MURAL - Maynooth University Research Archive Library



    A Reinvestigation of the Extended Kalman Filter applied to Formant Tracking


    Share and Export

    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.

    [thumbnail of ecs05_final_copy1_JT.PDF] PDF
    Available under License Creative Commons Attribution Non-commercial Share Alike.
    Download (62kB)

    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
    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

    Downloads

    Downloads per month over past year

    Origin of downloads

    Repository Staff Only (login required)

    Item control page
    Item control page
    MURAL - Maynooth University Research Archive Library is powered by EPrints 3.4 which is developed by the School of Electronics and Computer Science at the University of Southampton. About EPrints | Accessibility