Emotional Style Conversion in the TTS System with Cepstral Description | SpringerLink
Skip to main content

Emotional Style Conversion in the TTS System with Cepstral Description

  • Conference paper
Verbal and Nonverbal Communication Behaviours

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 4775))

Abstract

This contribution describes experiments with emotional style conversion performed on the utterances produced by the Czech and Slovak text-to-speech (TTS) system with cepstral description and basic prosody generated by rules. Emotional style conversion was realized as post-processing of the TTS output speech signal, and as a real-time implementation into the system. Emotional style prototypes representing three emotional states (sad, angry, and joyous) were obtained from the sentences with the same information content. The problem with the different frame length between the prototype and the target utterance was solved by linear time scale mapping (LTSM). The results were evaluated by a listening test of the resynthetized utterances.

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

Access this chapter

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

Similar content being viewed by others

References

  1. Přibilová, A., Přibil, J.: Non-linear Frequency Scale Mapping for Voice Conversion in Text-to-Speech System with Cepstral Description. Speech Communication 48, 1691–1703 (2006)

    Article  Google Scholar 

  2. Murray, I.R., Arnott, J.L., Rohwer, E.A.: Emotional Stress in Synthetic Speech: Progress and Future Directions. Speech Communication 20, 85–91 (1996)

    Article  Google Scholar 

  3. Vlčková-Mejvaldová, J.: Prosodic Changes in Emotional Speech. In: Vích, R. (ed.) Proc. of the 16th Conference Electronic Speech Signal Processing Joined with the 15th Czech-German Workshop Speech Processing, Prague, pp. 38–45 (2005)

    Google Scholar 

  4. Huang, X., Acero, A., Hon, H.-W.: Spoken Language Processing: A Guide to Theory, Algorithm, and System Development. Prentice Hall, New Jersey (2001)

    Google Scholar 

  5. Murray, I.R., Arnott, J.L.: Implementation and Testing of a System for Producing Emotion-by-Rule in Synthetic Speech. Speech Communication 16, 369–390 (1995)

    Article  Google Scholar 

  6. Iida, A., Campbell, N., Higuchi, F., Yasumura, M.: A Corpus-Based Speech Synthesis System with Emotion. Speech Communication 40, 161–187 (2003)

    Article  MATH  Google Scholar 

  7. Navas, E., Hernáez, I., Luengo, I.: An Objective and Subjective Study of the Role of Semantics and Prosodic Features in Building Corpora for Emotional TTS. IEEE Transactions on Audio, Speech, and Language Processing 14, 1117–1127 (2006)

    Article  Google Scholar 

  8. Přibil, J., Přibilová, A.: Czech TTS Engine for BraillePen Device Based on Pocket PC Platform. In: Vích, R. (ed.) Proc. of the 16th Conf. Electronic Speech Signal Processing Joined with the 15th Czech-German Workshop Speech Processing, Prague, pp. 402–408 (2005)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Anna Esposito Marcos Faundez-Zanuy Eric Keller Maria Marinaro

Rights and permissions

Reprints and permissions

Copyright information

© 2007 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Přibil, J., Přibilová, A. (2007). Emotional Style Conversion in the TTS System with Cepstral Description. In: Esposito, A., Faundez-Zanuy, M., Keller, E., Marinaro, M. (eds) Verbal and Nonverbal Communication Behaviours. Lecture Notes in Computer Science(), vol 4775. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-76442-7_6

Download citation

  • DOI: https://doi.org/10.1007/978-3-540-76442-7_6

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-76441-0

  • Online ISBN: 978-3-540-76442-7

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics