Intelligent two-way speech communication system between the technological device and the operator

Authors:
Maciej Majewski;Wojciech Kacalak
Affiliations:
Department of Mechanical Engineering, Technical University of Koszalin, Koszalin, Poland;Department of Mechanical Engineering, Technical University of Koszalin, Koszalin, Poland
Venue:
KES'05 Proceedings of the 9th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part III
Year:
2005

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Abstract

In this paper there is an intelligent human-machine speech communication system presented, which consists of the intelligent mechanisms of operator identification, word and command recognition, command syntax and result analysis, command safety assessment, technological process supervision as well as operator reaction assessment. In this paper there is also a review of the selected issues on recognition and verification of voice commands in natural language given by the operator of the technological device. A view is offered of the complexity of the recognition process of the operator's words and commands using neural networks made of a few layers of neurons. The paper presents research results of speech recognition and automatic command recognition using artificial neural networks.