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» Hierarchical Genre Classification for Large Music Collection...
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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
GFKL
2005
Springer
144views Data Mining» more  GFKL 2005»
13 years 11 months ago
Visual Mining in Music Collections
We describe the MusicMiner system for organizing large collections of music with databionic mining techniques. Visualization based on perceptually motivated audio features and Emer...
Fabian Mörchen, Alfred Ultsch, Mario Nöc...
ISMIR
2005
Springer
169views Music» more  ISMIR 2005»
13 years 11 months ago
Toward Automated Holistic Beat Tracking, Music Analysis and Understanding
Most music processing attempts to focus on one particular feature or structural element such as pitch, beat location, tempo, or genre. This hierarchical approach, in which music i...
Roger B. Dannenberg
ISMIR
2005
Springer
160views Music» more  ISMIR 2005»
13 years 11 months ago
Finding An Optimal Segmentation for Audio Genre Classification
In the automatic classification of music many different segmentations of the audio signal have been used to calculate features. These include individual short frames (23 ms), lon...
Kris West, Stephen Cox
ISMIR
2004
Springer
154views Music» more  ISMIR 2004»
13 years 11 months ago
Mapping Music In The Palm Of Your Hand, Explore And Discover Your Collection
The trends of miniaturization and increasing storage capabilities for portable music players made it possible to carry increasingly more music on small portable devices, but it al...
Fabio Vignoli, Rob van Gulik, Huub van de Wetering