Sparse multi-label linear embedding nonnegative tensor factorization for automatic music tagging

@article{Panagakis2010SparseML,
  title={Sparse multi-label linear embedding nonnegative tensor factorization for automatic music tagging},
  author={Yannis Panagakis and Constantine Kotropoulos and Gonzalo R. Arce},
  journal={2010 18th European Signal Processing Conference},
  year={2010},
  pages={492-496}
}
In this paper, a robust framework for automatic music tagging is proposed. First, each music recording is represented by its auditory temporal modulations. Then, a multilinear subspace learning algorithm based on sparse label coding is proposed to effectively harness the multi-label information for dimensionality reduction. The proposed algorithm is referred to as Sparse Multi-label Linear Embedding Nonnegative Tensor Factorization. Finally, a recently proposed sparse representation-based… CONTINUE READING
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