DocumentCode
3396227
Title
Application of Speech Emotion Recognition in Intelligent Household Robot
Author
Huahu, Xu ; Jian, Yuan ; Jue, Gao
Author_Institution
Coll. of Sch. of Comput. Eng. & Sci., Shanghai Univ. shanghai, Shanghai, China
Volume
1
fYear
2010
fDate
23-24 Oct. 2010
Firstpage
537
Lastpage
541
Abstract
This thesis aims to perform categorized recognition of 5 speech emotions as represented by joy, grief, anger, fear and surprise by means of algorithm with the combination of HMM and SOFMNN models so as to apply speech emotion recognition methods presented by integrated HMM/SOFMNN model to the platform of intelligent household robot. In this way, robot can recognize emotional information as contained in the human speech signals for friendly interaction with human beings, and eventually satisfactory performance and effect are realized.
Keywords
emotion recognition; hidden Markov models; human-robot interaction; intelligent robots; speech recognition; HMM; SOFMNN; intelligent household robot; speech emotion recognition; Emotion recognition; Hidden Markov models; Robot kinematics; Speech; Speech processing; Speech recognition; HMM; Intelligent home; Intelligent robot; SOFMNN;
fLanguage
English
Publisher
ieee
Conference_Titel
Artificial Intelligence and Computational Intelligence (AICI), 2010 International Conference on
Conference_Location
Sanya
Print_ISBN
978-1-4244-8432-4
Type
conf
DOI
10.1109/AICI.2010.118
Filename
5655398
Link To Document