VARIANTS RESEARCH OF LIFTING SCHEME PREDICTION STAGE REALIZATION WHEN SOLVING THE SOUND COMPRESSION TASK

Evgeniy Piunovsky

2011 , VOLUME 11, NUMBER 3 ( MAY-JUNE )

ISSN 2226-1494 (print), ISSN 2500-0373 (online)

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Vladimir O.
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VARIANTS RESEARCH OF LIFTING SCHEME PREDICTION STAGE REALIZATION WHEN SOLVING THE SOUND COMPRESSION TASK

E. Piunovsky

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Abstract

Comparison of different realizations for wavelet transform lifting scheme prediction stage on the basis of three different functions: Haar’s, linear and polynomial – is carried out. An audio signal and financial time series are chosen as the analyzed data. The lifting scheme and the concise description of its main stages are presented. The results of different prediction variants are analyzed and their quantitative assessment is given. The conclusions about the function complexity influence on different types of signals prediction results are made.

Keywords: lifting, lifting scheme, prediction stage, wavelet, sound compression, audio signal

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