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Intelligent Natural Language Processing

  • Wojciech Kacalak
  • Keith Douglas Stuart
  • Maciej Majewski
Part of the Lecture Notes in Computer Science book series (LNCS, volume 4221)

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.

Keywords

Speech Recognition Voice Command Syntax Analysis Natural Language Interface Speech Command 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.

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References

  1. 1.
    Majewski, M., Kacalak, W., Douglas Stuart, K.: Selected Problems of Intelligent Natural Language Processing. In: 7th International Conference on Computing CORE2006, Mexico (2006), International Journal of Research on Computing ScienceGoogle Scholar
  2. 2.
    Majewski, M., Kacalak, W., Douglas Stuart, K., Cuesta, D.: Selected Problems of Recognition and Evaluation of Natural Language Commands. In: 7th Int. Conf. CORE 2006, Mexico (2006), Int. Journal of Research on Computing ScienceGoogle Scholar
  3. 3.
    Majewski, M., Kacalak, W.: Automatic Recognition and Evaluation of Natural Language Commands. In: Wang, J., Yi, Z., Żurada, J.M., Lu, B.-L., Yin, H. (eds.) ISNN 2006. LNCS, vol. 3973, pp. 1155–1160. Springer, Heidelberg (2006)CrossRefGoogle Scholar
  4. 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)CrossRefGoogle Scholar
  5. 5.
    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)Google Scholar
  6. 6.
    Majewski, M., Kacalak, W.: Intelligent Human-Machine Voice Communication System. Engineering Mechanics International Journal 12(3), 193–200 (2005)Google Scholar
  7. 7.
    Majewski, M., Kacalak, W.: Intelligent Layer of Human-Machine Voice Communication. In: Khosla, R., Howlett, R.J., Jain, L.C. (eds.) KES 2005. LNCS (LNAI), vol. 3683, pp. 930–936. Springer, Heidelberg (2005)CrossRefGoogle Scholar
  8. 8.
    Majewski, M., Kacalak, W.: Intelligent Human-Machine Speech Communication System. In: International Conference on Intelligent Computing ICIC 2005, Hefei Anhui, China, pp. 3441–3450 (2005)Google Scholar
  9. 9.
    O’Shaughnessy, D.: Speech Communications: Human and Machine. IEEE Press, New York (2000)MATHGoogle Scholar

Copyright information

© Springer-Verlag Berlin Heidelberg 2006

Authors and Affiliations

  • Wojciech Kacalak
    • 1
  • Keith Douglas Stuart
    • 2
  • Maciej Majewski
    • 1
  1. 1.Department of Mechanical EngineeringTechnical University of KoszalinKoszalinPoland
  2. 2.Department of Applied LinguisticsPolytechnic University of ValenciaValenciaSpain

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