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Transfer Learning for Improving Speech Emotion Classification Accuracy

Transfer Learning for Improving Speech Emotion Classification Accuracy

The majority of existing speech emotion recognition research focuses on automatic emotion detection using training and testing data from same corpus collected under the same conditions.The performance of such systems has been shown to drop significantly in cross-corpus and cross-language scenarios.To address the problem, this paper exploits a transfer learning …