DocumentCode
3333929
Title
Multirate adaptive filtering for immersive audio
Author
Lim, Jong-Soong ; Kyriakakis, Chris
Author_Institution
Immersive Audio Lab., Univ. of Southern California, Los Angeles, CA, USA
Volume
5
fYear
2001
fDate
2001
Firstpage
3357
Abstract
This paper describes a method for implementing immersive audio rendering filters for single or multiple listeners and loudspeakers. In particular, the paper is focused on the case of single or two listeners with different loudspeaker arrays to determine the weighting vectors for the necessary FIR and IIR filters using the LMS (least-mean-squares) adaptive inverse algorithm. It describes transform-domain LMS adaptive inverse algorithm that is designed for crosstalk cancellation necessary in loudspeaker-based immersive audio rendering. Specifically, each weighting vector of the inverse filter is generated based on psychoacoustic critical band filters and uses the LMS adaptive inverse algorithm to improve performance in the sensitive frequency bands. We also investigate the sensitivity of the listening position under different number of listeners and loudspeakers with various loudspeaker geometries. Performance is measured based on the ipsilateral signal to contralateral signal (crosstalk) ratio that results from the different filter types with and without psychoacoustic critical band filtering
Keywords
FIR filters; IIR filters; adaptive filters; adaptive signal processing; audio signal processing; crosstalk; filtering theory; inverse problems; least mean squares methods; loudspeakers; FIR filters; IIR filters; crosstalk cancellation; frequency bands; immersive audio rendering filters; inverse filter; ipsilateral signal to contralateral signal ratio; least-mean-squares; listening position sensitivity; loudspeaker arrays; loudspeaker geometries; multirate adaptive filtering; psychoacoustic critical band filtering; psychoacoustic critical band filters; transform-domain LMS adaptive inverse algorithm; weighting vector; weighting vectors; Adaptive arrays; Adaptive filters; Algorithm design and analysis; Crosstalk; Finite impulse response filter; Frequency; IIR filters; Least squares approximation; Loudspeakers; Psychology;
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.2001.940378
Filename
940378
Link To Document