Emotion recognition using multilayer perceptron and generalized feed forward neural network
K. B. Khanchandani, Moiz Abdul Hussain · Journal of Scientific & Industrial Research · 2009
This paper explores performance analysis of multilayer perceptron neural network (MLPNN) and generalized feed forward neural network (GFFNN) for detection of 7 human emotions (neutral, anger, boredom, disgust, fear, happiness, sadness) using speech signals. Overall accuracy was found as follows: MLPNN, 93%; and GFFNN, 99%.s