Title :
Best wavelet-packet bases for audio coding using perceptual and rate-distortion criteria
Author :
Erne, Markus ; Moschytz, George ; Faller, Christof
Author_Institution :
Signal & Inf. Process. Lab., Fed. Inst. of Technol., Zurich, Switzerland
Abstract :
This paper presents a new approach to the adaptation of a wavelet filterbank based on perceptual and rate-distortion criteria. The system makes use of a wavelet-packet transform where each subband can have an individual time-segmentation. Boundary effects can be avoided by using overlapping blocks of samples and therefore switching bases is possible at every tree-level without affecting other subbands. A modified psychoacoustic model using perceptual entropy can control the switching of the wavelet filterbank and the individual time-segmentation of every subband allows one to take advantage of temporal masking. Additionally a rate-distortion measure can control the filterbank for lossless audio coding applications or in cases where large coding gains can be achieved without using perceptual criteria. The weight of the perceptual measure as well as the weight of the rate-distortion measure can be selected individually, enabling to trade lossless coding versus perceptual coding
Keywords :
adaptive filters; adaptive signal processing; audio coding; channel bank filters; data compression; entropy; filtering theory; rate distortion theory; signal sampling; transform coding; wavelet transforms; audio compression; boundary effects; lossless audio coding; modified psychoacoustic model; perceptual coding; perceptual entropy; perceptual measure; rate-distortion; rate-distortion measure; samples; signal adaptive wavelet filterbank; subband; subbands; temporal masking; time-segmentation; tree-level; wavelet-packet bases; wavelet-packet transform; weight; Audio coding; Auditory system; Energy resolution; Filter bank; Humans; Loss measurement; Rate-distortion; Time frequency analysis; Wavelet packets; Wavelet transforms;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1999. Proceedings., 1999 IEEE International Conference on
Conference_Location :
Phoenix, AZ
Print_ISBN :
0-7803-5041-3
DOI :
10.1109/ICASSP.1999.759819