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            <title>Proceedings of the Fourth International Workshop on Spoken Language Translation</title>
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    <abstract>The goal of this work is to improve current translation models by taking into account additional knowledge sources such as semantically motivated segmentation or statistical categorization. Specifically, two different approaches are discussed. On the one hand, phrase-based approach, and on the other hand, categorization. For both approaches, both statistical and linguistic alternatives are explored. As for translation framework, finite-state transducers are considered. These are versatile models that can be easily integrated on-the-fly with acoustic models for speech translation purposes. In what the experimental framework concerns, all the models presented were evaluated and compared taking confidence intervals into account.</abstract>
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%0 Conference Proceedings
%T A comparison of linguistically and statistically enhanced models for speech-to-speech machine translation
%A Pérez, Alicia
%A Guijarrubia, Víctor
%A Justo, Raquel
%A Torres, M. Inés
%A Casacuberta, Francisco
%S Proceedings of the Fourth International Workshop on Spoken Language Translation
%D 2007
%8 oct 15 16
%C Trento, Italy
%F perez-etal-2007-comparison
%X The goal of this work is to improve current translation models by taking into account additional knowledge sources such as semantically motivated segmentation or statistical categorization. Specifically, two different approaches are discussed. On the one hand, phrase-based approach, and on the other hand, categorization. For both approaches, both statistical and linguistic alternatives are explored. As for translation framework, finite-state transducers are considered. These are versatile models that can be easily integrated on-the-fly with acoustic models for speech translation purposes. In what the experimental framework concerns, all the models presented were evaluated and compared taking confidence intervals into account.
%U https://aclanthology.org/2007.iwslt-1.2

Markdown (Informal)

[A comparison of linguistically and statistically enhanced models for speech-to-speech machine translation](https://aclanthology.org/2007.iwslt-1.2) (Pérez et al., IWSLT 2007)

• A comparison of linguistically and statistically enhanced models for speech-to-speech machine translation (Pérez et al., IWSLT 2007)

ACL

• Alicia Pérez, Víctor Guijarrubia, Raquel Justo, M. Inés Torres, and Francisco Casacuberta. 2007. A comparison of linguistically and statistically enhanced models for speech-to-speech machine translation. In Proceedings of the Fourth International Workshop on Spoken Language Translation, Trento, Italy.