Experiment with Evaluation of Quality of the Synthetic Speech by the GMM Classifier
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F49777513%3A23520%2F13%3A43919429" target="_blank" >RIV/49777513:23520/13:43919429 - isvavai.cz</a>
Result on the web
<a href="http://link.springer.com/chapter/10.1007/978-3-642-40585-3_31" target="_blank" >http://link.springer.com/chapter/10.1007/978-3-642-40585-3_31</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1007/978-3-642-40585-3_31" target="_blank" >10.1007/978-3-642-40585-3_31</a>
Alternative languages
Result language
angličtina
Original language name
Experiment with Evaluation of Quality of the Synthetic Speech by the GMM Classifier
Original language description
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.
Czech name
—
Czech description
—
Classification
Type
D - Article in proceedings
CEP classification
JD - Use of computers, robotics and its application
OECD FORD branch
—
Result continuities
Project
<a href="/en/project/TA01030476" target="_blank" >TA01030476: Intelligent technologies for improving air traffic security</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)
Others
Publication year
2013
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Text, Speech, and Dialogue 16th International Conference, TSD 2013, Pilsen, Czech Republic, September 1-5, 2013. Proceedings
ISBN
978-3-642-40584-6
ISSN
0302-9743
e-ISSN
—
Number of pages
8
Pages from-to
241-248
Publisher name
Springer
Place of publication
Heidelberg
Event location
Plzeň
Event date
Sep 1, 2013
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
—