Title :
Filter transitions in adaptive IIR approximate filtering
Author :
Adhikary, Rajiv ; Nawab, S. Hamid
Author_Institution :
ECE Dept., Boston Univ., MA, USA
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;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2001. Proceedings. (ICASSP '01). 2001 IEEE International Conference on
Conference_Location :
Salt Lake City, UT
Print_ISBN :
0-7803-7041-4
DOI :
10.1109/ICASSP.2001.940690