A New Fuzzy Cognitive Map Learning Algorithm for Speech Emotion Recognition

Table 6

Recognition results on EMO-DB (%).

Feature	Emotion				Average accuracy
	Anger	Happiness	Sadness	Boredom
HMTC	88.46	41.67	85.00	74.07	72.16
Prosodic	80.77	37.50	65.00	66.67	62.89
Formant	65.38	50.00	85.00	55.56	62.89
Prosodic + formant	73.08	79.17	80.00	66.67	74.23
HMTC + prosodic + formant	84.62	54.17	90.00	98.11	85.37