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Source Language Categorization for improving a Speech into Sign Language Translation System
Cita
Lopez Ludeña, Veronica, San Segundo Hernández, Rubén 
ORCID: https://orcid.org/0000-0001-9659-5464, Lebai Lutfi, Syaheerah Binti, Lucas Cuesta, Juan Manuel, Echeverry Correa, Julian David and Martínez González, Beatriz
(2011).
Source Language Categorization for improving a Speech into Sign Language Translation System.
En: "2nd Workshop on Speech and Language Processing for Assistive Technologies", 30/07/2011 - 30/07/2011, Edimburgo, Escocia, UK. ISBN 978-1-937284-14-5. pp. 84-93.
ORCID: https://orcid.org/0000-0001-9659-5464, Lebai Lutfi, Syaheerah Binti, Lucas Cuesta, Juan Manuel, Echeverry Correa, Julian David and Martínez González, Beatriz
(2011).
Source Language Categorization for improving a Speech into Sign Language Translation System.
En: "2nd Workshop on Speech and Language Processing for Assistive Technologies", 30/07/2011 - 30/07/2011, Edimburgo, Escocia, UK. ISBN 978-1-937284-14-5. pp. 84-93.
Descripción
| Título: | Source Language Categorization for improving a Speech into Sign Language Translation System |
|---|---|
| Autor/es: |
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| Tipo de Documento: | Ponencia en Congreso o Jornada (Artículo) |
| Título del Evento: | 2nd Workshop on Speech and Language Processing for Assistive Technologies |
| Fechas del Evento: | 30/07/2011 - 30/07/2011 |
| Lugar del Evento: | Edimburgo, Escocia, UK |
| Título del Libro: | Proceedings of the 2nd Workshop on Speech and Language Processing for Assistive Technologies |
| Fecha: | 2011 |
| ISBN: | 978-1-937284-14-5 |
| Materias: | |
| ODS: | |
| Escuela: | E.T.S.I. Telecomunicación (UPM) |
| Departamento: | Ingeniería Electrónica |
| Licencias Creative Commons: | Reconocimiento - Sin obra derivada - No comercial |
Resumen
This paper describes a categorization module for improving the performance of a Spanish into Spanish Sign Language (LSE) translation system. This categorization module replaces Spanish words with associated tags. When implementing this module, several alternatives for dealing with non-relevant words have been studied. Non-relevant words are Spanish words not relevant in the translation process. The categorization module has been incorporated into a phrase-based system and a Statistical Finite State Transducer (SFST). The evaluation results reveal that the BLEU has increased from 69.11% to 78.79% for the phrase-based system and from 69.84% to 75.59% for the SFST.
Más información
| ID de Registro: | 13337 |
|---|---|
| Identificador DC: | https://oa.upm.es/13337/ |
| Identificador OAI: | oai:oa.upm.es:13337 |
| Depositado por: | Memoria Investigacion |
| Depositado el: | 28 Nov 2012 08:17 |
| Ultima Modificación: | 21 Abr 2016 12:38 |
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