Speech Enhancement and Recognition using Kalman Filter Modified via Radial Basis Function

Speech Enhancement and Recognition using Kalman Filter Modified via Radial Basis Function

Index Terms— Kalman Filter, Radial Basis Function, Speech Recognition

In this paper, a Radial Basis Function-based Kalman filter has been utilized to perform speech enhancement of an audio signal. Moreover, in order to accomplish speech recognition, correlation after detecting signal envelop has been applied. Based on the simulation result, it shows that using the radial basis function-based Kalman filter (non-linear functions to estimate Q parameter) should lead to obtain better results.

Mario Barnard,Farag M. Lagnf,Amr S. Mahmoud,Mohamed Zohdy

www.ijcit.com

March 2020

peri irawan

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