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