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Optimized Speech Compression Algorithm Based on Wavelets Techniques and its Real Time Implementation on DSP
Author(s) -
Noureddine Aloui,
Bousselmi Souha,
Adnane Chérif
Publication year - 2015
Publication title -
international journal of information technology and computer science
Language(s) - English
Resource type - Journals
eISSN - 2074-9015
pISSN - 2074-9007
DOI - 10.5815/ijitcs.2015.03.05
Subject(s) - computer science , digital signal processing , algorithm , compression ratio , digital signal processor , wavelet , data compression ratio , data compression , discrete wavelet transform , speech recognition , wavelet transform , computer hardware , image compression , artificial intelligence , internal combustion engine , image processing , automotive engineering , engineering , image (mathematics)
This paper presents an optimized speech compression algorithm using discrete wavelet transform, and its real time implementation on fixed-point digital signal processor (DSP). The optimized speech compression algorithm presents the advantages to ensure low complexity, low bit rate and achieve high speech coding efficiency, and this by adding a voice activity detector (VAD) module before the application of the discrete wavelet transform. The VAD module avoids the computation of the discrete wavelet coefficients during the inactive voice signal. In addition, a real-time implementation of the optimized speech compression algorithm is performed using fixed-point processor. The optimized and the original algorithms are evaluated and compared in terms of CPU time (sec), Cycle count (MCPS), Memory consumption (Ko), Compression Ratio (CR), Signal to Noise Ratio (SNR), Peak Signal to Noise Ratio (PSNR) and Normalized Root Mean Square Error (NRMSE).

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