The Application of Natural Language Processing to Augmentative and Alternative Communication

被引：28
作者：
Higginbotham, D. Jeffery [1 ]
Lesher, Gregory W.
Moulton, Bryan J.
Roark, Brian [2 ]
机构：
[1] SUNY Buffalo, Dept Commun Disorders & Sci, Ctr Excellence Augmented Commun, Buffalo, NY 14214 USA
[2] Oregon Hlth & Sci Univ, Ctr Spoken Language Understanding, Portland, OR 97201 USA
来源：
ASSISTIVE TECHNOLOGY | 2012年 / 24卷 / 01期
关键词：
natural language processing; NLP; augmentative and alternative communication; AAC; communication aids; word prediction; SPEECH RECOGNITION; AAC;
D O I：
10.1080/10400435.2011.648714
中图分类号：
R49 [康复医学];
学科分类号：
100215 ;
摘要：
Significant progress has been made in the application of natural language processing (NLP) to augmentative and alternative communication (AAC), particularly in the areas of interface design and word prediction. This article will survey the current state-of-the-science of NLP in AAC and discuss its future applications for the development of next generation of AAC technology.
引用
收藏
页码：14 / 24
页数：11
相关论文
共 53 条
[1]  
[Anonymous], 2002, P RESNA 2002 ANN C
[2]   AAC for adults with acquired neurological conditions: A review [J].
Beukelman, David R. ;
Fager, Susan ;
Ball, Laura ;
Dietz, Aimee .
AUGMENTATIVE AND ALTERNATIVE COMMUNICATION, 2007, 23 (03) :230-242
[3]  
Biber D., 1991, Variation across Speech and Writing
[4]  
Biber D., 1998, CORPUS LINGUISTICS
[5]   Latent Dirichlet allocation [J].
Blei, DM ;
Ng, AY ;
Jordan, MI .
JOURNAL OF MACHINE LEARNING RESEARCH, 2003, 3 (4-5) :993-1022
[6]  
Blitzer J., 2006, P C EMPIRICAL METHOD, P120, DOI DOI 10.3115/1610075.1610094
[7]   Communication in times of natural or man-made emergencies: the potential of speech-generating devices [J].
Bryen, Diane Nelson .
INTERNATIONAL JOURNAL OF EMERGENCY MANAGEMENT, 2010, 7 (01) :17-27
[8]  
Davis A., 2003, Conference on Universal Usability, P106
[9]   Enhancing AAC connections with the world [J].
Deruyter, Frank ;
McNaughton, David ;
Caves, Kevin ;
Bryen, Diane Nelson ;
Williams, Michael B. .
AUGMENTATIVE AND ALTERNATIVE COMMUNICATION, 2007, 23 (03) :258-270
[10]   Evaluation of a Speech Recognition Prototype for Speakers with Moderate and Severe Dysarthria: A Preliminary Report [J].
Fager, Susan K. ;
Beukelman, David R. ;
Jakobs, Tom ;
Hosom, John-Paul .
AUGMENTATIVE AND ALTERNATIVE COMMUNICATION, 2010, 26 (04) :267-277
123456