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Emotion Recognition in Continuous Mandarin Chinese Speech: Visualizing Emotional Expression from Continuous Speech in a 2D Emotional Space

Emotion Recognition in Continuous Mandarin Chinese Speech: Visualizing Emotional Expression from Continuous Speech in a 2D Emotional Space

Автор: Jun-Heng Yeh, Yu-Te Chen, Tsang-Long Pao, 184 стр., ISBN: 3848443937

In this work, 14 emotions, including 6 full-brown emotions: anger, boredom, fear, happiness, neutrality, and sadness, 8 underlying emotions: anxiety, despair, disgust, gratefulness, love, praise, shame, and surprise, are explored for emotion recognition study using speech processing and pattern recognition methods in the emotional space theory. A new emotional corpus, Mandarin Chinese Emotional Corpus 2010 (MCEC2010), is built up by 34 professional voice actors/actresses. This corpus consists of 19,136 short utterances recorded by voice actors/actresses and 472,017 emotional annotations labeled by 26 annotators who didna??t participate in the voice collection. And all emotional expression of segments will be mapped into the PAD (Pleasure-Arousal-Dominance) emotional space. By this visualizing presentation, it can not only quantify different emotional expressions in the utterance, but observe the gradual changes of different emotional expressions during dialogue. I hope that the...
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