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AMT
2010
Springer
240views Multimedia» more  AMT 2010»
13 years 14 days ago
Music Information Retrieval with Temporal Features and Timbre
At a time when the quantity of music media surrounding us is rapidly increasing and the access to recordings as well as the amount of music files available on the Internet is const...
Angelina A. Tzacheva, Keith J. Bell
MIR
2010
ACM
167views Multimedia» more  MIR 2010»
14 years 9 days ago
Improving automatic music classification performance by extracting features from different types of data
This paper discusses two sets of automatic musical genre classification experiments. Promising research directions are then proposed based on the results of these experiments. The...
Cory McKay, Ichiro Fujinaga
ISMIR
2004
Springer
126views Music» more  ISMIR 2004»
13 years 10 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
ICWSM
2009
13 years 3 months ago
High-level Features for Learning Subjective Language across Domains
In this paper, we propose to study the characteristics for analyzing subjective content in documents. For that purpose, we present and evaluate a novel method based on abstraction...
Gaël Dias, Dinko Dimchev Lambov, Veska Nonche...
ISMIR
2005
Springer
179views Music» more  ISMIR 2005»
13 years 11 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