An EKF-based algorithm for learning statistical hidden dynamic model parameters for phonetic recognition

15/05/01


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Table of Contents

An EKF-based algorithm for learning statistical hidden dynamic model parameters for phonetic recognition

Contents

Hidden Dynamic Model (HDM)

Parameter estimation by EM

Parameter Estimation by EKF

Parameter Estimation by EKF

Comparison between EM and EKF

Phone Recognition Evaluations

Phone Recognition Evaluations

Recognition Results

Model Convergence Results

Modelling Results

Discussion of Results

Conclusion and Future Work

Conclusion and Future Work

Author: Roberto Togneri

Email: roberto[@]ee[.]uwa[.]edu[.]au

Home Page: http://www.ee.uwa.edu.au/~roberto

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