DocumentCode
3046280
Title
A novel adaptive predictor DPCM system for speech signals
Author
Eger, Thomas E. ; Varner, L.
Author_Institution
The Analytic Sciences Corporation, McLean, Virginia
Volume
6
fYear
1981
fDate
29677
Firstpage
623
Lastpage
626
Abstract
A novel Adaptive Predictor Differential Pulse Code Modulation (DPCM) technique has been developed in which the predictor, rather than the quantizer, is adapted. The z-plane pole locations are adjusted on a sample-by-sample basis, tuning the predictor to track the instantaneous frequency of the input speech waveform. The adaptive algorithm employs a simple estimate of the correlation coefficient of the input signal, based upon the three previous samples. The system has been proven operable at bit rates as low as 8 kbs, resulting in improved performance over more conventional DPCM systems. Robust performance has been obtained with bauded data signals as well as speech signals with input SNRs as low as 0 dB, and under conditions of crosstalk as high as 0 dB relative to input speech.
Keywords
Adaptive algorithm; Adaptive systems; Bit rate; Frequency; Knowledge based systems; Modulation coding; Pulse modulation; Robustness; Speech; Tuning;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech, and Signal Processing, IEEE International Conference on ICASSP '81.
Type
conf
DOI
10.1109/ICASSP.1981.1171229
Filename
1171229
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