Multiple-instrument polyphonic music transcription using a temporally constrained shift-invariant model.

@article{Benetos2013MultipleinstrumentPM,
  title={Multiple-instrument polyphonic music transcription using a temporally constrained shift-invariant model.},
  author={Emmanouil Benetos and Simon Dixon},
  journal={The Journal of the Acoustical Society of America},
  year={2013},
  volume={133 3},
  pages={1727-41}
}
A method for automatic transcription of polyphonic music is proposed in this work that models the temporal evolution of musical tones. The model extends the shift-invariant probabilistic latent component analysis method by supporting the use of spectral templates that correspond to sound states such as attack, sustain, and decay. The order of these templates is controlled using hidden Markov model-based temporal constraints. In addition, the model can exploit multiple templates per pitch and… CONTINUE READING
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