Higher Compression Rates for Code Excited Linear Prediction Coding Using Lossless Compression

被引:0
作者
Amro, Islam [1 ]
机构
[1] Al Quds Open Univ, Fac Informat Technol, Ramallah, Palestine
来源
2013 FIFTH INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE, COMMUNICATION SYSTEMS AND NETWORKS (CICSYN) | 2013年
关键词
component; Speech Compression; Lossless Speeach Compression; Hamming Correction Code Compressio; Code Ecited Linear Prediction; Descrete Consie Transform;
D O I
10.1109/CICSYN.2013.69
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper, we exploit the Hamming Correction Code Compressor (HCDC) Code Excited Linear Prediction frame's Parameter. These parameters includes Linear Prediction Coefficients, Gain and Excitation Bits; which is DCT residual for the signal frame, consist of 40 coefficients, each is quantized using 4 bits. For the signals used in experiments; the total bits in frame were 261 bits with transmission rate 0f 5.22 Kbps. For each samples of data set for males and females; we segmented the samples into short frames of 20ms for processing and performed compression over these frames. We were able to reduce transmission rate by 50% in average using the HCDC. The results were compared to the entropy compression methods (Golomb-Rice) which is implemented in FLAC package, these methods could reduce the data rate by 22% in average. The overall compression performance were calculated with averaging the compression rates for all frames for each sample. HCDC were able to compress on parity=3 only, for other parity values, few blocks were valid, but the overall compression rate for the frames were below 1.
引用
收藏
页码:67 / 70
页数:4
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