Argentine Spanish segmental duration prediction
In this paper we model the segmental duration of Spanish spoken in Buenos Aires, considering its application in a text-to-speech system. The work was performed on two hand labeled databases. We use artificial neural networks as predictor, and all the input features can be extracted automatically fro...
Autores principales: | , |
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Formato: | Objeto de conferencia |
Lenguaje: | Inglés |
Publicado: |
2012
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Acceso en línea: | http://sedici.unlp.edu.ar/handle/10915/123916 https://41jaiio.sadio.org.ar/sites/default/files/14_AST_2012.pdf |
Aporte de: |
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I19-R120-10915-123916 |
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record_format |
dspace |
institution |
Universidad Nacional de La Plata |
institution_str |
I-19 |
repository_str |
R-120 |
collection |
SEDICI (UNLP) |
language |
Inglés |
topic |
Ciencias Informáticas Phone duration prediction Prosody prediction Text-To-Speech |
spellingShingle |
Ciencias Informáticas Phone duration prediction Prosody prediction Text-To-Speech Torres, H. M. Gurlekian, J. A. Argentine Spanish segmental duration prediction |
topic_facet |
Ciencias Informáticas Phone duration prediction Prosody prediction Text-To-Speech |
description |
In this paper we model the segmental duration of Spanish spoken in Buenos Aires, considering its application in a text-to-speech system. The work was performed on two hand labeled databases. We use artificial neural networks as predictor, and all the input features can be extracted automatically from the speech text. We experimented with a neural network for all phonemes and one neural network for phoneme. In both cases the results are very promising for the two databases used. The order of importance of input features revealed to be different for each of the methods tested and different according to the speaker style. |
format |
Objeto de conferencia Objeto de conferencia |
author |
Torres, H. M. Gurlekian, J. A. |
author_facet |
Torres, H. M. Gurlekian, J. A. |
author_sort |
Torres, H. M. |
title |
Argentine Spanish segmental duration prediction |
title_short |
Argentine Spanish segmental duration prediction |
title_full |
Argentine Spanish segmental duration prediction |
title_fullStr |
Argentine Spanish segmental duration prediction |
title_full_unstemmed |
Argentine Spanish segmental duration prediction |
title_sort |
argentine spanish segmental duration prediction |
publishDate |
2012 |
url |
http://sedici.unlp.edu.ar/handle/10915/123916 https://41jaiio.sadio.org.ar/sites/default/files/14_AST_2012.pdf |
work_keys_str_mv |
AT torreshm argentinespanishsegmentaldurationprediction AT gurlekianja argentinespanishsegmentaldurationprediction |
bdutipo_str |
Repositorios |
_version_ |
1764820450522693634 |