Polyphonic Pitch Tracking Using Joint Bayesian Estimation of Multiple Frame Parameters

@inproceedings{Walmsley1999PolyphonicPT,
  title={Polyphonic Pitch Tracking Using Joint Bayesian Estimation of Multiple Frame Parameters},
  author={Paul J. Walmsley and Simon J. Godsill and Peter J. W. Rayner},
  year={1999}
}
We presenta novel approachto pitch estimationand note detection in polyphonicaudio signals. We posethe problemin a Bayesianprobabilisticframework, which allows usto incorporate prior knowledgeaboutthenatureof musicaldatainto themodel. Weexploit thehighcorrelationbetweenmodelparametersin adjacentframesof databy explicitly modellingthefrequency variation over time usinglatentvariables.Parametersareestimatedjointly acrossa numberof adjacentframesto increasethe robustnessof the… CONTINUE READING
Highly Cited
This paper has 76 citations. REVIEW CITATIONS

From This Paper

Figures, tables, and topics from this paper.
47 Citations
8 References
Similar Papers

Citations

Publications citing this paper.
Showing 1-10 of 47 extracted citations

76 Citations

01020'99'03'08'13'18
Citations per Year
Semantic Scholar estimates that this publication has 76 citations based on the available data.

See our FAQ for additional information.

References

Publications referenced by this paper.
Showing 1-8 of 8 references

RuanaidhandW. J.Fitzgerald,Numerical Bayesian Methods Applied to Signal Processing, Springer -Verlag,1996

  • Ó J.J.K
  • 1996
Highly Influential
3 Excerpts

Macleod,“Fastnearly-MLestimationof theparameters of real or complex single tonesor resolved multiple tones,

  • M D.
  • IEEE Trans. Acoustics, Speech and Signal…
  • 1998
1 Excerpt

Multidi - mensional optimisation of harmonic signals

  • S. J. Godsill, P. J. W. Rayner
  • 1998

Numbertheoreticalmeansof resolvingamixture of severalharmonicsounds,

  • A. Klapuri
  • in Proc. EUSIPCO,
  • 1998
2 Excerpts

Identificationof polyphonicpianosignals,

  • L. Rossi, G. Girolami, andM. Leca
  • Acustica, vol. 83,pp.1077–1084,
  • 1997
2 Excerpts

A blackboardsystemfor automatictranscription of simplepolyphonicmusic,

  • K. D. Martin
  • Tech.Rep.No. 385,MIT Media Lab…
  • 1996
1 Excerpt

Joint Bayesianmodel selection and estimationof noisy sinusoidsvia reversible jump MCMC

  • C. Andrieu, A. Doucet
  • IEEE Trans. on Signal Processing. To appear .
1 Excerpt

Similar Papers

Loading similar papers…