Title
Quantization of line spectral parameters using a trellis structure
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
Year
DOI
Venue
2000
10.1109/ICASSP.2000.861080
ICASSP
Keywords
Field
DocType
linear predictive coding,quantization,signal analysis,speech coding,computational complexity,frequency response,information technology,indexation,gain
Speech coding,Diagram,Artificial intelligence,Pattern recognition,Algorithm,Speech recognition,Quantization (physics),Inter frame,Trellis quantization,Space–time trellis code,Quantization (signal processing),Mathematics,Computational complexity theory
Conference
Volume
ISSN
ISBN
5
1520-6149
0-7803-6293-4
Citations 
PageRank 
References 
1
0.37
3
Authors
2
Name
Order
Citations
PageRank
Lahouti, F.113311.22
A. K. Khandani229719.65