Title :
Hybrid LPC and discrete wavelet transform audio coding with a novel bit allocation algorithm
Author :
Boland, Simon D. ; Deriche, Mohamed
Author_Institution :
Queensland Univ. of Technol., Brisbane, Qld., Australia
Abstract :
This paper examines a new method for coding high quality digital audio signals based on a combination of linear predictive coding (LPC) and the discrete wavelet transform (DWT). In this method, a linear predictor is first used to model each audio frame. Then, the prediction error is analyzed using the DWT. The LPC coefficients and DWT coefficients are quantized using a novel bit allocation scheme which minimizes the overall quantization error with respect to the masking threshold. The proposed coder is capable of delivering near-transparent audio signal quality at encoding bit rates of around 90-96 kb/s. Objective and subjective results suggest that the proposed coder operating at 90-96 kb/s has a performance comparable to that of the MPEG layer II codec operating at 128 kb/s
Keywords :
audio coding; audio signals; codecs; coding errors; digital signals; linear predictive coding; quantisation (signal); transform coding; wavelet transforms; 128 kbit/s; 90 to 96 kbit/s; DWT coefficients; LPC coefficients; MPEG layer II codec; audio frame; bit allocation algorithm; discrete wavelet transform; discrete wavelet transform audio coding; encoding bit rates; high quality digital audio signals; hybrid LPC; linear predictive coding; masking threshold; objective results; performance; prediction error; quantization error minimisation; subjective results; Audio coding; Bit rate; Codecs; Discrete wavelet transforms; Encoding; Error analysis; Linear predictive coding; Masking threshold; Predictive models; Quantization;
Conference_Titel :
Acoustics, Speech and Signal Processing, 1998. Proceedings of the 1998 IEEE International Conference on
Conference_Location :
Seattle, WA
Print_ISBN :
0-7803-4428-6
DOI :
10.1109/ICASSP.1998.679676