Title :
Transform Audio Coding with Arithmetic-Coded Scalar Quantization and Model-Based Bit Allocation
Author :
Oger, M. ; Ragot, Stephane ; Antonini, Marc
Author_Institution :
France Telecom R&D/TECH/SSTP, Lannion, France
Abstract :
In this paper we present a new model-based method to code the transform coefficients of audio signals. The histogram of transform coefficients is approximated by a generalized Gaussian model for efficient model-based bit allocation and the spectrum is coded by scalar quantization followed by arithmetic coding. An example coder operating at 16 kHz and using predictive modified discrete cosine transform (MDCT) coding is described. We compare the performance of the proposed coder with ITU-T G.722.1. Objective and subjective quality results are presented. The proposed coder is better than ITU-T G.722.1 at 24 kbit/s and equivalent at 32 kbit/s.
Keywords :
Gaussian processes; arithmetic codes; audio coding; discrete cosine transforms; transform coding; 24 kbit/s; 32 kbit/s; ITU-T G.722.1; arithmetic-coded scalar quantization; generalized Gaussian model; model-based bit allocation; predictive modified discrete cosine transform coding; transform audio coding; transform coefficients; Arithmetic; Audio coding; Bit rate; Discrete cosine transforms; Discrete transforms; Histograms; Quantization; Random variables; Shape; Speech coding; Transform coding; audio coding; modeling;
Conference_Titel :
Acoustics, Speech and Signal Processing, 2007. ICASSP 2007. IEEE International Conference on
Conference_Location :
Honolulu, HI
Print_ISBN :
1-4244-0727-3
DOI :
10.1109/ICASSP.2007.366970