Music classification with MPEG-7

Holger Crysandt; Jens Wellhausen

doi:10.1117/12.476257

10 January 2003 Music classification with MPEG-7

Holger Crysandt, Jens Wellhausen

Proceedings Volume 5021, Storage and Retrieval for Media Databases 2003; (2003) https://doi.org/10.1117/12.476257
Event: Electronic Imaging 2003, 2003, Santa Clara, CA, United States

Abstract

Driven by increasing amount of music available electronically the need and possibility of automatic classification systems for music becomes more and more important. Currently most search engines for music are based on textual descriptions like artist or/and title. This paper presents a system for automatic music description, classification and visualization for a set of songs. The system is designed to extract significant features of a piece of music in order to find songs of similar genre or a similar sound characteristics. The description is done with the help of MPEG-7 only. The classification and visualization is done with the self organizing map algorithm.

Citation Download Citation

Holger Crysandt and Jens Wellhausen "Music classification with MPEG-7", Proc. SPIE 5021, Storage and Retrieval for Media Databases 2003, (10 January 2003); https://doi.org/10.1117/12.476257

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