DocumentCode
323553
Title
Robust speech decoding: can error concealment be better than error correction?
Author
Fingscheidt, Tim ; Vary, Peter ; Andonegui, Jesús A.
Author_Institution
Inst. of Commun. Syst. & Data Process., Aachen Univ. of Technol., Germany
Volume
1
fYear
1998
fDate
12-15 May 1998
Firstpage
373
Abstract
Digital speech transmission systems use source coding to reduce the bit rate and channel coding to correct transmission errors. Furthermore, in periods of a very poor channel quality error concealment of residual bit errors becomes necessary as channel decoding fails. However, if the channel is clear, channel coding would not be required at all and the speech quality could be improved by allowing a higher bit rate for source encoding. Usually a compromise is taken between speech quality in case of a clear channel and error robustness in case of poor channel quality. This paper addresses the problem of a joint optimization of error concealment and source/channel coding. Under the premise of a minimum mean square error criterion for signal reconstruction it turns out that error concealment instead of error correction may be the best choice if source coding leaves sufficient residual parameter correlations by less bit rate reduction
Keywords
Gaussian channels; channel coding; correlation methods; decoding; digital communication; error correction codes; optimisation; signal reconstruction; source coding; speech coding; speech intelligibility; voice communication; AWGN channel; bit rate reduction; channel coding; channel decoding; clear channel; digital speech transmission systems; error concealment; error correction; error robustness; joint optimization; minimum mean square error criterion; poor channel quality; residual bit errors; residual parameter correlations; robust speech decoding; signal reconstruction; source coding; source/channel coding; speech quality; transmission error correction; Bit rate; Channel coding; Decoding; Error correction; Error correction codes; Mean square error methods; Robustness; Signal reconstruction; Source coding; Speech coding;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech and Signal Processing, 1998. Proceedings of the 1998 IEEE International Conference on
Conference_Location
Seattle, WA
ISSN
1520-6149
Print_ISBN
0-7803-4428-6
Type
conf
DOI
10.1109/ICASSP.1998.674445
Filename
674445
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