Title :
Lossless coding of audio signals using cascaded prediction
Author :
Schuller, Gerald ; Yu, Bin ; Huang, Dawei
Author_Institution :
Bell Labs., Murray Hill, NJ, USA
Abstract :
A novel predictive lossless coding scheme is proposed. The prediction is based on a new weighted cascaded least mean squared (WCLMS) method. WCLMS is especially designed for music/speech signals. It can be used either in combination with psycho-acoustically pre-filtered signals to obtain perceptually lossless coding, or as a stand-alone lossless coder. Experiments on a database of moderate size and a variety of pre-filtered mono-signals show that the proposed lossless coder (which needs about 2 bit/sample for pre-filtered signals) outperforms competing lossless coders, WaveZip, Shorten, LTAC and LPAC, in terms of compression ratios
Keywords :
audio coding; data compression; least mean squares methods; WCLMS method; audio signals; cascaded prediction; music/speech signals; perceptually lossless coding; predictive lossless coding; psycho-acoustically pre-filtered signals; weighted cascaded least mean squared method; Decoding; Delay; Least squares approximation; Multiple signal classification; Psychology; Redundancy; Signal design; Signal processing algorithms; Speech; Statistics;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2001. Proceedings. (ICASSP '01). 2001 IEEE International Conference on
Conference_Location :
Salt Lake City, UT
Print_ISBN :
0-7803-7041-4
DOI :
10.1109/ICASSP.2001.940357