DocumentCode
2240668
Title
Lattice CELP for low bit rate speech coding
Author
Tavatia, Sanjeev ; Porayath, Rajiv ; Doherty, John F.
Author_Institution
Dept. of Electr. Eng. & Comput. Eng., Iowa State Univ., Ames, IA, USA
fYear
1994
fDate
2-5 Oct 1994
Firstpage
703
Abstract
Proposes a CELP coder based on lattice codebooks to achieve toll quality speech at low bit rates. The new CELP coder allocates more bits for the codebook index allowing for larger codebooks which provide better speech quality as quantization levels increase. To allocate more bits for the codebook index the authors use backward adaptation to update a 10-th order LPC predictor. The LPC coefficients are computed using a modified Barnwell recursive window and the autocorrelation method of LPC analysis. A three tap pitch predictor is used for pitch synthesis. Spherical lattice codebooks have a regular structure which is exploited to greatly improve the efficiency of the search algorithm and because of the regular structure the excitation codebook need not be stored at the transmitter or the receiver. Speech frames of 20 msec and 160 samples are encoded at a bit rate of 4 kbps and the speech quality is studied and results compared with the LBG and the Gaussian codebooks
Keywords
Gaussian processes; correlation methods; linear predictive coding; search problems; speech coding; 10-th order LPC predictor; 4 kbit/s; Gaussian codebooks; LPC analysis; autocorrelation method; backward adaptation; excitation codebook; lattice CELP; lattice codebooks; low bit rate speech coding; modified Barnwell recursive window; pitch synthesis; quantization levels; search algorithm; speech frames; spherical lattice codebooks; three tap pitch predictor; toll quality speech; Bit rate; Filters; Lattices; Linear predictive coding; Pulse modulation; Quantization; Speech coding; Speech synthesis; Technological innovation; Transmitters;
fLanguage
English
Publisher
ieee
Conference_Titel
Military Communications Conference, 1994. MILCOM '94. Conference Record, 1994 IEEE
Conference_Location
Fort Monmouth, NJ
Print_ISBN
0-7803-1828-5
Type
conf
DOI
10.1109/MILCOM.1994.473880
Filename
473880
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