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Timoney, Joseph, Lysaght, Thomas, Lazzarini, Victor and Gao, Ruiyao (2005) A Reinvestigation of the Extended Kalman Filter applied to Formant Tracking. In: 5th Electronic Circuits and Systems Conference 2005, September 8-9 2005, Bratislava, Slovakia.
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Abstract
This paper examines the application of the Extended Kalman Filter to formant tracking. The derivation of the Jacobian matrix for the Extended Kalman filter procedure
is given. Additionally, it demonstrates how robustness can be incorporated to the procedure. Results are presented to illustrate the formant tracking ability of the nonrobust
and robust Extended Kalman filter algorithms.
| Item Type: | Conference or Workshop Item (Paper) |
|---|---|
| Keywords: | Formant Analysis; Extended Kalman Filters; |
| Academic Unit: | Faculty of Arts,Celtic Studies and Philosophy Faculty of Science and Engineering > Computer Science |
| Item ID: | 4138 |
| Depositing User: | Joseph Timoney |
| Date Deposited: | 31 Jan 2013 09:39 |
| Refereed: | Yes |
| URI: | https://mu.eprints-hosting.org/id/eprint/4138 |
| Use Licence: | This item is available under a Creative Commons Attribution Non Commercial Share Alike Licence (CC BY-NC-SA). Details of this licence are available here |
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