Arabic ASR and MT Integration for GALE

In this paper we describe our work in machine translation of Arabic speech into English. This work was done within the context of the GALE research program. We describe several integration techniques between our ASR and MT system. Our initial results suggest that tighter coupling between ASR and MT...

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Hauptverfasser:	Al-Onaizan, Y., Mangu, L.
Format:	Tagungsbericht
Sprache:	eng
Schlagworte:	Arabic Spoken Language Translation Automatic speech recognition Broadcasting Cost function Decoding Europe GALE Translation System Gaussian processes Natural languages Speech recognition Speech Translation Statistical Machine Translation Surface-mount technology Vocabulary
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Beschreibung
Zusammenfassung:	In this paper we describe our work in machine translation of Arabic speech into English. This work was done within the context of the GALE research program. We describe several integration techniques between our ASR and MT system. Our initial results suggest that tighter coupling between ASR and MT system improves the translation quality of speech input. We explore the effect of each integration technique on the overall system.
ISSN:	1520-6149 2379-190X
DOI:	10.1109/ICASSP.2007.367312