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
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;
Conference_Titel :
Artificial Intelligence and Computational Intelligence (AICI), 2010 International Conference on
Conference_Location :
Sanya
Print_ISBN :
978-1-4244-8432-4
DOI :
10.1109/AICI.2010.118