Title :
Identification of emotion stress agents in Hindi and English sentences
Author :
Gupta, Varun ; Jain, Anurag ; Kumar, Neeraj
Author_Institution :
G.G.S.I.P.U., Delhi, India
Abstract :
Identification of emotion plays a significant role in human machine interaction. Our research focuses on identifying the emotion stress agent in a spoken sentence in Hindi and English. These agents help us in quickly identifying the emotion in speech. It greatly increases the capability of machine by just analyze the stress agent. We consider the emotions ldquoHappyrdquo, ldquoAngerrdquo, ldquoSurpriserdquo and ldquoSadrdquo along with ldquoNeutralrdquo in speech and examine the difference between the agents. At the end we come up with a table showing the comparison between various stress agents.
Keywords :
emotion recognition; natural language processing; speech recognition; English sentences; Hindi sentences; emotion stress agents identification; human machine interaction; speech emotion identification; spoken sentence; Acoustic signal detection; Data mining; Frequency; Humans; Information analysis; Natural languages; Pattern analysis; Spatial databases; Speech analysis; Stress; emotion; fundamental frequency; harmonics and sub-harmonics; stress agent;
Conference_Titel :
Intelligent Agent & Multi-Agent Systems, 2009. IAMA 2009. International Conference on
Conference_Location :
Chennai
Print_ISBN :
978-1-4244-4710-7
DOI :
10.1109/IAMA.2009.5228090
