Title :
Using speech analysis techniques for language learning
Author :
Petrushin, Valery A.
Author_Institution :
Center for Strategic Technol. Res., Accenture, Northbrook, IL, USA
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;
Conference_Titel :
Advanced Learning Technologies, 2001. Proceedings. IEEE International Conference on
Conference_Location :
Madison, WI
Print_ISBN :
0-7695-1013-2
DOI :
10.1109/ICALT.2001.943877