Speech compression using discreet wavelet transform

被引:6
|
作者
Najih, AMMA [1 ]
bin Ramli, AR [1 ]
Prakash, V [1 ]
Syed, AR [1 ]
机构
[1] Univ Putra Malaysia, Multimedia & Imaging Syst Res Grp, Dept Comp & Commun Syst Engn, Serdang 43400, Malaysia
关键词
D O I
10.1109/NCTT.2003.1188289
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Speech compression is a process of converting human speech signals into efficient encoded representations that can be decoded back to produce a close approximation of the original signals. This paper attempts to evaluate the wavelet compression technique on speech signals. Different wavelet filters were used to select the best filter suitable for speech signal in providing low bit rate and low computation complexity. We applied five procedures: one-dimensional wavelet decomposition, thresholding, quantization, Huffman coding and reconstruction using several families of wavelet filters. Our implementation was evaluated base on PSNR, SNR, NRMSE and compression ratio tested on 8 kHz 8-bit speech signals. As a result from this study, Db10 wavelet filter gives higher SNR and better speech quality than other filters and compression ratio up to 4.31 times with satisfactory quality of decoded speech signals. In other words, the bit rate reduction of speech signals from 64 kbps to 13 kbps.
引用
收藏
页码:1 / 4
页数:4
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