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Learning and Forgetting of Speech Commands in Automotive Environments

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Perception and Interactive Technologies (PIT 2006)

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 4021))

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Abstract

In this paper we deal with learning and forgetting of speech commands in speech dialogue systems. We discuss two mathematical models on learning and four models on forgetting. Furthermore we describe the experiments used to determine the learning and forgetting curve in our environment. These findings are compared to the theoretical models and based on this we deduce the equations that describe learning and forgetting in our automotive environment most adequately.

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References

  1. Hagen, E., Said, T., Eckert, J.: Spracheingabe im neuen BMW 6er. ATZ (2004)

    Google Scholar 

  2. Haller, R.: The Display and Control Concept iDrive - Quick Access to All Driving and Comfort Functions. In: ATZ/MTZ Extra (The New BMW 5-Series), pp. S51–S53 (2003)

    Google Scholar 

  3. Hassel, L., Hagen, E.: Evaluation of a Dialogue System in an Automotive Environment. In: 6th SIGdial Workshop on Discourse and Dialogue, pp. S155–S165 (September 2005), URL: http://www.isca-speech.org/archive/sigdial6/sgd6_155.pdf

  4. Heathcote, A., Brown, S., Mewhort, D.J.K.: The Power Law Repealed: The case for an Exponential Law of Practice. Psychonomic Bulletin and Review 7, S185–S207 (2002)

    Article  Google Scholar 

  5. Komatani, K., Adachi, F., Ueno, S., Kawahara, T., Okuno, H.: Flexible Spoken Dialogue System based on User Models and Dynamic Generation of VoiceXML Scripts. In: 4th SIGdial Workshop on Discourse and Dialogue (2003)

    Google Scholar 

  6. Libuda, L., Kraiss, K.-F.: Dialogassistenz im Kraftfahrzeug. In: 45. Fachausschusssitzung Anthropotechnik der DGLR: Entscheidungsunterstützung für die Fahrzeug- und Prozessführung, pp. S255–S270 (October 2003)

    Google Scholar 

  7. Newell, A., Rosenbloom, P.: Mechanisms of skill acquisition and the law of practice. In: Anderson, J.R. (ed.) Cognitive skills and their acquisition, Erlbaum, Hillsdale (1981)

    Google Scholar 

  8. Rasch, B., Friese, M., Hofmann, W., Naumann, E.: Quantitative Methoden. Springer, Heidelberg (2004)

    Google Scholar 

  9. Rubin, D., Wenzel, A.: One Hundred Years of Forgetting: A Quantitative Description of Retention. Psychological Review 103(4), S734–S760 (1996)

    Article  Google Scholar 

  10. Vollrath, M., Totzke, I.: Möglichkeiten der Nutzung unterschiedlicher Ressourcen für die Fahrer-Fahrzeug-Interaktion. In: Der Fahrer im 21. Jahrhundert, VDI-Verlag, Düsseldorf (2003)

    Google Scholar 

  11. Wirth, T.: Die magische Zahl 7 und die Gedächtnisspanne (2002), URL: http://www.kommdesign.de/texte/gedaechtnisspanne.htm

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© 2006 Springer-Verlag Berlin Heidelberg

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Hof, A., Hagen, E. (2006). Learning and Forgetting of Speech Commands in Automotive Environments. In: André, E., Dybkjær, L., Minker, W., Neumann, H., Weber, M. (eds) Perception and Interactive Technologies. PIT 2006. Lecture Notes in Computer Science(), vol 4021. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11768029_10

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  • DOI: https://doi.org/10.1007/11768029_10

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-34743-9

  • Online ISBN: 978-3-540-34744-6

  • eBook Packages: Computer ScienceComputer Science (R0)

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