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» A User-Oriented Approach to Music Information Retrieval
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ISMIR
2005
Springer
185views Music» more  ISMIR 2005»
13 years 10 months ago
A Benchmark Dataset for Audio Classification and Clustering
We present a freely available benchmark dataset for audio classification and clustering. This dataset consists of 10 seconds samples of 1886 songs obtained from the Garageband si...
Helge Homburg, Ingo Mierswa, Bülent Möll...
ISMIR
2005
Springer
135views Music» more  ISMIR 2005»
13 years 10 months ago
Automatic X Traditional Descriptor Extraction: the Case of Chord Recognition
Audio descriptor extraction is the activity of finding mathematical models which describe properties of the sound, requiring signal processing skills. The scientific literature pr...
Giordano Ribeiro de Eulalio Cabral, Françoi...
ISMIR
2005
Springer
134views Music» more  ISMIR 2005»
13 years 10 months ago
Dynamic Playlist Generation Based on Skipping Behavior
Common approaches to creating playlists are to randomly shuffle a collection (e.g. iPod shuffle) or manually select songs. In this paper we present and evaluate heuristics to ad...
Elias Pampalk, Tim Pohle, Gerhard Widmer
ISMIR
2005
Springer
154views Music» more  ISMIR 2005»
13 years 10 months ago
Exploiting the Tradeoff Between Precision and Cpu-Time to Speed Up Nearest Neighbor Search
We describe a recursive algorithm to quickly compute the N nearest neighbors according to a similarity measure in a metric space. The algorithm exploits an intrinsic property of a...
Pierre Roy, Jean-Julien Aucouturier, Franço...
ISMIR
2005
Springer
206views Music» more  ISMIR 2005»
13 years 10 months ago
Improving Content-Based Similarity Measures by Training a Collaborative Model
We observed that for multimedia data – especially music - collaborative similarity measures perform much better than similarity measures derived from content-based sound feature...
Richard Stenzel, Thomas Kamps