SVM-Based Automatic Classification of Musical Instruments
Instrumental music is often classified or retrieved in terms of instruments played in it. With a large database consists of Chinese traditional music and western classical music, this paper extracted several features to automatically classify Chinese and western instruments by SVM classifier, and an...
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| Veröffentlicht in: | 2010 International Conference on Intelligent Computation Technology and Automation Jg. 3; S. 669 - 673 |
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01.05.2010
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| Abstract | Instrumental music is often classified or retrieved in terms of instruments played in it. With a large database consists of Chinese traditional music and western classical music, this paper extracted several features to automatically classify Chinese and western instruments by SVM classifier, and analyzed the classification results. |
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| AbstractList | Instrumental music is often classified or retrieved in terms of instruments played in it. With a large database consists of Chinese traditional music and western classical music, this paper extracted several features to automatically classify Chinese and western instruments by SVM classifier, and analyzed the classification results. |
| Author | Lingyun Xie Jing Liu |
| Author_xml | – sequence: 1 surname: Jing Liu fullname: Jing Liu email: small_123@hotmail.com organization: Commun. Univ. of China, Beijing, China – sequence: 2 surname: Lingyun Xie fullname: Lingyun Xie organization: Commun. Univ. of China, Beijing, China |
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| Snippet | Instrumental music is often classified or retrieved in terms of instruments played in it. With a large database consists of Chinese traditional music and... |
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| SubjectTerms | classification Data mining Feature extraction instrumental music Instruments Machine learning Music information retrieval Spatial databases Support vector machine classification Support vector machines SVM Taxonomy Testing |
| Title | SVM-Based Automatic Classification of Musical Instruments |
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