DIGITAL GENERIC DATA COMPRESSION ALGORITHMS USING MATLAB
Journal Title: International Journal of Engineering Sciences & Research Technology - Year 2015, Vol 4, Issue 4
Abstract
Generic data compression algorithms is an area of digital processing that is focusing on reducing bit rate of the speech signal for transmission or storage without significant loss of quality. The focus of this paper is to compress the digital speech using wavelet transform. The main idea behind the generic data compression algorithms is to represent uncompressed speech with minimum number of bits and optimum speech quality. Wavelet transform has been recently proposed for signal analysis. The wavelet transform is useful to remove redundancies and irrelevancies present in the speech signal for the compact representation. The classical subband coding method also known as filter bank method is used in which signal is decomposed into basis of wavelet functions using high pass and low pass filters. Speech coding is a lossy scheme and is implemented here to compress one-dimensional speech signal. Basically, this scheme consists of three operations which are the transform, threshold techniques (by level and global threshold), and run-length encoding operations. Finally the compressed signal is reconstructed. The generic data compression algorithms using filter bank method is implemented and simulated by using wavelet transform algorithm for different wavelets such as Haar, Daubechies series (Daub-4, Daub-6, Daub-8, Daub-12, Daub-16 Daub-32 Daub-64) and bi-orthogonal wavelet.
Authors and Affiliations
Krishnaraja Prabhu, Dr. T. V. U. Kiran Kumar, Mr. B. Karthik
Keywords
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