556 search results - page 2 / 112 » Classification of musical genre: a machine learning approach |
IUI
2009
ACM
14 years 2 months ago
2009
ACM
We present data-driven methods for supporting musical creativity by capturing the statistics of a musical database. Specifically, we introduce a system that supports users in expl...
ICMCS
2006
IEEE
13 years 11 months ago
2006
IEEE
The rapid progress in digital music distribution has lead to the creation of large collections of music. There is a need for content-based music classification methods to organiz...
ACL
2010
13 years 3 months ago
2010
Prior use of machine learning in genre classification used a list of labels as classification categories. However, genre classes are often organised into hierarchies, e.g., coveri...
ICPR
2010
IEEE
13 years 10 months ago
2010
IEEE
In this paper we present a method for the selection of training instances based on the classification accuracy of a SVM classifier. The instances consist of feature vectors repres...
MIR
2010
ACM
14 years 15 days ago
2010
ACM
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...