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dc.contributor.authorÖzbek, Mehmet Erdal
dc.contributor.authorÖzkurt, Nalan
dc.contributor.authorSavacı, Ferit Acar
dc.date.accessioned2017-02-09T08:56:57Z
dc.date.available2017-02-09T08:56:57Z
dc.date.issued2012-02
dc.identifier.citationÖzbek, M. E., Özkurt, N., and Savacı, F. A. (2012). Wavelet ridges for musical instrument classification. Journal of Intelligent Information Systems, 38(1), 241-256. doi:10.1007/s10844-011-0152-9en_US
dc.identifier.issn0925-9902
dc.identifier.urihttp://doi.org/10.1007/s10844-011-0152-9
dc.identifier.urihttp://hdl.handle.net/11147/4818
dc.description.abstractThe time-varying frequency structure of musical signals have been analyzed using wavelets by either extracting the instantaneous frequency of signals or building features from the energies of sub-band coefficients. We propose to benefit from a combination of these two approaches and use the time-frequency domain energy localization curves, called as wavelet ridges, in order to build features for classification of musical instrument sounds. We evaluated the representative capability of our feature in different musical instrument classification problems using support vector machine classifiers. The comparison with the features based on parameterizing the wavelet sub-band energies confirmed the effectiveness of the proposed feature. © 2011 Springer Science+Business Media, LLC.en_US
dc.language.isoengen_US
dc.publisherSpringeren_US
dc.relation.isversionof10.1007/s10844-011-0152-9en_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.subjectInstrumentsen_US
dc.subjectMusical instrument classificationen_US
dc.subjectSupport vector machinesen_US
dc.subjectWavelet ridgeen_US
dc.titleWavelet ridges for musical instrument classificationen_US
dc.typearticleen_US
dc.contributor.authorIDTR12076en_US
dc.contributor.iztechauthorÖzbek, Mehmet Erdal
dc.contributor.iztechauthorSavacı, Ferit Acar
dc.relation.journalJournal of Intelligent Information Systemsen_US
dc.contributor.departmentİYTE, Mühendislik Fakültesi, Elektrik-Elektronik Mühendisliği Bölümüen_US
dc.identifier.volume38en_US
dc.identifier.issue1en_US
dc.identifier.startpage241en_US
dc.identifier.endpage256en_US
dc.identifier.wosWOS:000299003000008
dc.identifier.scopusSCOPUS:2-s2.0-84856210260
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US


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