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The paper is discussing the phoneme level interpretation of sound signal to form the words in Malayalam language. Natural language processing with advanced algorithms adopted here to ensure the accuracy and optimization of the processing. Analog to digital conversion of voice signal is taking numerous methodologies for a perfect processing. Training a new system with these techniques to test whether the given commands belongs to dataset or not.doi:10.26637/mjm0s01/0101 fatcat:ewg6nz7zirh47nhtnqf2aamrau