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INTERNATIONAL JOURNAL OF CREATIVE RESEARCH THOUGHTS - IJCRT (IJCRT.ORG)
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ISSN Approved Journal No: 2320-2882 | Impact factor: 7.97 | ESTD Year: 2013
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Published Paper Details:
Paper Title
MUSICAL INSTRUMENT RECOGNITION USING SVM
Authors
SHILPA SONAWANE
Keywords
SVM,Kernel
Abstract
Recently, there is large amount of music on the internet. It is difficult to classify the music based on the music content manually. Instrumental music is often classified or retrieved in terms of instruments played in it. Searching and organizing of music collections requires a mathematical model of music similarity. In this paper, we propose a new method to classify the music automatically based on different features. The classification of musical instrument is done using multi class support vector machine (SVM).We adopt two approaches to the multi-class classification. Finally, computer simulations are done by using real music data in order to prove the effectiveness of the proposed method. The maximum accuracy achieved with svm one vs. one method with wavelet feature is 86% using exponential radial basis function.
IJCRT's Publication Details
Unique Identification Number - IJCRT1892705
Paper ID - 184884
Page Number(s) - 229-234
Pubished in - Volume 6 | Issue 2 | APRIL 2018
DOI (Digital Object Identifier) -
Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882
E-ISSN Number - 2320-2882
Cite this article
SHILPA SONAWANE, "MUSICAL INSTRUMENT RECOGNITION USING SVM ", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.6, Issue 2, pp.229-234, APRIL 2018, Available at :http://www.ijcrt.org/papers/IJCRT1892705.pdf
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Volume 14 | Issue 8
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Last Date :
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Submit Manuscript Online Impact Factor: 7.97 Review Results : Within 02-03 Days Paper Publication : Within 02-03 Days
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
ISSN and 7.97 Impact Factor Details
ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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