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TASLP
2010
105views more  TASLP 2010»
10 years 5 months ago
Non-Negative Tensor Factorization Applied to Music Genre Classification
Music genre classification techniques are typically applied to the data matrix whose columns are the feature vectors extracted from music recordings. In this paper, a feature vecto...
Emmanouil Benetos, Constantine Kotropoulos
ISM
2008
IEEE
122views Multimedia» more  ISM 2008»
10 years 10 months ago
Music Genre Classification and Similarity Calculation Using Bass-Line Features
Various studies on music information retrieval have been conducted. Most of them used low-level features such as spectral and cepstral features, which are effective to some extent...
Tetsuro Kitahara, Yusuke Tsuchihashi, Haruhiro Kat...
DMIN
2006
164views Data Mining» more  DMIN 2006»
10 years 12 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
ICPR
2010
IEEE
11 years 2 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...
ICMCS
2008
IEEE
122views Multimedia» more  ICMCS 2008»
11 years 5 months ago
Music genre classification using novel features and a weighted voting method
This paper proposes a novel music genre classification system based on two novel features and a weighted voting method. The proposed features, modulation spectral flatness measu...
Dalwon Jang, Minho Jin, Chang D. Yoo
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