2 HMM with different numbers of segments
This experiment was conducted to find the appropriate number of emotional segmentation in utterances. In general, only one emotional state is represented in an utterance. As mentioned in previous section, we allowed an utterance having one to five emotional states as shown in Table 5. According to the previous experiment, the 16 states of HMM and two Gaussian mixtures were selected as the best accuracy parameter for this experiment.