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VoiceUNL: A Semantic Representation of Emotions Within Universal Networking Language Formalism Based on a Dialogue Corpus Analysis

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Part of the book series: Lecture Notes in Computer Science ((LNTCS,volume 3406))

Abstract

The paper aims to propose a semantic representation of emotions for oral dialogues, based on an analysis of real-life conversations, telephone messages and recorded TV programmes, for the purposes of a speech to speech machine translation. Lexicon and phatics are one of important emotion eliciting factors as well as gestures, prosody and voice tone in oral dialogues. So, the semantic representation is made in a way where these factors are taken into account at the same time. Also, it’s done within Universal Networking Language (UNL) formalism, where UW (universal word) plays an important role.

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References

  1. Lingtour, C.G.: Project Brochure, Lingtour, Paris (2003)

    Google Scholar 

  2. GETA-CLIPS-IMAG, French deconverter (2000)

    Google Scholar 

  3. Scherer, K.R.: Psychological models of emotion. In: Borod, J. (ed.) The neuropsychology of emotion. Oxford/NewYork University Press (2000)

    Google Scholar 

  4. UNL Center and UNL Foundation, The Universal Networking Language(UNL) Specification (Version 3 edition 1), Japan (2002)

    Google Scholar 

  5. TV programmes on the 5th of October, ‘Victor’, Arte (2003)

    Google Scholar 

  6. Holzman Lars, E., Pottenger William, M.: Classification of Emotions in Internet Chat: An Application of Machine Learning Using Speech Phonems (2003)

    Google Scholar 

  7. Fitrianie, S., Wiggers, P., Leon, J.M., Rothkrantz, L.: A Multi-Modal Using Natural Language Processing and Emotion Recognition. In: Matoušek, V., Mautner, P. (eds.) TSD 2003. LNCS (LNAI), vol. 2807, pp. 394–399. Springer, Heidelberg (2003)

    Chapter  Google Scholar 

  8. Randall, R.D.: The nature and Structure of Emotions, U.S.Military Academy, USA (1998), http://neologic.net/rd/Papers/EM-DEF19.html

  9. Ortony, A., Clore, G.L., Collins, A.: The Cognitive Structure of Emotions, Cambridge (1990)

    Google Scholar 

  10. Plutchik, R.: The nature of emotions. American Scientist 89, 344 (2001)

    Google Scholar 

  11. Ekman, P.: Emotions Revealed: Recognizing Faces and Feelings to Improve Communication and Emotional Life, Times Book, USA (2003)

    Google Scholar 

  12. Corpus DialAdmin, Document CLIPS, Grenoble (2003)

    Google Scholar 

  13. Corpus Hotline CHRU, Document CLIPS, Grenoble (2003)

    Google Scholar 

  14. Boersma, P., Weenink, D.: Praat: doing phonetics by computer (version 4.1), Institute of Phonetics Science, University of Amsterdam (2003), http://www.fon.hum.uva.nl/praat/

  15. W3C, Speech Synthesis Markup Language Version 1.0, W3C Working Draft 02 (2002), http://w3.org/TR/2002/WD-speech-synthesis-20021202 , W3C, Semantic Interpretation for Speech Recognition, W3C Working Draft 02 (2003), http://w3.org/TR/2003/WD-semantic-interpretation-20030401

  16. Koenen, P.R. (ed.): MPEG-4 Overview (1999), http://mpeg.telecomitalialab.com/standards/mpeg-4.html

  17. Tomokiyo, M.: Analyse discursive de dialogues oraux en français, japonais et anglais, Septentrion, Lille (2001)

    Google Scholar 

  18. Seligman, M., Tomokiyo, M., Fais, L.: A Bilingual Set of Communicative Acts Labels for Spontaneous Dialogues, Rap. ATR, TR-IT-161, Japan (1996)

    Google Scholar 

  19. Hasida K.: The GDA Tag Set (version 0.68) (2003), http://i-content.org/gda/tagman.html (version 0,71)

  20. Tsai, W.J.: UNL news (2003), http://www-clips.imag.fr/geta/User/wang-ju.tsai/showunl.html

  21. Tomokiyo, M., Chollet, G.: VoiceUNL: a proposal to represent speech control mechanisms within the Universal Networking Digital Language. In: International Conference on the Convergence of Knowledge, Culture, Language and Information Technologies, Egypt (2003)

    Google Scholar 

  22. Caelen-Haumont, G., Bel, B.: Subjectivité et émotion dans la prosodie de parole et du chat: espace, coordonnées et paramètres. In: Colloque international Emotions, Interactions & Développement, Grenoble, juin 28-29 (2001); In: Coletta, J.-M., Tcherkassof, A. (eds.) Perspectives actuelles sur les émotions. Cognition, langage et développement. Hayen, Mardaga (2002)

    Google Scholar 

  23. Sérasset, G., Boitet, Ch.: UNL-French deconversion as transfer & generation from an interlingua with possible quality enhancement through offline human interaction. In: MT-SUMMIT VII, Singapore (1999)

    Google Scholar 

  24. HUMAINE, HUMAINE Technical Annex (2004), http://emotion-research.net/

  25. Corpus TRANSPORT: Basic conversations on transport in English, French, Japanese and Chinese, CLIPS (2004)

    Google Scholar 

  26. Tsai, W.: UNL news (2003), http://www-clips.imag.fr/geta/User/wang-ju.tsai/showunl.html

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Tomokiyo, M., Chollet, G. (2005). VoiceUNL: A Semantic Representation of Emotions Within Universal Networking Language Formalism Based on a Dialogue Corpus Analysis. In: Gelbukh, A. (eds) Computational Linguistics and Intelligent Text Processing. CICLing 2005. Lecture Notes in Computer Science, vol 3406. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-30586-6_49

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  • DOI: https://doi.org/10.1007/978-3-540-30586-6_49

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-24523-0

  • Online ISBN: 978-3-540-30586-6

  • eBook Packages: Computer ScienceComputer Science (R0)

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