DocumentCode
602526
Title
Fuzzy rule based voice emotion control for user demand speech generation of emotion robot
Author
Dong Hwa Kim
Author_Institution
Dept. of Electron. & Control Eng., Hanbat Nat. Univ., Daejeon, South Korea
fYear
2013
fDate
20-22 Jan. 2013
Firstpage
1
Lastpage
4
Abstract
The emotional function of the human mind has an important role for decision-making, memory, action, and good communication or so. Especially, emotion characteristics of voice are very import for warm communication, successful business, human-to-human good relationship, and good care for children and silver ages. On the other hand, recently, service robot market such as educator, helper, secretary, deliver, and guider has been growing up because of old population and complicated social situation. In that case the emotion function is needed in those areas. The emotion characteristic of voice depends on pitch contour, acoustic energy, vocal tract features, speech energy or so. Therefore we need to consider on how we have to apply and implement emotion function of voice for service robot. However, its implement for robot is very difficult and recognition is also not easy because of various emotion patterns in voice. This paper suggests method of voice emotion generation for user demand emotion talk in service robot. Fuzzy rule based approach is introduced to generate emotion for user demand emotional function by controlling pitch contour, acoustic energy, vocal tract features, and speech energy.
Keywords
decision making; emotion recognition; fuzzy control; fuzzy set theory; service robots; speech processing; acoustic energy; children; complicated social situation; decision-making; emotion characteristics; emotion function; emotion patterns; emotion robot; fuzzy rule based approach; fuzzy rule based voice emotion control; human mind; human-to-human good relationship; old population; pitch contour; service robot market; speech energy; user demand emotion talk; user demand emotional function; user demand speech generation; vocal tract features; voice emotion generation; Acoustics; Emotion recognition; Mood; Service robots; Speech; Speech recognition; Emotion robot; Fuzzy control; Intelligent control; Signal processing; Voice emotion;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer Applications Technology (ICCAT), 2013 International Conference on
Conference_Location
Sousse
Print_ISBN
978-1-4673-5284-0
Type
conf
DOI
10.1109/ICCAT.2013.6522005
Filename
6522005
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