基于EM算法的旋律分类

29th Annual International Computer Software and Applications Conference (COMPSAC'05) Pub Date : 2005-07-26 DOI:10.1109/COMPSAC.2005.98

Yukiteru Yoshihara, T. Miura

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引用次数: 3

摘要

在这项研究中，我们提出了一种利用EM算法对旋律进行分类的新技术。在这里，我们在FM步骤中基于朴素贝叶斯技术生成分类器。并结合旋律的几个特征对实验结果进行了讨论，表明该方法可以得到有效的分类器。

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Melody classification using EM algorithm

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 FM steps. And we discuss the experimental results with several features of melodies and show we can get efficient classifiers by our approach.

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

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