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Speech emotion detection aims to recognize the classification of each emotional event in a continuous speech, and to pinpoint their onset and offset time. Although there is extensive research on emotion recognition, the research about detection is relatively less. In this paper, we propose a novel model for speech emotion detection using the slidin...