Journal
NEURAL COMPUTING & APPLICATIONS
Volume 9, Issue 4, Pages 290-296Publisher
SPRINGER
DOI: 10.1007/s005210070006
Keywords
context independence; emotion recognition; neural networks; speaker independent; speech
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Emotion recognition in speech is a topic on which little research has been done to-date, In this paper we discuss why emotion recognition in speech is a significant and applicable research topic, and present a system for emotion recognition using one-class-in-one neural networks. By using a large database of phoneme balanced words, our system is speaker- and context-independent. We achieve a recognition rate of approximately 50% when testing eight emotions.
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