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» A music recommender based on audio features
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DMIN
2006
164views Data Mining» more  DMIN 2006»
13 years 8 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
ISMIR
2004
Springer
159views Music» more  ISMIR 2004»
14 years 2 days ago
Towards an Efficient Algorithm for Automatic Score-to-Audio Synchronization
In the last few years, several algorithms for the automatic alignment of audio and score data corresponding to the same piece of music have been proposed. Among the major drawback...
Meinard Müller, Frank Kurth, Tido Röder
TASLP
2011
13 years 1 months ago
On the Information Geometry of Audio Streams With Applications to Similarity Computing
Abstract—This paper proposes methods for information processing of audio streams using methods of information geometry. We lay the theoretical groundwork for a framework allowing...
Arshia Cont, Shlomo Dubnov, Gérard Assayag
GFKL
2005
Springer
144views Data Mining» more  GFKL 2005»
14 years 7 days 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...
ICMCS
2006
IEEE
162views Multimedia» more  ICMCS 2006»
14 years 23 days ago
Musical Signal Type Discrimination based on Large Open Feature Sets
Automatic discrimination of musical signal types as speech, singing, music, genres or drumbeats within audio streams is of great importance e.g. for radio broadcast stream segment...
Björn Schuller, Frank Wallhoff, Dejan Arsic, ...