DocumentCode :
1226690
Title :
Two-channel conjugate vector quantizer for noisy channel speech coding
Author :
Moriya, Takehiro
Author_Institution :
NTT Human Interface Lab., Tokyo, Japan
Volume :
10
Issue :
5
fYear :
1992
fDate :
6/1/1992 12:00:00 AM
Firstpage :
866
Lastpage :
874
Abstract :
A two-channel conjugate vector quantizer is proposed in an attempt to reduce quantization distortion for noisy channels. In this quantization, two different codebooks are used. The encoder selects the channel code pair that generates the smallest distortion between the input and the averaged output vectors. These two codebooks are alternately trained by an iterative algorithm which is based on the generalized Lloyd algorithm. Coding experiments show that the proposed scheme has almost the same SNR as a conventional vector quantizer for an error-free channel. On the other hand, it has a significantly higher SNR than the conventional one for a 1% error rate. This scheme also has merits in computational complexity and storage requirements. The scheme is confirmed to be effective for a medium bit-rate speech waveform coder
Keywords :
data compression; encoding; speech analysis and processing; telecommunication channels; SNR; averaged output vectors; channel code pair; codebooks; computational complexity; error rate; generalized Lloyd algorithm; input vector; iterative algorithm; noisy channel speech coding; quantization distortion; speech waveform coder; storage requirements; two-channel conjugate vector quantizer; Bit rate; Computational complexity; Ear; Error analysis; Iterative algorithms; Mobile communication; Noise reduction; Protection; Speech coding; Vector quantization;
fLanguage :
English
Journal_Title :
Selected Areas in Communications, IEEE Journal on
Publisher :
ieee
ISSN :
0733-8716
Type :
jour
DOI :
10.1109/49.138991
Filename :
138991
Link To Document :
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