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» A taxonomy of musical genres
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TASLP
2010
105views more  TASLP 2010»
13 years 4 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
ICPR
2010
IEEE
13 years 7 months ago
Automatic Music Genre Classification Using Bass Lines
A bass line is an instrumental melody that encapsulates both rhythmic, melodic, and harmonic features and arguably contains sufficient information for accurate genre classificatio...
Umut Simsekli
ICMCS
2009
IEEE
107views Multimedia» more  ICMCS 2009»
13 years 7 months ago
Exploiting genre for music emotion classification
Genre and emotion have been applied to content-based music retrieval and organization; however, the intrinsic correlation between them has not been explored. In this paper we pres...
Yu-Ching Lin, Yi-Hsuan Yang, Homer H. Chen, I-Bin ...
ISMIR
2005
Springer
179views Music» more  ISMIR 2005»
14 years 3 months ago
Evaluation of Feature Extractors and Psycho-Acoustic Transformations for Music Genre Classification
We present a study on the importance of psycho-acoustic transformations for effective audio feature calculation. From the results, both crucial and problematic parts of the algori...
Thomas Lidy, Andreas Rauber
ICASSP
2011
IEEE
13 years 1 months ago
Time-constrained sequential pattern discovery for music genre classification
Music consists of both local and long-term temporal information. However, for a genre classification task, most of the text categorization based approaches only capture local temp...
Jia-Min Ren, Jyh-Shing Roger Jang