DocumentCode
3386056
Title
Using speech analysis techniques for language learning
Author
Petrushin, Valery A.
Author_Institution
Center for Strategic Technol. Res., Accenture, Northbrook, IL, USA
fYear
2001
fDate
2001
Firstpage
129
Lastpage
130
Abstract
This paper presents an overview of speech analysis, visualization and student response evaluation techniques that can be used for learning a foreign language by an adult learner. The general framework for student response evaluation is described. It is based on collecting experimental data about experts´ and novices´ performance and applying machine learning and knowledge management techniques for deriving evaluation rules. Application of the proposed approach to language learning tasks is discussed
Keywords
computer aided instruction; learning (artificial intelligence); linguistics; natural language interfaces; speech processing; adult learner; computer aided instruction; experimental data; foreign language learning; knowledge management; machine learning; speech analysis; student response evaluation; visualization; Data visualization; Education; Feedback; Frequency; Knowledge management; Machine learning; Natural languages; Pathology; Performance evaluation; Speech analysis;
fLanguage
English
Publisher
ieee
Conference_Titel
Advanced Learning Technologies, 2001. Proceedings. IEEE International Conference on
Conference_Location
Madison, WI
Print_ISBN
0-7695-1013-2
Type
conf
DOI
10.1109/ICALT.2001.943877
Filename
943877
Link To Document