Abstract
This paper presents a new analytic method that can be used for analyzing perceptual relevance of unit selection costs and/or their sub-components as well as for automated tuning of the unit selection weights. In particular, configuration options of the method are discussed in detail. A simple guidance on how to leverage the proposed method for the evaluation of a newly designed unit selection cost is also given in the paper. The advantage of using the proposed method is that different unit selection system configurations and tunings can automatically be evaluated without a need to conduct listening tests for each of them.
This is a preview of subscription content, log in via an institution to check access.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
Similar content being viewed by others
References
Hunt, A., Black, A.: Unit selection in a concatenative speech synthesis system using a large speech database. In: ICASSP 1996, Atlanta, Georgia, vol. 1, pp. 373–376 (1996)
Klabbers, E., Veldhuis, R.: Reducing audible spectral discontinuities. IEEE Transactions on Speech and Audio Processing 9, 39–51 (2001)
Vepa, J.: Join cost for unit selection speech synthesis. Ph.D. thesis, University of Edinburgh (2004)
Chen, J.D., Campbell, N.: Objective distance measures for assessing concatenative speech synthesis. In: EUROSPEECH 1999, Budapest, Hungary, pp. 611–614 (1999)
Tihelka, D., Kala, J., Matoušek, J.: Enhancements of Viterbi search for fast unit selection synthesis. In: INTERSPEECH 2010, Makuhari, Japan, pp. 174–177 (2010)
Sakai, S., Kawahara, T., Nakamura, S.: Admissible stopping in Viterbi beam search for unit selection in concatenative speech synthesis. In: ICASSP 2008, Las Vegas, USA, pp. 4613–4616 (2008)
Lu, H., et al.: Automatic error detection for unit selection speech synthesis using log likelihood ratio based SVM classifier. In: INTERSPEECH 2010, Makuhari, Japan, pp. 162–165 (2010)
Matoušek, J., Tihelka, D., Romportl, J.: Current state of Czech text-to-speech system ARTIC. In: Sojka, P., Kopeček, I., Pala, K. (eds.) TSD 2006. LNCS (LNAI), vol. 4188, pp. 439–446. Springer, Heidelberg (2006)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2013 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Legát, M., Tihelka, D., Matoušek, J. (2013). Configuring TTS Evaluation Method Based on Unit Cost Outlier Detection. In: Habernal, I., Matoušek, V. (eds) Text, Speech, and Dialogue. TSD 2013. Lecture Notes in Computer Science(), vol 8082. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-40585-3_23
Download citation
DOI: https://doi.org/10.1007/978-3-642-40585-3_23
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-40584-6
Online ISBN: 978-3-642-40585-3
eBook Packages: Computer ScienceComputer Science (R0)