DocumentCode
1588478
Title
An emotional voice generation and extraction system using soft computing technique
Author
Sato, Yoshiki ; Miki, Tsutomu
Author_Institution
Dept. of Brain Sci. & Eng., Kyushu Inst. of Technol., Kitakyushu, Japan
fYear
2010
Firstpage
1
Lastpage
6
Abstract
Recently, researchers have paid close attention to intelligent human-machine interfaces. The future intelligent computing system will need to have human-centered designs instead of the traditional computer-centered designs. Dealing with emotional information is one of such approaches. In the symbiotic generation of human beings and machines, exchanging emotional information will become very important. Therefore, we propose an emotional voice generation and extraction system using soft computing technique. The system generates emotional voice using genetic algorithm, and evaluates the generated emotional voice using fuzzy inference. In this paper, we describe the system and discuss about an experimental result using a neutral voice.
Keywords
fuzzy set theory; human computer interaction; emotional information; emotional voice generation; genetic algorithm; human-machine interfaces; soft computing technique; Artificial intelligence; Biological cells; Estimation; Feature extraction; Humans; Modulation; Parameter extraction; Emotion extraction; Emotional voice generation; Fuzzy inference; Genetic algorithm;
fLanguage
English
Publisher
ieee
Conference_Titel
World Automation Congress (WAC), 2010
Conference_Location
Kobe
ISSN
2154-4824
Print_ISBN
978-1-4244-9673-0
Electronic_ISBN
2154-4824
Type
conf
Filename
5665387
Link To Document