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It is important to properly select and extract the features of speech emotion, and to reasonably construct the classifier for improving the accuracy of the speech emotion recognition. In this paper, the cubic spline fitting is used to fit curves of prosodic features extracted from speech signals and then the derivative parameters features of these fitting curves are attained. We closely combined the...