Music genre classification using multiscale scattering and sparse representations

  title={Music genre classification using multiscale scattering and sparse representations},
  author={Xu Chen and Peter J. Ramadge},
  journal={2013 47th Annual Conference on Information Sciences and Systems (CISS)},
An effective music genre classication approach is proposed that combines the translation-invariance and deformation-robustness property of scattering coefficients and the discriminative power of sparse representation-based classifiers. We argue that these two approaches to feature selection and classification complement each other in reducing the in-class variability of data, and this should lead to enhanced performance. Our results show clear improvement over a variety of previous approaches… CONTINUE READING
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