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Developing Deployable Spoken Language Translation Systems given Limited Resources

Eck, Matthias

Abstract:
Approaches are presented that support the deployment of spoken language translation systems. Newly developed methods allow low cost portability to new language pairs. Proposed translation model pruning techniques achieve a high translation performance even in low memory situations. The named entity and specialty vocabulary coverage, particularly on small and mobile devices, is targeted to an individual user by translation model personalization.

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Volltext §
DOI: 10.5445/IR/1000010682
Cover der Publikation
Zugehörige Institution(en) am KIT Institut für Theoretische Informatik (ITI)
Publikationstyp Hochschulschrift
Publikationsjahr 2008
Sprache Englisch
Identifikator urn:nbn:de:swb:90-106824
KITopen-ID: 1000010682
Verlag Universität Karlsruhe, Karlsruhe
Art der Arbeit Dissertation
Fakultät Fakultät für Informatik (INFORMATIK)
Institut Institut für Theoretische Informatik (ITI)
Prüfungsdaten 07.11.2008
Referent/Betreuer Prof. A. Waibel
Schlagwörter Spoken Language Translation, Low Cost Portability, Mobile Devices
KIT – Die Forschungsuniversität in der Helmholtz-Gemeinschaft
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