- Natural-, Medical- , Computer Sciences, Technology
- Informatics, IT
- Emotion Recognition in Continuous Mandarin Chinese Speech
- 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 )
eligible for voucher
- ISBN-13:
978-3-8484-4393-2
- ISBN-10:
- 3848443937
- EAN:
- 9783848443932
- Book language:
- 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 on:
- 2012-04-08
- Stock:
- Available
- Category:
- Informatics, IT
- Price:
- 68.00 €
- Keywords:
- Speech processing, Emotion Recognition, Mandarin Chinese, emotional space theory
