Efficient encoding of excitation codes using trained partial algebraic codebook

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An efficient encoding method of excitation codes using a partial algebraic codebook (PAC) is proposed. Since the conventional algebraic code excited linear prediction (ACELP) encodes the positions and signs of all excitation pulses separately, the bits required for encoding excitation codes lake a large portion of the total bit rate. Vector quantization (VQ) of the positions and signs of the excitation pulses results in a PAC. Using PAC instead of the full set of algebraic codes, we can reduce the bits required to encode the excitation codes while maintaining the output speech quality. An iterative training algorithm is proposed to obtain the suboptimal PAC by modifying the Lloyd algorithm. Simulation results show that considerable bit savings can be obtained with only a small amount of degradation in the segmental signal to noise ratio (SEGSNR).
Publisher
IEICE-INST ELECTRONICS INFORMATION COMMUNICATIONS ENG
Issue Date
1998-06
Language
English
Article Type
Letter
Citation

IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, v.E81D, no.6, pp.612 - 615

ISSN
0916-8532
URI
http://hdl.handle.net/10203/76827
Appears in Collection
EE-Journal Papers(저널논문)
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