Title :
Variable bit rate ADPCM via arithmetic coding
Author :
Watkins, Craig R. ; Crisafulli, Sam ; Bitmead, Robert R. ; Orsi, Robert J.
Author_Institution :
Dept. of Syst. Eng., Australian Nat. Univ., Canberra, ACT, Australia
Abstract :
Discusses the use of a variable bit rate ADPCM system for speech coding. The authors present an ADPCM system, using arithmetic coding and Kalman filtering techniques, that can code signals at very low bit rates, where standard fixed bit rate ADPCM systems fail. The proposed system, at an average bit rate of 16 kbps, produces a reconstructed speech signal that by informal listening tests has been judged to be of significantly higher quality than the LD-CELP 16 kbps speech coding standard. The authors believe that the output quality is comparable to that of LD-CELP at an average rate of around 12 kbps, and the quality at 8 kbps is very promising. Other advantages of the scheme are a reduction in complexity over the LD-CELP standard, and an increase in design flexibility
Keywords :
Kalman filters; arithmetic codes; computational complexity; differential pulse code modulation; speech coding; variable rate codes; 12 kbit/s; 16 kbit/s; 8 kbit/s; Kalman filtering; arithmetic coding; complexity; design flexibility; output quality; reconstructed speech signal; speech coding; variable bit rate ADPCM; Adaptive systems; Arithmetic; Bit rate; Filtering; Kalman filters; Pulse modulation; Robustness; Speech coding; Stability; Systems engineering and theory;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1994. ICASSP-94., 1994 IEEE International Conference on
Conference_Location :
Adelaide, SA
Print_ISBN :
0-7803-1775-0
DOI :
10.1109/ICASSP.1994.389323