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DMIN
2006
164views Data Mining» more  DMIN 2006»
13 years 6 months ago
Random Forest and PCA for Self-Organizing Maps based Automatic Music Genre Discrimination
Digital music distribution industry has seen a tremendous growth in resent years. Tasks such us automatic music genre discrimination address new and exciting research challenges. A...
Xin Jin, Rongfang Bie
ISMIR
2005
Springer
195views Music» more  ISMIR 2005»
13 years 10 months ago
Factors Affecting Automatic Genre Classification: An Investigation Incorporating Non-Western Musical Forms
The number of studies investigating automated genre classification is growing following the increasing amounts of digital audio data available. The underlying techniques to perfor...
Noris Mohd. Norowi, Shyamala Doraisamy, Rahmita Wi...
ISMIR
2004
Springer
156views Music» more  ISMIR 2004»
13 years 10 months ago
Artist Classification with Web-Based Data
Manifold approaches exist for organization of music by genre and/or style. In this paper we propose the use of text categorization techniques to classify artists present on the In...
Peter Knees, Elias Pampalk, Gerhard Widmer
ISMIR
2005
Springer
166views Music» more  ISMIR 2005»
13 years 10 months ago
Song-Level Features and Support Vector Machines for Music Classification
Searching and organizing growing digital music collections requires automatic classification of music. This paper describes a new system, tested on the task of artist identifica...
Michael I. Mandel, Dan Ellis
ICASSP
2010
IEEE
13 years 5 months ago
Characterization of movie genre based on music score
While it is clear that the full emotional effect of a movie scene is carried through the successful interpretation of audio and visual information, music still carries a significa...
Aida Austin, Elliot Moore II, Udit Gupta, Parag Ch...