Title :
A joint source-channel speech coder using hybrid digital-analog (HDA) modulation
Author :
Phamdo, Nam ; Mittal, Udar
Author_Institution :
Dept. of Electr. & Comput. Eng., State Univ. of New York, Stony Brook, NY, USA
fDate :
5/1/2002 12:00:00 AM
Abstract :
A joint source-channel coding system for transmitting speech on a bandlimited additive white Gaussian noise (AWGN) channel is presented. The proposed method uses a hybrid of digital and analog modulation techniques. The digital part of the system consists of a Federal Standard 1016 code-excited linear predictive (FS 1016 CELP) speech coder followed by a rate-3/5 parallel concatenated (turbo) error correcting code. The analog part, which transmits the quantization error due to the FS 1016 CELP coder, consists of a linear encoder and decoder. The advantage of the proposed system is that it achieves excellent rate-distortion/capacity performance that is common in digital systems while maintaining a "graceful degradation" characteristic that is common in analog systems. Comparisons are made with three purely digital systems and an analog system-with all systems operating at the same overall rate. A formal listening test shows that, at high channel SNR, the improved performance of the proposed hybrid system (versus the purely digital systems) is noticeable to the average listener. Finally, an informal listening test indicates that at low channel SNR (where the error correcting code breaks down) the decoded speech of the hybrid system is still intelligible
Keywords :
AWGN channels; bandlimited communication; code standards; combined source-channel coding; concatenated codes; data compression; decoding; error correction codes; linear predictive coding; modulation; noise; speech coding; speech intelligibility; telecommunication standards; turbo codes; FS 1016 CELP coder; Federal Standard 1016 CELP speech coder; additive white Gaussian noise; analog system; bandlimited AWGN channel; code-excited linear predictive speech coder; decoded speech intelligibility; digital systems; error correcting code; formal listening test; graceful degradation; high channel SNR; hybrid digital-analog modulation; hybrid system; informal listening test; joint source-channel speech coder; linear decoder; linear encoder; low channel SNR; parallel concatenated error correcting code; quantization error; rate-distortion/capacity performance; speech transmission; turbo code; AWGN; Additive white noise; Decoding; Digital modulation; Digital systems; Digital-analog conversion; Error correction codes; Speech coding; Speech enhancement; System testing;
Journal_Title :
Speech and Audio Processing, IEEE Transactions on
DOI :
10.1109/TSA.2002.1011535