Speech emotion classification using SVM and MLP on prosodic and voice quality features

• Main Authors: Idris, Inshirah, Salam, Md. Sah, Sunar, Mohd. Shahrizal
• Format: Conference or Workshop Item
• Language: English
• Published: 2014
• Subjects: QA75 Electronic computers. Computer science
• Online Access: http://eprints.utm.my/id/eprint/60958/1/MdSahSalam2014_SpeechEmotionClassificationusingSVM.pdf; http://eprints.utm.my/id/eprint/60958/

In this paper comparisons emotion classification between Support Vector Machine (SVM) and Multi Layer Perception (MLP) Neural Network using prosodic and voice quality features extracted from Berlin Emotional Database are reported. The features were extracted using PRAAT tools while WEKA tool was us...