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Intelligent System for Automatic Recognition and Evaluation of Speech Commands

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Neural Information Processing (ICONIP 2006)

Part of the book series: Lecture Notes in Computer Science ((LNTCS,volume 4232))

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Abstract

In this paper, a natural language interface is presented which consists of the intelligent mechanisms of human identification, speech recognition, word and command recognition, command syntax and result analysis, command safety assessment, technological process supervision as well as human reaction assessment. In this paper, a review is carried out of selected issues with regards to recognition of speech 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 up of a few layers of neurons. The paper presents research results of speech recognition and automatic recognition of commands in natural language using artificial neural networks.

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References

  1. Majewski, M., Kacalak, W.: Intelligent Two-Way Speech Communication System between the Technological Device and the Operator. In: Artificial Neural Networks in Engineering ANNIE 2005, St. Louis, pp. 841–850. ASME Press, New York (2005)

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  4. Majewski, M., Kacalak, W.: Natural Language Human-Machine Interface using Artificial Neural Networks. In: Wang, J., Yi, Z., Żurada, J.M., Lu, B.-L., Yin, H. (eds.) ISNN 2006. LNCS, vol. 3973, pp. 1161–1166. Springer, Heidelberg (2006)

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© 2006 Springer-Verlag Berlin Heidelberg

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Kacalak, W., Majewski, M. (2006). Intelligent System for Automatic Recognition and Evaluation of Speech Commands. In: King, I., Wang, J., Chan, LW., Wang, D. (eds) Neural Information Processing. ICONIP 2006. Lecture Notes in Computer Science, vol 4232. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11893028_34

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  • DOI: https://doi.org/10.1007/11893028_34

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-46479-2

  • Online ISBN: 978-3-540-46480-8

  • eBook Packages: Computer ScienceComputer Science (R0)

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