Title :
Softbit speech decoding: a new approach to error concealment
Author :
Fingscheidt, Tim ; Vary, Peter
Author_Institution :
Inst. of Commun. Syst. & Data Process., Tech. Hochschule Aachen, Germany
fDate :
3/1/2001 12:00:00 AM
Abstract :
In digital speech communication over noisy channels there is the need for reducing the subjective effects of residual bit errors which have not been eliminated by channel decoding. This task is usually called error concealment. We describe a new and generalizing approach to error concealment as part of a modified robust speech decoder. It can be applied to any speech codec standard and preserves bit exactness in the case of an error free channel. The proposed method requires bit reliability information provided by the demodulator or by the equalizer or specifically by the channel decoder and can exploit additionally a priori knowledge about codec parameters. We apply our algorithms to PCM, ADPCM, and GSM full-rate speech coding using AWGN, fading, and GSM channel models, respectively. It turns out that the speech quality is significantly enhanced, showing the desired inherent muting mechanism or graceful degradation behavior in the case of extreme adverse transmission conditions
Keywords :
AWGN channels; adaptive modulation; cellular radio; decoding; differential pulse code modulation; digital radio; error correction; modulation coding; speech coding; ADPCM; AWGN channel; GSM channel; GSM full-rate speech coding; PCM; a priori knowledge; adverse transmission conditions; bit reliability information; channel decoding; codec parameter; degradation behavior; digital speech communication; error concealment; error free channel; fading channel; muting mechanism; noisy channels; residual bit errors; softbit speech decoding; AWGN; Additive white noise; Code standards; Decoding; GSM; Gaussian noise; Noise reduction; Oral communication; Robustness; Speech codecs;
Journal_Title :
Speech and Audio Processing, IEEE Transactions on