| Presentation | 2004/12/15 Constructing a Family Tree of Multilingual Speech Based on Gaussian Mixture Models Shiwei ZHU, Mikio YAMAMOTO, Shuichi ITAHASHI, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | This paper proposes a method for automatically clustering multilingual speech. We consider that language is the source of information which generates the speech feature parameter, and the probability and the statistical characteristics of these information are modeled by GMMs. Next, a distance measure between GMMs is proposed. Based on this we construct a family tree of multilingual speech. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Gaussian Mixture Model / Family Tree of Multilanguage Speeches / Clustering |
| Paper # | NLC2004-93,SP2004-133 |
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| Conference Information | |
| Committee | NLC |
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| Conference Date | 2004/12/15(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) | Constructing a Family Tree of Multilingual Speech Based on Gaussian Mixture Models |
| Sub Title (in English) | |
| Keyword(1) | Gaussian Mixture Model |
| Keyword(2) | Family Tree of Multilanguage Speeches |
| Keyword(3) | Clustering |
| 1st Author's Name | Shiwei ZHU |
| 1st Author's Affiliation | Master's Program in Science and Engineering, University of Tsukuba() |
| 2nd Author's Name | Mikio YAMAMOTO |
| 2nd Author's Affiliation | Graduate School of Systems and Information Engineering, University of Tsukuba |
| 3rd Author's Name | Shuichi ITAHASHI |
| 3rd Author's Affiliation | Graduate School of Systems and Information Engineering, University of Tsukuba |
| Date | 2004/12/15 |
| Paper # | NLC2004-93,SP2004-133 |
| Volume (vol) | vol.104 |
| Number (no) | 540 |
| Page | pp.pp.- |
| #Pages | 5 |
| Date of Issue | |