Monte Carlo Methods for Tempo Tracking and Rhythm Quantization

@article{Cemgil2003MonteCM,
  title={Monte Carlo Methods for Tempo Tracking and Rhythm Quantization},
  author={Ali Taylan Cemgil and Hilbert J. Kappen},
  journal={J. Artif. Intell. Res.},
  year={2003},
  volume={18},
  pages={45-81}
}
We present a probabilistic generative model for timing deviations in expressive music performance. The structure of the proposed model is equivalent to a switching state space model. The switch variables correspond to discrete note locations as in a musical score. The continuous hidden variables denote the tempo. We formulate two well known music recognition problems, namely tempo tracking and automatic transcription (rhythm quantization) as filtering and maximum a posteriori (MAP) state… CONTINUE READING

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