Nonnegative Matrix Partial Co-Factorization for Spectral and Temporal Drum Source Separation

@article{Kim2011NonnegativeMP,
  title={Nonnegative Matrix Partial Co-Factorization for Spectral and Temporal Drum Source Separation},
  author={Minje Kim and Jiho Yoo and Kyeongok Kang and S. Choi},
  journal={IEEE Journal of Selected Topics in Signal Processing},
  year={2011},
  volume={5},
  pages={1192-1204}
}
  • Minje Kim, Jiho Yoo, +1 author S. Choi
  • Published 2011
  • Mathematics, Computer Science
  • IEEE Journal of Selected Topics in Signal Processing
  • We address a problem of separating drum sources from monaural mixtures of polyphonic music containing various pitched instruments as well as drums. We consider a spectrogram of music, described by a matrix where each row is associated with intensities of a frequency over time. We employ a joint decomposition to several spectrogram matrices that include two or more column-blocks of the mixture spectrograms (columns of mixture spectrograms are partitioned into 2 or more blocks) and a drum-only… CONTINUE READING
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