| Presentation | 2008-06-27 The Music Analysis Method Based on Melody Analysis Tsukasa ENDO, Shin-ichi ITO, Yasue MITSUKURA, Minoru FUKUMI, |
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| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this paper, we propose a new method for analyzing the music automatically by melody analysis from audio signal. We extract the acoustic features by melody analysis. The proposed method considers music genres as the measure of music analysis. Then, we classify using multi-class classifiers based on support vector machine (SVM). Furthermore, we propose a visualization method of the musical structure by music genres. In order to show the effectiveness of proposed method, we demonstrate simulation examples. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Music Analysis / Melody Analysis / Support Vector Machine / Time-varying Complex Speech Analysis |
| Paper # | NC2008-21 |
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| Conference Information | |
| Committee | NC |
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| Conference Date | 2008/6/19(1days) |
| Place (in Japanese) | (See Japanese page) |
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| Topics (in Japanese) | (See Japanese page) |
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| Registration To | Neurocomputing (NC) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | The Music Analysis Method Based on Melody Analysis |
| Sub Title (in English) | |
| Keyword(1) | Music Analysis |
| Keyword(2) | Melody Analysis |
| Keyword(3) | Support Vector Machine |
| Keyword(4) | Time-varying Complex Speech Analysis |
| 1st Author's Name | Tsukasa ENDO |
| 1st Author's Affiliation | Bio Applications Systems Engineering, Tokyo University of Agriculture and Technology() |
| 2nd Author's Name | Shin-ichi ITO |
| 2nd Author's Affiliation | Bio Applications Systems Engineering, Tokyo University of Agriculture and Technology |
| 3rd Author's Name | Yasue MITSUKURA |
| 3rd Author's Affiliation | Bio Applications Systems Engineering, Tokyo University of Agriculture and Technology |
| 4th Author's Name | Minoru FUKUMI |
| 4th Author's Affiliation | Institute of Technology and Science, The University of Tokushima |
| Date | 2008-06-27 |
| Paper # | NC2008-21 |
| Volume (vol) | vol.108 |
| Number (no) | 101 |
| Page | pp.pp.- |
| #Pages | 4 |
| Date of Issue | |