Title :
A fast VQ codeword search algorithm for AMR Wideband speech codec
Author :
Li, Feng-lian ; Liu, Xing-wang ; Zhang, Xue-ying ; Du, Xiao-lin
Author_Institution :
Coll. of Inf. Eng., Taiyuan Univ. of Technol., Taiyuan, China
Abstract :
This paper presents a fast efficient codeword search algorithm for vector quantization (VQ) based on the Adaptive Multi-Rate Wideband (AMR-WB) speech codec. AMR-WB is the speech codec standardized by the 3GPP for the GSM and WCDMA 3G system. It is also selected as the ITU-T G.722.2 standards. In AMR-WB speech codec VQ codeword search section, full search algorithm is used to find matching codeword .This requires a huge amount of computation. For large-size codebooks and high-dimensional vector of AMR-WB, computational complexity is significantly higher.The proposed fast codeword search method selects the codeword ,which has the least absolute error component in VQ codebook, as the initial matching codeword. It can help to reduce computational complexity, whereas the reconstructed speech quality almost has no dropping. The article introduces the basic principle of the fast codeword search algorithm in detail. Simulation results show that the algorithm based on AMR-WB speech codec, can reduce the time of vector quantization codebook search and the w-PESQ of nine modes is no significant dropping.
Keywords :
communication complexity; speech codecs; speech coding; vector quantisation; AMR wideband speech codec; AMR-WB speech codec; adaptive multirate wideband; computational complexity; fast VQ codeword algorithm; speech quality; vector quantization; Code standards; Communication standards; Computational complexity; Distortion measurement; Educational institutions; Paper technology; Speech codecs; Speech coding; Vector quantization; Wideband; Adaptive Multi-Rate Wideband (AMR-WB) speech codec; Full search algorithm; Initial matching codeword; fast codeword search algorithm; least absolute error component;
Conference_Titel :
Computer and Automation Engineering (ICCAE), 2010 The 2nd International Conference on
Conference_Location :
Singapore
Print_ISBN :
978-1-4244-5585-0
Electronic_ISBN :
978-1-4244-5586-7
DOI :
10.1109/ICCAE.2010.5451909