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
Hauptverfasser: Jing Liu, Lingyun Xie
Format: Tagungsbericht
Sprache:Englisch
Veröffentlicht: IEEE 01.05.2010
Schlagworte:
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
ISBN:9781424472796, 1424472792
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Beschreibung
Zusammenfassung: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.
ISBN:9781424472796
1424472792
DOI:10.1109/ICICTA.2010.64