On the Improvement of Singing Voice Separation for Monaural Recordings Using the MIR-1K Dataset

@article{Hsu2010OnTI,
  title={On the Improvement of Singing Voice Separation for Monaural Recordings Using the MIR-1K Dataset},
  author={Chao-Ling Hsu and J. Jang},
  journal={IEEE Transactions on Audio, Speech, and Language Processing},
  year={2010},
  volume={18},
  pages={310-319}
}
  • Chao-Ling Hsu, J. Jang
  • Published 2010
  • Computer Science
  • IEEE Transactions on Audio, Speech, and Language Processing
  • Monaural singing voice separation is an extremely challenging problem. [...] Key Method The proposed system follows the framework of computational auditory scene analysis (CASA) which consists of the segmentation stage and the grouping stage. In the segmentation stage, the input song signals are decomposed into small sensory elements in different time-frequency resolutions. The unvoiced sensory elements are then identified by Gaussian mixture models. The experimental results demonstrated that the quality of the…Expand Abstract
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