Hidden Markov Models in Speech Recognition

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National Taiwan University of Science and Technology, Taiwan, Province of China

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Ankara University, Turkey

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Institute of Medical Technology and Equipment, Poland

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VSB - Technical University of Ostrava, Czech Republic

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Academy of Sciences of the Czech Republic, Czech Republic

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Technical University of Radom, Poland

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Hongik University, Korea

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VSB - Technical University of Ostrava, Czech Republic

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Wroclaw University of Science and Technology, Poland

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Ton Duc Thang University, Vietnam

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Ho Chi Minh City University of Technology and Education, Vietnam

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DIMES Department of University of Calabria, Italy

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Ho Chi Minh City University of Transport, Vietnam

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Hidden Markov Models in Speech Recognition

Jan Krajcovic, Martin Hrncar, Ludmila Muzikarova

DOI:

Abstract

Voice control is one of the perspective areas of interdisciplinary field called Human Machine Interface (HMI). By the voice control of machines, we usually deal with the recognition of commands from previously defined set. There are many different techniques of speech recognition. At presence, Hidden Markov Models (HMM) are among the most frequently used. This article includes basic terms as well as required mathematical apparatus from stated area.