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portada Emotion Recognition in Continuous Mandarin Chinese Speech (in English)
Type
Physical Book
Publisher
Author
Year
2012
Language
English
Pages
184
Format
Paperback
ISBN
3848443937
ISBN13
9783848443932
Categories

Emotion Recognition in Continuous Mandarin Chinese Speech (in English)

Jun-Heng Yeh; Yu-Te Chen; Tsang-Long Pao (Author) · Lap Lambert Academic Publishing · Paperback

Emotion Recognition in Continuous Mandarin Chinese Speech (in English) - Jun-Heng Yeh; Yu-Te Chen; Tsang-Long Pao

Physical Book

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Synopsis "Emotion Recognition in Continuous Mandarin Chinese Speech (in English)"

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.

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