Integration of speech recognition and natural language processing in the MIT VOYAGER system

The MIT VOYAGER speech understanding system is an urban exploration and navigation system that interacts with the user through spoken dialogue, text, and graphics. The authors describe recent attempts at improving the integration between the speech recognition and natural language components. They u...

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Hauptverfasser: Zue, V., Glass, J., Goodine, D., Leung, H., Phillips, M., Polifroni, J., Seneff, S.
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container_start_page 713
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creator Zue, V.
Glass, J.
Goodine, D.
Leung, H.
Phillips, M.
Polifroni, J.
Seneff, S.
description The MIT VOYAGER speech understanding system is an urban exploration and navigation system that interacts with the user through spoken dialogue, text, and graphics. The authors describe recent attempts at improving the integration between the speech recognition and natural language components. They used the generation capability of the natural language component to produce a word-pair language model to constrain the recognizer's search space, thus improving the coverage of the overall system. They also implemented a strategy in which the recognizer generates the top N word strings and passes them along to the natural language component for filtering. Results on performance evaluation are presented.< >
doi_str_mv 10.1109/ICASSP.1991.150439
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identifier ISSN: 1520-6149
ispartof [Proceedings] ICASSP 91: 1991 International Conference on Acoustics, Speech, and Signal Processing, 1991, p.713-716 vol.1
issn 1520-6149
2379-190X
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source IEEE Electronic Library (IEL) Conference Proceedings
subjects Automatic testing
Computer science
Glass
Laboratories
Natural language processing
Natural languages
Navigation
Speech processing
Speech recognition
Strontium
title Integration of speech recognition and natural language processing in the MIT VOYAGER system
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