DocumentCode
542655
Title
A conditional enhancement-layer quantizer for the scalable MPEG advanced Audio Coder
Author
Aggarwal, Ashish ; Rose, Kenneth
Author_Institution
Department of Electrical and Computer Engineering, University of California, Santa Barbara, 93106, USA
Volume
2
fYear
2002
fDate
13-17 May 2002
Abstract
We propose an efficient enhancement-layer quantizer which considerably improves the bit rate scalability of the multi-layer Advanced Audio Coder (AAC). The scheme exploits the statistical dependence of the enhancement-layer signal on the base-layer quantization parameters. It fundamentally extends the prior work on compander domain scalability, which was shown to be asymptotically optimal for entropy coded uniform scalar quantizer, to systems with non-uniform base-layer quantization. We show that an enhancement-layer quantization which is conditional on the base-layer information can be efficiently implemented within the AAC framework to achieve major performance gains. Moreover, in the important case that the source is well modeled as Laplacian, we show that the optimal conditional quantizer is implementable by only two distinct switchable quantizers depending on whether or not the base-layer quantizer employed the “zero dead-zone.” Hence, major savings in bit rate are recouped at virtually no additional computational cost. For example, the proposed four layer scalable coder consisting of 16kbps layers achieves performance close to a 60kbps non-scalable coder on the standard test database of 44.1kHz audio.
Keywords
Ear; Encoding; Fires; Nuclear magnetic resonance; Quantization; Transform coding;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech, and Signal Processing (ICASSP), 2002 IEEE International Conference on
Conference_Location
Orlando, FL, USA
ISSN
1520-6149
Print_ISBN
0-7803-7402-9
Type
conf
DOI
10.1109/ICASSP.2002.5744981
Filename
5744981
Link To Document