Title :
Minimum phase whitening filter to speech beamforming technique
Author_Institution :
Fac. of Biosci. & Med. Eng., Univ. Teknol. Malaysia, Skudai, Malaysia
Abstract :
This paper presents application of minimum phase whitening filter for speech enhancement technique to two-microphone beamforming structure. The method uses switching technique for updating the estimate alternately between frontend minimum phase whitening filter during speech plus noise period and rear-end adaptive finite impulse response (FIR) filter during noise alone period. For application of speech beamforming technique, innovations-based minimum phase whitening filter is applied in front of sum and subtract (SS) function with the use of one sample delay filter in rear-end primary input. A test result shows that the proposed approach by alternately switching minimum phase whitening filter and adaptive FIR filter provides an improved performance of 5.9dB and 18.03dB in signal-to-noise ratio (SNR) in stationary noise and non-stationary noise, respectively than adaptive Griffiths and Jim (G-J) beamformer by alternately switching two adaptive FIR filters.
Keywords :
FIR filters; adaptive filters; array signal processing; filtering theory; speech enhancement; adaptive FIR filter; frontend minimum phase whitening filter; innovations-based minimum phase whitening filter; nonstationary noise; rear-end adaptive finite impulse response filter; speech beamforming technique; speech enhancement technique; speech plus noise period; stationary noise; sum and subtract function; switching technique; two-microphone beamforming structure; Adaptive filters; Array signal processing; Finite impulse response filters; Noise cancellation; Speech; Wiener filters; adaptive beamformer; adaptive noise cancelling; innovations-based Wiener filtering approach; minimum phase whitening filter;
Conference_Titel :
Industrial Electronics and Applications (ICIEA), 2013 8th IEEE Conference on
Conference_Location :
Melbourne, VIC
Print_ISBN :
978-1-4673-6320-4
DOI :
10.1109/ICIEA.2013.6566583