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Scientific journal of the
theoretical and applied
The News of Altai State University
Print ISSN 1561-9443
On-line ISSN 1561-9451
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Content of 1-2(73) 2012
Management, Computer Facilities and Computer Science
Mathematics and Mechanics
Management, Computer Facilities and Computer Science

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D.A. Gefke, P.M. Zatsepin

The Application of Hidden Markov Models for the Acoustic Wave Recognition

The paper examines the application of hidden Markov models for acoustic wave recognition (isolated word recognition problem). The experimental system using MFCC and LPC coefficients was developed and tested. The estimates of recognition probabilities for various system parameters were obtained.
Key words: hidden Markov model, MFCC coefficients, LPC coefficients.

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