A cross-modal method of labeling music tags

被引：0
|
作者：
Jia-Lien Hsu
Yen-Fu Li
机构：
[1] Fu Jen Catholic University,Department of Computer Science and Information Engineering
来源：
Multimedia Tools and Applications | 2012年 / 58卷
关键词：
Cross-modal; (MFCCs); (GMM); Tag labeling; Music information retrieval;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
In this paper, we discuss various features of music objects in two kinds of domain. Among these features, Mel-frequency cepstral coefficients (MFCCs) are further discussed and described by Gaussian mixture model (GMM). Also, the similarity between GMMs are investigated accordingly. Then, we employ the multimedia graph as a cross-modal method to associate MFCCs and genre tags of music objects. By applying link analysis algorithm in the graph, we label appropriate genre tags for target music objects. Also, we perform experiments to show performance, effectiveness, and parameter setting of our approach.
引用
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页码：521 / 541
页数：20
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