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In the case of the AIBO database, we obtain a balanced recall on each of the individual emotion classes using this hierarchical structure.
The proposed structure maps an input speech utterance into one of the multiple emotion classes through subsequent layers of binary classifications.
The same emotion classes were used in [4].
The four main emotion classes of Thayer's model were used as the emotion model in [3].
As a final experiment, we used the emotion primitives to classify emotion classes.
The target consists of a 5D binary vector coding one of the five possible emotion classes.
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Figure 2 The number of utterances for each emotion class.
Figure 3 The distribution of utterances over speakers for each emotion class.
These different score values can bring about an error in evaluation of the gender type or the emotion class.
It is documented in Figure15 the emotion class was evaluated wrong in all cases, when the gender type was set badly.
An average of 9 evaluations for each display of emotion, and 37 for each emotion class were collected for this pilot study.
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