, Shigeyoshi KITAZAWA, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this paper, speaker segmentation of dialogue speech was studied to develop a support system for dialogue analysis. The dialogue speech addressed in this study was spoken by two speakers, and had speech overlapped section. To train HMM for the overlapped section, two different speech databases were constructed: (1)same words spoken by the two speakers were added;(2)pairs of different words spoken by the two speakers were added. These two training approaches were compared using dialogue speech data. The experimental result showed the latter have better performance. In addition, removing redundant arcs on the HMM network was improved the performance. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | multispeaker / speaker recognition / speaker segmentation / dialogue speech |
| Paper # | NLC2001-54,SP2001-89 |
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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 study of speaker segmentation of dialogue speech with speech overlapped section |
| Sub Title (in English) | |
| Keyword(1) | multispeaker |
| Keyword(2) | speaker recognition |
| Keyword(3) | speaker segmentation |
| Keyword(4) | dialogue speech |
| 1st Author's Name | Masahumi KOBAYASHI |
| 1st Author's Affiliation | Graduate School of Informatics, Shizuoka University() |
| 2nd Author's Name | Tatsuya KITAMURA |
| 2nd Author's Affiliation | Faculty of Information, Shizuoka University |
| 3rd Author's Name | Shigeyoshi KITAZAWA |
| 3rd Author's Affiliation | Faculty of Information, Shizuoka University |
| Date | 2001/12/13 |
| Paper # | NLC2001-54,SP2001-89 |
| Volume (vol) | vol.101 |
| Number (no) | 520 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |