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.
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Kacalak, W., Majewski, M.: Intelligent Layer of Two-Way Speech Communication of the Technological Device with the Operator. In: Proceedings of the International Conference on Artificial Intelligence ICAI 2005, Las Vegas, USA, CSREA, Georgia, June 27-30 (2005)
Kacalak, W., Majewski, M.: Automatic recognition and safety estimation of voice commands in natural language given by the operator of the technical device using artificial neural networks. In: Artificial Neural Networks in Engineering ANNIE 2004 Conference, St. Louis, pp. 831–836. ASME Press, New York (2004)
Kacalak, W., Majewski, M.: Intelligent Layer of Two-Way Voice Communication of the Technological Device with the Operator. In: Rutkowski, L., Siekmann, J.H., Tadeusiewicz, R., Zadeh, L.A. (eds.) ICAISC 2004. LNCS (LNAI), vol. 3070, pp. 610–615. Springer, Heidelberg (2004)
O’Shaughnessy, D.: Speech Communications: Human and Machine. IEEE Press, New York (2000)
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Majewski, M., Kacalak, W. (2005). Intelligent Two-Way Speech Communication System Between the Technological Device and the Operator. In: Khosla, R., Howlett, R.J., Jain, L.C. (eds) Knowledge-Based Intelligent Information and Engineering Systems. KES 2005. Lecture Notes in Computer Science(), vol 3683. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11553939_131
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DOI: https://doi.org/10.1007/11553939_131
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-28896-1
Online ISBN: 978-3-540-31990-0
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