PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

Speech Dasher: Fast Writing using Speech and Gaze
Keith Vertanen and David J.C. MacKay
In: CHI '10: Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, 10-15 Apr 2010, Atlanta, USA.

Abstract

Speech Dasher allows writing using a combination of speech and a zooming interface. Users first speak what they want to write and then they navigate through the space of recognition hypotheses to correct any errors. Speech Dasher's model combines information from a speech recognizer, from the user, and from a letter-based language model. This allows fast writing of anything predicted by the recognizer while also providing seamless fallback to letter-by-letter spelling for words not in the recognizer's predictions. In a formative user study, expert users wrote at 40 (corrected) words per minute. They did this despite a recognition word error rate of 22%. Furthermore, they did this using only speech and the direction of their gaze (obtained via an eye tracker).

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EPrint Type:Conference or Workshop Item (Paper)
Project Keyword:Project Keyword UNSPECIFIED
Subjects:Natural Language Processing
Speech
Multimodal Integration
ID Code:5962
Deposited By:Keith Vertanen
Deposited On:08 March 2010