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Emotion Recognition in Continuous Mandarin Chinese Speech: Visualizing Emotional Expression from Continuous Speech in a 2d Emotional Space
Tsang-long Pao
Emotion Recognition in Continuous Mandarin Chinese Speech: Visualizing Emotional Expression from Continuous Speech in a 2d Emotional Space
Tsang-long Pao
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 didn?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 content of this book can improve your knowledge of speech processing and emotion recognition.
Media | Books Paperback Book (Book with soft cover and glued back) |
Released | April 8, 2012 |
ISBN13 | 9783848443932 |
Publishers | LAP LAMBERT Academic Publishing |
Pages | 184 |
Dimensions | 150 × 11 × 226 mm · 276 g |
Language | English |