Classification of Prosodic Phrases by Using HMMs
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F49777513%3A23520%2F15%3A43926395" target="_blank" >RIV/49777513:23520/15:43926395 - isvavai.cz</a>
Result on the web
<a href="http://link.springer.com/chapter/10.1007%2F978-3-319-24033-6_56" target="_blank" >http://link.springer.com/chapter/10.1007%2F978-3-319-24033-6_56</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1007/978-3-319-24033-6_56" target="_blank" >10.1007/978-3-319-24033-6_56</a>
Alternative languages
Result language
angličtina
Original language name
Classification of Prosodic Phrases by Using HMMs
Original language description
In this paper, we present a new approach for classification of phrase types. It is based on utilization of context-dependent hidden Markov models that consider the phonetic, prosodic and linguistic context. The classification is performed by forced-alignment for particular phrase types and selection of the type with the best alignment score. Experiments were performed on 2 large speech corpora. The classification results were successfully verified by a listening test. The speech corpora with corrected prosodemes were used in a unit selection speech synthesis framework. Another listening test confirmed that the prosody of particular phrases improved in comparison with the baseline system.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
—
OECD FORD branch
20205 - Automation and control systems
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
2015
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, 18th International Conference, TSD 2015, Pilsen, Czech Republic, September 14-17, 2015. Proceedings
ISBN
978-3-319-24032-9
ISSN
0302-9743
e-ISSN
—
Number of pages
9
Pages from-to
497-505
Publisher name
Springer
Place of publication
Berlin
Event location
Pilsen, Czech republic
Event date
Sep 14, 2015
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
000365947800056