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Two-Level Hierarchical Classification of Music Genre for Music Social Networks

Dropik Ł., Łukasik E.

Foundations of Computing and Decision Sciences

2010

Vol. 35, No. 4

261-282

The paper deals with the problem of the content based categorization of music and is focused on a music genre classification. The music genre is a set of characteristics of a group of musical works which distinguishes a given piece from the others. This subject is especially important in social networks, where users are interested in creating playlists or to benefit from efficient recommendation systems. An open source simple and robust system with two-level hierarchical taxonomy is proposed that would facilitate the genre classification of popular music published in free social networks by independent artists. As a test bed for experiments the music published in the free music service Jamendo.com has been used.