Title :
Perceptual audio coding using adaptive pre- and post-filters and lossless compression
Author :
Schuller, Gerald D T ; Yu, Bin ; Huang, Dawei ; Edler, Bernd
Author_Institution :
Lucent Technol. Bell Labs., Murray Hill, NJ, USA
fDate :
9/1/2002 12:00:00 AM
Abstract :
This paper proposes a versatile perceptual audio coding method that achieves high compression ratios and is capable of low encoding/decoding delay. It accommodates a variety of source signals (including both music and speech) with different sampling rates. It is based on separating irrelevance and redundancy reductions into independent functional units. This contrasts traditional audio coding where both are integrated within the same subband decomposition. The separation allows for the independent optimization of the irrelevance and redundancy reduction units. For both reductions, we rely on adaptive filtering and predictive coding as much as possible to minimize the delay. A psycho-acoustically controlled adaptive linear filter is used for the irrelevance reduction, and the redundancy reduction is carried out by a predictive lossless coding scheme, which is termed weighted cascaded least mean squared (WCLMS) method. Experiments are carried out on a database of moderate size which contains mono-signals of different sampling rates and varying nature (music, speech, or mixed). They show that the proposed WCLMS lossless coder outperforms other competing lossless coders in terms of compression ratios and delay, as applied to the pre-filtered signal. Moreover, a subjective listening test of the combined pre-filter/lossless coder and a state-of-the-art perceptual audio coder (PAC) shows that the new method achieves a comparable compression ratio and audio quality with a lower delay.
Keywords :
adaptive filters; adaptive signal processing; audio coding; data compression; delays; filtering theory; hearing; least squares approximations; prediction theory; WCLMS lossless coder; adaptive filtering; adaptive post-filters; adaptive pre-filters; audio quality; high compression ratio; irrelevance reduction; lossless compression; low encoding/decoding delay; music; perceptual audio coding; pre-filter/lossless coder; predictive coding; predictive lossless coding; psycho-acoustically controlled adaptive linear filter; redundancy reduction; sampling rates; source signals; subjective listening test; weighted cascaded least mean squared; Adaptive filters; Audio coding; Decoding; Delay; Encoding; Multiple signal classification; Predictive coding; Psychology; Sampling methods; Speech;
Journal_Title :
Speech and Audio Processing, IEEE Transactions on
DOI :
10.1109/TSA.2002.803444