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Speech Recognition Based Automated Credit Card Module

Journal: International Journal of Scientific Engineering and Technology (IJSET) (Vol.2, No. 2)

Publication Date:

Authors : ;

Page : 50-55

Keywords : speech-recognition; mel-frequencies; frequency decomposition; HMM.;

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Abstract

This paper presents an approach to the recognition of speech signal using frequency spectral information with Mel frequency for the improvement of speech feature representation in a HMM based recognition approach. The Mel frequency approach exploits the frequency observation for speech signal in a given resolution which results in resolution feature overlapping resulting in recognition limit. Resolution decomposition with frequency mapping approach for a HMM based speech recognition system. The Simulation results show a improvement in the quality metrics of speech recognition wrt. to computational time, learning accuracy for a speech recognition system.

Last modified: 2013-02-24 20:49:32