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» Feature Selection in Automatic Music Genre Classification
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ISMIR
2005
Springer
176views Music» more  ISMIR 2005»
15 years 3 months ago
On the Modeling of Time Information for Automatic Genre Recognition Systems in Audio Signals
The creation of huge databases coming from both restoration of existing analogue archives and new content is demanding fast and more and more reliable tools for content analysis a...
Nicolas Scaringella, Giorgio Zoia
75
Voted
ISMIR
2004
Springer
126views Music» more  ISMIR 2004»
15 years 2 months ago
Dance music classification: A tempo-based approach
Recent research has studied the relevance of various features for automatic genre classification, showing the particular importance of tempo in dance music classification. We co...
Fabien Gouyon, Simon Dixon
93
Voted
DMIN
2006
164views Data Mining» more  DMIN 2006»
14 years 11 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»
15 years 3 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...
82
Voted
ICPR
2010
IEEE
15 years 1 months ago
Selection of Training Instances for Music Genre Classification
In this paper we present a method for the selection of training instances based on the classification accuracy of a SVM classifier. The instances consist of feature vectors repres...
Miguel Lopes, Fabien Gouyon, Alessandro Koerich, L...