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Accurate Emotion Strength Assessment for Seen and Unseen Speech Based on Data-Driven Deep Learning

Accurate Emotion Strength Assessment for Seen and Unseen Speech Based on Data-Driven Deep Learning

Emotion classification of speech and assessment of the emotion strength are required in applications such as emotional text-tospeech and voice conversion.The emotion attribute ranking function based on Support Vector Machine (SVM) was proposed to predict emotion strength for emotional speech corpus.However, the trained ranking function doesn't generalize to new domains, …