Title :
Optimal wavelet packets for low-delay audio coding
Author :
Philippe, Pierrick ; De Saint-Martin, François Moreau ; Lever, Michel ; Soumagne, Joël
Author_Institution :
CCETT, Cesson Sevigne, France
Abstract :
We address the issue of choosing an optimal wavelet packets decomposition for low-delay audio bit-rate reduction. The decomposition tree and the choice of the wavelet filters for each 2-band cell of the tree are optimized. For a given filterbank we measure the entropy of the symbols resulting from a quantization stage ensuring transparent compression. This measure is the criterion to be minimized under a delay constraint. The optimization is carried out with simulated annealing techniques among a large family of filters. We show that there is no loss choosing the wavelet filters among a family of filters that have been optimized with respect to coding gain for AR(1) models. This provides efficient wavelet packets for low bit-rate low delay audio compression
Keywords :
audio coding; data compression; delays; entropy; filtering theory; simulated annealing; transform coding; wavelet transforms; AR(1) models; audio compression; bit-rate reduction; decomposition tree; delay constraint; entropy; low-delay audio coding; optimal wavelet packets; optimization; quantization stage; simulated annealing; transparent compression; wavelet filters; Audio coding; Audio compression; Degradation; Entropy; Filter bank; Noise reduction; Propagation delay; Quantization; Simulated annealing; Wavelet packets;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1996. ICASSP-96. Conference Proceedings., 1996 IEEE International Conference on
Conference_Location :
Atlanta, GA
Print_ISBN :
0-7803-3192-3
DOI :
10.1109/ICASSP.1996.541155