Melody Classification Using EM Algorithm

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	Similar Articles Articles by Yukiteru Yoshihara Articles by Takao Miura

29th Annual International Computer Software and Applications Conference (COMPSAC'05) Volume 1

Edinburgh, Scotland

July 26-July 28

ISBN: 0-7695-2413-3

	ASCII Text	x
	Yukiteru Yoshihara, Takao Miura, "Melody Classification Using EM Algorithm," Computer Software and Applications Conference, Annual International, vol. 1, pp. 204-210, 29th Annual International Computer Software and Applications Conference (COMPSAC'05) Volume 1, 2005.

	BibTex	x
	@article{ 10.1109/COMPSAC.2005.98, author = {Yukiteru Yoshihara and Takao Miura}, title = {Melody Classification Using EM Algorithm}, journal ={Computer Software and Applications Conference, Annual International}, volume = {1}, year = {2005}, issn = {0730-3157}, pages = {204-210}, doi = {http://doi.ieeecomputersociety.org/10.1109/COMPSAC.2005.98}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, }

	RefWorks Procite/RefMan/Endnote	x
	TY - CONF JO - Computer Software and Applications Conference, Annual International TI - Melody Classification Using EM Algorithm SN - 0730-3157 SP204 EP210 A1 - Yukiteru Yoshihara, A1 - Takao Miura, PY - 2005 KW - Melody Classification KW - Melody Features KW - Naive Bayes KW - EM Algorithm VL - 1 JA - Computer Software and Applications Conference, Annual International ER -

Yukiteru Yoshihara, Hosei University

Takao Miura, Hosei University

DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/COMPSAC.2005.98

In this investigation we propose a novel technique to classify melodies by using EM algorithm. Here we generate classifiers based on naive Bayesian technique during EM steps. And we discuss the experimental results with several features of melodies and show we can get efficient classifiers by our approach.

Index Terms:

Melody Classification, Melody Features, Naive Bayes, EM Algorithm

Citation:

Yukiteru Yoshihara, Takao Miura, "Melody Classification Using EM Algorithm," compsac, vol. 1, pp.204-210, 29th Annual International Computer Software and Applications Conference (COMPSAC'05) Volume 1, 2005

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