Title :
Experimenting natural-language dictation with a 20000-word speech recognizer
Author :
Alto, P. ; Brandetti, M. ; Ferretti, M. ; Maltese, G. ; Scarci, S.
Author_Institution :
IBM Rome Sci. Center, Italy
Abstract :
The authors describe a newly developed real-time large-vocabulary speech recognizer for the Italian language and some preliminary experiments on its usage. Some of these experiments are aimed at evaluating voice versus keyboard as a means for entry and editing of texts. The experiments made use of a dictating-machine prototype for the Italian language, which recognizes in real time natural-language sentences built from a 20000-word vocabulary. A voice-activated editor was developed to allow the user to create, revise, file, and print documents. It is found that large-vocabulary speech recognition can offer a very competitive alternative to traditional text entry. It is likely to be well accepted even by users who have a large experience in keyboard text editing. The study has already suggested possible improvements to the man-machine interface of the current speech recognizer
Keywords :
man-machine systems; natural languages; speech recognition; user interfaces; Italian language; dictating-machine prototype; man-machine interface; natural-language dictation; real-time large-vocabulary speech recognizer; voice-activated editor; Background noise; Decoding; Hidden Markov models; Human factors; Keyboards; Natural languages; Prototypes; Speech recognition; Text recognition; Vocabulary;
Conference_Titel :
CompEuro '89., 'VLSI and Computer Peripherals. VLSI and Microelectronic Applications in Intelligent Peripherals and their Interconnection Networks', Proceedings.
Conference_Location :
Hamburg
Print_ISBN :
0-8186-1940-6
DOI :
10.1109/CMPEUR.1989.93377