Emotion-Based Music Retrieval Using Consistency Principle and Multi-Query Feedback 


Vol. 17,  No. 2, pp. 99-106, Apr.  2010
10.3745/KIPSTB.2010.17.2.99


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  Abstract

In this paper, we propose the construction of multi-queries and consistency principle for the user's emotion-based music retrieval system. The features used in the system are MPEG-7 audio descriptors, which are international standards recommended for content-based audio retrievals. In addition we propose the method to determine the weight that represent the importance of each descriptor for each emotion in order to reduce the computation. Also, the proposed retrieval algorithm that uses the relevance feedback based on consistency principal and multi-queries improves the success ratio of musics corresponding to user's emotion.

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[IEEE Style]

S. Y. Shin, E. J. Park, K. B. Eum, J. W. Lee, "Emotion-Based Music Retrieval Using Consistency Principle and Multi-Query Feedback," The KIPS Transactions:PartB , vol. 17, no. 2, pp. 99-106, 2010. DOI: 10.3745/KIPSTB.2010.17.2.99.

[ACM Style]

Song Yi Shin, En Jong Park, Kyoung Bae Eum, and Joon Whoan Lee. 2010. Emotion-Based Music Retrieval Using Consistency Principle and Multi-Query Feedback. The KIPS Transactions:PartB , 17, 2, (2010), 99-106. DOI: 10.3745/KIPSTB.2010.17.2.99.

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