DocumentCode :
3529584
Title :
Kalman fitler with phase spectrum compensation algorithm for speech enhancement
Author :
So, Stephen ; Wójcicki, Kamil K. ; Lyons, James G. ; Stark, Anthony P. ; Paliwal, Kuldip K.
Author_Institution :
Griffith Sch. of Eng., Griffith Univ., Brisbane, QLD
fYear :
2009
fDate :
19-24 April 2009
Firstpage :
4405
Lastpage :
4408
Abstract :
In this paper, we propose to combine the Kalman filter with a recent speech enhancement technique, called the phase spectrum compensation procedure, or PSC. More specifically, we apply the PSC technique to initialise the Kalman filter, whereby PSC is used to clean the noisy speech prior to LPC estimation for the Kalman recursion. We refer to the combined technique as the Kalman-PSC filter. Using an objective speech quality measure, formal subjective listening tests and spectrogram analysis, we show that the proposed method results in improved speech quality.
Keywords :
Kalman filters; prediction theory; recursive filters; speech enhancement; Kalman filter; LPC estimation; formal subjective listening test; phase spectrum compensation algorithm; spectrogram analysis; speech enhancement; speech quality measure; Iterative methods; Kalman filters; Linear predictive coding; Recursive estimation; Signal processing algorithms; Signal to noise ratio; Spectrogram; Speech analysis; Speech enhancement; Speech processing; Kalman filter; phase spectrum compensation (PSC); speech enhancement;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Acoustics, Speech and Signal Processing, 2009. ICASSP 2009. IEEE International Conference on
Conference_Location :
Taipei
ISSN :
1520-6149
Print_ISBN :
978-1-4244-2353-8
Electronic_ISBN :
1520-6149
Type :
conf
DOI :
10.1109/ICASSP.2009.4960606
Filename :
4960606
Link To Document :
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