DocumentCode
2329937
Title
A Two-Stage MLP+NLMS Lossless Coder for Stereo Audio
Author
Ravelli, Emmanuel ; Gournay, Philippe ; Lefebvre, Roch
Author_Institution
Dept. of Electr. & Comput. Eng., Sherbrooke Univ., Que.
Volume
5
fYear
2006
fDate
14-19 May 2006
Abstract
We propose in this paper a two-stage lossless audio coder for stereo signals. The first stage is based on a hybrid approach that uses either a stereo linear prediction or a multilayer perceptron-based (MLP) nonlinear prediction. The second stage is based on two cascaded normalized least mean square (NLMS) filters that remove the remaining redundancy in the residuals of the stereo prediction. The obtained compression ratios are equal or superior to the best state-of-the-art coders
Keywords
audio coding; filtering theory; least mean squares methods; multilayer perceptrons; multilayer perceptron; nonlinear prediction; normalized least mean square filters; stereo audio; stereo prediction; two-stage lossless audio coder; Decoding; Decorrelation; Filters; Frequency; MONOS devices; MPEG 4 Standard; Neural networks; Nonhomogeneous media; Quantization; Testing;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech and Signal Processing, 2006. ICASSP 2006 Proceedings. 2006 IEEE International Conference on
Conference_Location
Toulouse
ISSN
1520-6149
Print_ISBN
1-4244-0469-X
Type
conf
DOI
10.1109/ICASSP.2006.1661241
Filename
1661241
Link To Document