Skip to main content

Analysis and Synthesis of Emotional Speech in Spanish for the Chat Domain

A Parametric Approach

  • Conference paper
Advances in Speech and Language Technologies for Iberian Languages

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 8854))

  • 831 Accesses

Abstract

This paper presents the results of the analysis of a set prosodic parameters considered relevant for the expression of emotion in Spanish on a corpus of read aloud chat messages, and explores the application of the obtained results to generate emotional synthetic speech using a novel parametric approach. The obtained results show that the analysed parameters seem to be relevant for the differentiation among the considered emotions, but that its use in parametric synthesis does not offer yet the desired quality level, although better in any case than using corpus-based techniques.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 39.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Navarro, T.: Manual de entonación española. Hispanic Institute on the United States, New York (1944)

    Google Scholar 

  2. Rodríguez, A., Lázaro, P., Montoya, N., Blanco, J.M., Bernadas, D., Oliver, J.M., Longhi, L.: Modelización acústica de la expresión emocional en el español. Procesamiento del Lenguaje Natural 25, 159–166 (1999)

    Google Scholar 

  3. Montero, J.M., Gutiérrez-Arriola, J., Colás, J., Enríquez, E., Pardo, J.M.: Analysis and Modelling of Emotional Speech in Spanish. In: Proceedings of the 14th International Conference of Phonetic Sciences, pp. 957–960 (1999)

    Google Scholar 

  4. Montero, J.M.: Estrategias para la mejora de la naturalidad y la incorporación de variedad emocional a la conversión texto a voz en castellano. Ph. D thesis, ETSI Telecomunicación, UPM (2003)

    Google Scholar 

  5. Martínez, H., Rojas, D.: Prosodia y emociones: datos acústicos, velocidad de habla y percepción de un corpus actuado. Lengua Y Habla 15, 59–72 (2011)

    Google Scholar 

  6. Garrido, J.M.: Análisis de las curvas melódicas del español en habla emotiva simulada. Estudios de Fonética Experimental XX, 205–255 (2011)

    Google Scholar 

  7. Francisco, V., Gervás, P., Hervás, R.: Analisis y síntesis de expresión emocional en cuentos leídos en voz alta. Procesamiento del Lenguaje Natural 35, 293–300 (2005)

    Google Scholar 

  8. Laplaza, Y.: Síntesis del habla con emociones en el dominio de las conversaciones virtuales. Ph D. Thesis. Pompeu Fabra University, Barcelona (2013)

    Google Scholar 

  9. Garrido, J.M., Bofias, E., Laplaza, Y., Marquina, M., Aylett, M., Pidcock, C.: The CEREVOICE speech synthesiser. In: Actas de las V Jornadas de Tecnología del Habla, pp. 126–129 (2008)

    Google Scholar 

  10. Garrido, J.M.: SegProso: A Praat-Based tool for the Automatic Detection and Annotation of Prosodic Boundaries. In: Proceedings of TRASP 2013, pp. 74–77 (2013)

    Google Scholar 

  11. Garrido, J.M.: A Tool for Automatic F0 Stylisation, Annotation and Modelling of Large Corpora. In: Speech Prosody 2010 (2010)

    Google Scholar 

  12. Garrido, J.M.: Modelling Spanish Intonation for Text-to-Speech Applications. Ph.D. Thesis, Universitat Autònoma de Barcelona, Bellaterra (1996)

    Google Scholar 

  13. Garrido, J.M.: La estructura de las curvas melódicas del español: propuesta de modelización. Lingüística Española Actual XXIII(2), 173–209 (2001)

    Google Scholar 

  14. Garrido, J.M.: ModProso: A Praat-Based tool for F0 Prediction and Modification. In: Proceedings of TRASP 2013, pp. 38–41 (2013)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2014 Springer International Publishing Switzerland

About this paper

Cite this paper

Laplaza, Y., Garrido, J.M. (2014). Analysis and Synthesis of Emotional Speech in Spanish for the Chat Domain. In: Navarro Mesa, J.L., et al. Advances in Speech and Language Technologies for Iberian Languages. Lecture Notes in Computer Science(), vol 8854. Springer, Cham. https://doi.org/10.1007/978-3-319-13623-3_1

Download citation

  • DOI: https://doi.org/10.1007/978-3-319-13623-3_1

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-13622-6

  • Online ISBN: 978-3-319-13623-3

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics