DocumentCode :
323486
Title :
Robust speech mode based LSF vector quantization for low bit rate coders
Author :
Nandkumar, S. ; Swaminathan, Karthik ; Bhaskar, Umang
Author_Institution :
Hughes Network Syst., Germantown, MD
Volume :
1
fYear :
1998
fDate :
12-15 May 1998
Firstpage :
41
Abstract :
Robust vector quantization of LSF parameters at a low bit rate is essential for voice coders operating below 5 Kbps. A novel aspect of the proposed technique is the use of decorrelated residual LSF vectors from speech mode based backward prediction along with a multi-stage VQ design. Rates as low as 12 bits per 20 ms speech frame for the stationary voiced speech mode and 22 bits/frame for unvoiced and non-stationary voiced frames are shown to result in efficient quantization. In our classification scheme, spectrally stationary voiced frames constitute around 30% of active speech frames resulting in a minimum average bit rate of 19 bits/frame. The objective VQ performance is compared with cellular standard coders such as the IS-641 and IS-127. The proposed VQ has been integrated into a speech mode based 4.8 Kbps coder resulting in subjective performance close to that of the 7.4 Kbps IS-641 coder
Keywords :
cellular radio; correlation methods; linear predictive coding; pattern classification; spectral analysis; telecommunication standards; vector quantisation; vocoders; 4.8 kbit/s; 7.4 kbit/s; IS-127; IS-641; LPC; LSF parameters; LSF vector quantization; backward prediction; cellular standard coders; codebook search; decorrelated residual LSF vectors; low bit rate; low bit rate coders; minimum average bit rate; multi-stage VQ design; nonstationary voiced frames; objective VQ performance; robust speech mode; spectrally stationary voiced frames; stationary voiced speech mode; subjective performance; voice coders; Bandwidth; Bit rate; Code standards; Decorrelation; Protection; Robustness; Speech; Time division multiple access; Vector quantization; Wireless communication;
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.1998.674362
Filename :
674362
Link To Document :
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