2007 · 39 citations · 6 references
EducationCommunicationSpeech-language PathologyAssistive TechnologyCommunication DisordersMachine LearningAlternative CommunicationAlternative Communication SystemsAugmentative CommunicationCommunication AidsCommunication RehabilitationSpeech RecognitionAac InterventionAlternative Communication DevicesAlternative Communication InterventionAssistive Communication TechnologyAugmentative Communication DevicesCommunication Rate EnhancementUser Study Evaluation
Individuals using an Augmentative and Alternative Communication (AAC) device communicate at less than 10% of the speed of "traditional" speech, creating a large communication gap. In this user study, we compare the communication rate of pseudo-impaired individuals using two different word prediction algorithms and a system without word prediction. Our results show that word prediction can increase AAC communication rate and that more accurate predictions significantly improve communication rate.
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Semantic knowledge in word completion
Jianhua Li, Graeme Hirst · 2005 · 47 citations
Computing, Computer Science, English +16
Topic modeling in fringe word prediction for AAC
Keith Trnka, Debra Yarrington, Kathleen McCoy et al. · 2006 · 42 citations