Improving automatic music tag annotation using stacked generalization of probabilistic SVM outputs.
Steven R. NessAnthony TheocharisGeorge TzanetakisLuis Gustavo MartinsPublished in: ACM Multimedia (2009)
Keyphrases
- automatic indexing
- manual annotation
- automatic annotation
- support vector
- support vector machine svm
- speech music discrimination
- labor intensive
- learning machines
- support vector machine
- multi class
- feature selection
- data driven
- svm classifier
- semi automatic
- semantic annotation
- fully automatic
- context sensitive
- social annotations
- hand crafted
- metadata
- uncertain data
- probabilistic model
- music information retrieval
- semi automatically
- genre classification
- decision trees
- keywords
- image retrieval
- feature vectors
- support vectors
- generalization ability
- collaborative filtering