DocumentCode
3198635
Title
SVM-Based Automatic Classification of Musical Instruments
Author
Liu, Jing ; Xie, Lingyun
Author_Institution
Commun. Univ. of China, Beijing, China
Volume
3
fYear
2010
fDate
11-12 May 2010
Firstpage
669
Lastpage
673
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.
Keywords
feature extraction; music; pattern classification; support vector machines; Chinese instruments; SVM-based classification; feature extraction; musical instrument classification; support vector machines; western instruments; Data mining; Feature extraction; Instruments; Machine learning; Music information retrieval; Spatial databases; Support vector machine classification; Support vector machines; Taxonomy; Testing; SVM; classification; instrumental music;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Computation Technology and Automation (ICICTA), 2010 International Conference on
Conference_Location
Changsha
Print_ISBN
978-1-4244-7279-6
Electronic_ISBN
978-1-4244-7280-2
Type
conf
DOI
10.1109/ICICTA.2010.64
Filename
5523032
Link To Document