Melody Tracking Based on Sequential Bayesian Model

@article{Jo2011MelodyTB,
  title={Melody Tracking Based on Sequential Bayesian Model},
  author={Seokhwan Jo and Chang Dong Yoo and Arnaud Doucet},
  journal={IEEE Journal of Selected Topics in Signal Processing},
  year={2011},
  volume={5},
  pages={1216-1227}
}

• Seokhwan Jo, Chang Dong Yoo, Arnaud Doucet
• Published in
  IEEE Journal of Selected Topics in Signal…
  2011
• DOI:10.1109/JSTSP.2011.2158515

This paper proposes a melody tracking algorithm based on the state-space equation of the parameters that define melody. The parameters that consist of melody pitch and harmonic amplitudes are assumed to follow two uncoupled first-order Markov processes, and the polyphonic audio is related to the parameters such that the current framed segment of the polyphonic audio is conditionally independent of other framed segments given the parameters. The transition probability of the melody pitch is… CONTINUE READING

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