DocumentCode :
353116
Title :
Quantization of line spectral parameters using a trellis structure
Author :
Lahouti, Farshad ; Khandani, Amir K.
Author_Institution :
Dept. of Electr. & Comput. Eng., Waterloo Univ., Ont., Canada
Volume :
5
fYear :
2000
fDate :
2000
Firstpage :
2781
Abstract :
In this article, a low bit-rate low-complexity block-based trellis quantization (BTQ) scheme is proposed for quantization of line spectral frequencies for speech coding applications. The branches in the trellis diagram correspond to the LSF difference code-words and the states correspond to quantized LSF parameters. An efficient algorithm for the index generation (finding the index of a path in the trellis) is introduced. The proposed BTQ achieves the transparent coding quality at 23 bits/frame (1150 b/sec.) and offers a gain of 3 b/frame (150 b/s) and significant reduction in complexity, compared to the IS-641 split-VQ. An interframe BTQ scheme is also presented to exploit the redundancies between the adjacent frames. The interframe scheme is found to achieve an additional 50 b/sec reduction of the bit-rate and is based on adaptive block-based trellis quantization of the prediction residues
Keywords :
adaptive codes; computational complexity; spectral analysis; speech coding; trellis codes; 1150 bit/s; 150 bit/s; BTQ scheme; LSF difference code-words; adaptive block-based trellis quantization; bit-rate; gain; index generation; interframe BTQ scheme; line spectral frequencies; line spectral parameters; low bit-rate low-complexity block-based trellis quantization; prediction residues; quantized LSF parameters; redundancies; speech coding; transparent coding quality; trellis structure; Computational complexity; Frequency response; Information technology; Linear predictive coding; Nonlinear filters; Quantization; Random access memory; Signal analysis; Speech analysis; Speech coding;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2000. ICASSP '00. Proceedings. 2000 IEEE International Conference on
Conference_Location :
Istanbul
ISSN :
1520-6149
Print_ISBN :
0-7803-6293-4
Type :
conf
DOI :
10.1109/ICASSP.2000.861080
Filename :
861080
Link To Document :
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