Title :
Real-time telephone-based speech recognition in the Jupiter domain
Author :
Glass, James R. ; Hazen, Timothy J. ; Hetherington, I.L.
Author_Institution :
Lab. for Comput. Sci., MIT, Cambridge, MA, USA
Abstract :
This paper describes our experiences with developing a real-time telephone-based speech recognizer as part of a conversational system in the weather information domain. This system has been used to collect spontaneous speech data which has proven to be extremely valuable for research in a number of different areas. After describing the corpus we have collected, we describe the development of the recognizer vocabulary, pronunciations, language and acoustic models for this system, the new weighted finite-state transducer-based lexical access component, and report on the current performance of the recognizer under several different conditions. We also analyze recognition latency to verify that the system performs in real-time
Keywords :
atmospheric techniques; geophysics computing; meteorology; real-time systems; speech recognition; telephony; Jupiter domain; acoustic models; conversational system; corpus; language; lexical access component; performance; pronunciations; real-time telephone-based speech recognition; recognition latency; recognizer vocabulary; research; spontaneous speech data collection; weather information; weighted finite-state transducer; Error analysis; Glass; Information systems; Jupiter; Loudspeakers; Natural languages; Robustness; Speech recognition; Vocabulary; Weather forecasting;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1999. Proceedings., 1999 IEEE International Conference on
Conference_Location :
Phoenix, AZ
Print_ISBN :
0-7803-5041-3
DOI :
10.1109/ICASSP.1999.758062