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Přibil, J. and Přibilová, A. and Matoušek, J. : Experiment with Evaluation of Quality of the Synthetic Speech by the GMM Classifier . Text, Speech and Dialogue, Proceedings of the 16th International Conference TSD 2013, Lecture Notes in Artificial Intelligence, vol. 8082, p. 241-248, Springer, Berlin-Heidelberg, Germany, 2013.

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Abstrakt

This paper describes our experiment with using the Gaussian mixture models (GMM) for evaluation of the speech quality produced by different methods of speech synthesis and parameterization. In addition, the paper analyzes and compares influence of different types of features and different number of mixtures used for GMM evaluation. Finally, the GMM evaluation scores are compared with the results obtained by the conventional listening tests based on the mean opinion score (MOS) evaluations. Results of evaluations obtained by these two ways are in correspondence.

Detail publikace

Název: Experiment with Evaluation of Quality of the Synthetic Speech by the GMM Classifier
Autor: Přibil, J. ; Přibilová, A. ; Matoušek, J.
Název - česky: Experiment s hodnocením kvality syntetické řeči pomocí GMM klasifikátoru
Jazyk publikace: anglicky
Datum vydání: 5.9.2013
Rok vydání: 2013
Typ publikace: Článek z časopisu
Název knihy: Text, Speech and Dialogue, Proceedings of the 16th International Conference TSD 2013
Svazek: Lecture Notes in Artificial Intelligence
Číslo vydání: 8082
Strana: 241 - 248
DOI: 10.1007/978-3-642-40585-3_31
ISSN: 0302-9743
Nakladatel: Springer
Místo vydání: Berlin-Heidelberg, Germany
Datum: 1.9.2013 - 5.9.2013
/ 2014-01-26 22:33:35 /

Klíčová slova

GMM classifier, spectral, prosodic features of speech, synthetic speech evaluation

BibTeX

@INCOLLECTION{PribilJ_2013_Experimentwith,
 author = {P\v{r}ibil, J. and P\v{r}ibilov\'{a}, A. and Matou\v{s}ek, J.},
 title = {Experiment with Evaluation of Quality of the Synthetic Speech by the GMM Classifier},
 year = {2013},
 publisher = {Springer},
 address = {Berlin-Heidelberg, Germany},
 volume = {8082},
 pages = {241-248},
 booktitle = {Text, Speech and Dialogue, Proceedings of the 16th International Conference TSD 2013},
 series = {Lecture Notes in Artificial Intelligence},
 ISSN = {0302-9743},
 doi = {10.1007/978-3-642-40585-3_31},
 url = {http://www.kky.zcu.cz/en/publications/PribilJ_2013_Experimentwith},
}