DocumentCode
3338998
Title
Filter transitions in adaptive IIR approximate filtering
Author
Adhikary, Rajiv ; Nawab, S. Hamid
Author_Institution
ECE Dept., Boston Univ., MA, USA
Volume
6
fYear
2001
fDate
2001
Firstpage
3877
Abstract
The effects associated with the switching of filter orders in an incrementally adaptive IIR approximate filtering technique are evaluated in the context of speech signals. Through listening experiments, we have found that the perceptual quality of the speech at the filter output is sensitive to the initial conditions used in initiating a transition to a higher filter order. If zero initial conditions are used there is a significant crackling sound due to error bursts at points where switches to higher order filters take place. If output samples from the pre-transition filter are used as initial conditions for the post-transition filter, the amplitude of the error bursts decreases significantly. An analysis is presented to account for these observations
Keywords
IIR filters; adaptive filters; approximation theory; signal sampling; speech processing; IIR filter; adaptive filter; approximate filtering; crackling sound; error bursts; filter orders; filter transitions; initial conditions; output samples; perceptual quality; post-transition filter; pre-transition filter; speech signals; Adaptive filters; Attenuation; Digital filters; Energy consumption; Filtering; Frequency response; IIR filters; Signal processing; Speech analysis; Switches;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech, and Signal Processing, 2001. Proceedings. (ICASSP '01). 2001 IEEE International Conference on
Conference_Location
Salt Lake City, UT
ISSN
1520-6149
Print_ISBN
0-7803-7041-4
Type
conf
DOI
10.1109/ICASSP.2001.940690
Filename
940690
Link To Document