Musical genre classification using support vector machines

@inproceedings{Xu2003MusicalGC,
  title={Musical genre classification using support vector machines},
  author={Changsheng Xu and Namunu Chinthaka Maddage and Xi Shao and Fang Cao and Qi Tian},
  booktitle={ICASSP},
  year={2003}
}
Automatic musical genre classification is very useful for music indexing and retrieval. In this paper, an efficient and effective automatic musical genre classification approach is presented. A set of features is extracted and used to characterize music content. A multi-layer classifier based on support vector machines is applied to musical genre classification. Support vector machines are used to obtain the optimal class boundaries between different genres of music by learning from training… CONTINUE READING

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