• Physics, Medicine
  • Published in
    The Journal of the Acoustical…
    2017
  • DOI:10.1121/1.4981240

An extended Kalman filter approach to non-stationary Bayesian estimation of reduced-order vocal fold model parameters.

@article{Hadwin2017AnEK,
  title={An extended Kalman filter approach to non-stationary Bayesian estimation of reduced-order vocal fold model parameters.},
  author={Paul J. Hadwin and Sean D. Peterson},
  journal={The Journal of the Acoustical Society of America},
  year={2017},
  volume={141 4},
  pages={
          2909
        }
}
The Bayesian framework for parameter inference provides a basis from which subject-specific reduced-order vocal fold models can be generated. Previously, it has been shown that a particle filter technique is capable of producing estimates and associated credibility intervals of time-varying reduced-order vocal fold model parameters. However, the particle filter approach is difficult to implement and has a high computational cost, which can be barriers to clinical adoption. This work presents an… CONTINUE READING
1
Twitter Mention

Figures, Tables, and Topics from this paper.

Citations

Publications citing this paper.
SHOWING 1-2 OF 2 CITATIONS

Laryngeal Pressure Estimation With a Recurrent Neural Network

VIEW 1 EXCERPT

Neurophysiological Muscle Activation Scheme for Controlling Vocal Fold Models

VIEW 1 EXCERPT
CITES BACKGROUND

References

Publications referenced by this paper.
SHOWING 1-10 OF 19 REFERENCES

Modeling the effects of a posterior glottal opening on vocal fold dynamics with implications for vocal hyperfunction

  • U. Hoppe Dollinger, F. Hettlich, J. Lohscheller, S. Schuberth, U. Eysholdt
  • J . Acoust . Soc . Am .
  • 2014

A theoretical model of the pressure distributions arising from asymmetric intraglottal flows applied to a two - mass model of the vocal folds

  • M. W. Plesniak
  • J . Acoust . Soc . Am .
  • 2011

Computation of physiological human vocal fold parameters by mathematical optimization of a biomechanical model

  • D. A. Berry Yang, M. Kaltenbacher
  • J . Acoust . Soc . Am .
  • 2011

Investigating acoustic correlates of human vocal fold phase asymmetry through mathematical modeling and laryngeal high - speed vid - eoendoscopy

  • G. R. Wodicka
  • J . Acoust . Soc . Am .
  • 2011

Nonlinear source-filter coupling in phonation: theory.

  • Ingo R. Titze
  • Physics, Medicine
  • The Journal of the Acoustical Society of America
  • 2008