Cart (Loading....) | Create Account
Close category search window

Relevance feedback in an adaptive space with one-class SVM for content-based music retrieval

Sign In

Cookies must be enabled to login.After enabling cookies , please use refresh or reload or ctrl+f5 on the browser for the login options.

Formats Non-Member Member
$31 $13
Learn how you can qualify for the best price for this item!
Become an IEEE Member or Subscribe to
IEEE Xplore for exclusive pricing!
close button

puzzle piece

IEEE membership options for an individual and IEEE Xplore subscriptions for an organization offer the most affordable access to essential journal articles, conference papers, standards, eBooks, and eLearning courses.

Learn more about:

IEEE membership

IEEE Xplore subscriptions

3 Author(s)
Gang Chen ; Dept. of Comput. Sci., Huazhong Univ. of Sci. & Technol. Wuhan, Wuhan ; Tianjiang Wang ; Herrera, P.

In this paper, we develop a novel scheme to content-based music retrieval, using relevance feedback with one-class support vector machine (SVM). Since one-class SVM only concerns the relevant examples and neglects useful information from irrelevant examples provided by the user, an adaptive space is proposed using both relevant and irrelevant examples. The adaptive space, integrated with one-class SVM, transforms the feature space to a space that would better correspond to the userpsilas needs and specificities. Experimental results of retrieval on a music genre database demonstrate the effectiveness of our approach.

Published in:

Audio, Language and Image Processing, 2008. ICALIP 2008. International Conference on

Date of Conference:

7-9 July 2008

Need Help?

IEEE Advancing Technology for Humanity About IEEE Xplore | Contact | Help | Terms of Use | Nondiscrimination Policy | Site Map | Privacy & Opting Out of Cookies

A not-for-profit organization, IEEE is the world's largest professional association for the advancement of technology.
© Copyright 2014 IEEE - All rights reserved. Use of this web site signifies your agreement to the terms and conditions.