Topic modeling in fringe word prediction for AAC

Word prediction can be used for enhancing the communication ability of persons with speech and language impairments. In this work, we explore two methods of adapting a language model to the topic of conversation, and apply these methods to the prediction of fringe words. Keywords Word prediction, keystroke savings, alternative and augmentative communication (AAC), topic modeling, language modeling

• Type: Conference
• Year: 2006
• Where: IUI
• Authors: Keith Trnka, Debra Yarrington, Kathleen F. McCoy, Christopher A. Pennington
• Keywords: IUI 2006, Keywords Word Prediction, Language Impairments, Software Engineering, Word Prediction