Bookcover of Emotion Recognition in Continuous Mandarin Chinese Speech
Booktitle:

Emotion Recognition in Continuous Mandarin Chinese Speech

Visualizing Emotional Expression from Continuous Speech in a 2D Emotional Space

LAP LAMBERT Academic Publishing (2012-04-08 )

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ISBN-13:

978-3-8484-4393-2

ISBN-10:
3848443937
EAN:
9783848443932
Book language:
English
Blurb/Shorttext:
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.
Publishing house:
LAP LAMBERT Academic Publishing
Website:
https://www.lap-publishing.com/
By (author) :
Jun-Heng Yeh, Yu-Te Chen, Tsang-Long Pao
Number of pages:
184
Published at:
2012-04-08
Stock:
Available
Category:
Informatics, IT
Price:
68.00 €
Keywords:
Speech processing, Emotion Recognition, Mandarin Chinese, emotional space theory

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