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E-learning System Based on Neural Networks.
- Source :
-
World Congress on Engineering 2007 (Volume 1) . 2007, p227-231. 5p. - Publication Year :
- 2007
-
Abstract
- Although the current E-Learning systems have many merits, many of them only treat advanced information technology as simple communication tools, and release some learning contents and exercises in the network. In this paper, a one-class-in-one network for emotion recognition system in E-learning is proposed and implemented in the paper. Using a large database of phoneme-balanced Chinese words read by speakers consciously trying to portray an emotion, we trained and tested this module. We achieved a recognition rate of approximately 55%. The results obtained in this study demonstrate that emotion recognition in speech is feasible, and that neural networks are well suited for this task. [ABSTRACT FROM AUTHOR]
Details
- Language :
- English
- ISBNs :
- 9789889867157
- Database :
- Academic Search Index
- Journal :
- World Congress on Engineering 2007 (Volume 1)
- Publication Type :
- Book
- Accession number :
- 32040386