DocumentCode
454615
Title
Statistical Phrase-Based Speech Translation
Author
Mathias, Lambert ; Byrne, William
Author_Institution
Center for Language & Speech Process., Johns Hopkins Univ.
Volume
1
fYear
2006
fDate
14-19 May 2006
Abstract
A generative statistical model of speech-to-text translation is developed as an extension of existing models of phrase-based text translation. Speech is translated by mapping ASR word lattices to lattices of phrase sequences which are then translated using operations developed for text translation. Performance is reported on Chinese to English translation of Mandarin Broadcast News
Keywords
language translation; speech recognition; statistics; ASR word lattices; Mandarin Broadcast News; automatic speech recognition; phrase sequences; phrase-based text translation; speech-to-text translation; statistical phrase-based speech translation; Automatic speech recognition; Broadcasting; Hidden Markov models; Information processing; Lattices; Natural languages; Speech processing; Surface-mount technology; Time to market; Vocabulary;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech and Signal Processing, 2006. ICASSP 2006 Proceedings. 2006 IEEE International Conference on
Conference_Location
Toulouse
ISSN
1520-6149
Print_ISBN
1-4244-0469-X
Type
conf
DOI
10.1109/ICASSP.2006.1660082
Filename
1660082
Link To Document