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Speech signal processing and feature extraction is the initial stage of any speech recognition system. It is through this component that the system views the speech signal itself. Speech processing is the process of extracting important information from a speech signal and reducing noise and unwanted information is called feature extraction. Basic operation of feature extraction involves spectral analysis, parametric transformation and statistical modeling.