DocumentCode
2149443
Title
An overview and preparation for recognition of emotion from speech signal with multi modal fusion
Author
Meshram, A.P. ; Shirbahadurkar, S.D. ; Kohok, Ashwini ; Jadhav, Smita
Author_Institution
E&TC Dept., Samajs Coll. of Eng., Nasik, India
Volume
5
fYear
2010
fDate
26-28 Feb. 2010
Firstpage
446
Lastpage
452
Abstract
The goal of this work is to build emotion detection system which utilizes fusion of different timescale features of speech. Conventional spectral and prosody features are used and a new information fusion algorithm which takes care of the characteristics of each machine learning algorithm will be introduced in the paper.
Keywords
emotion recognition; learning (artificial intelligence); speech recognition; emotion recognition; information fusion algorithm; machine learning algorithm; multi modal fusion; speech features; speech signal; Acoustic signal detection; Data mining; Educational institutions; Emotion recognition; Feature extraction; Machine learning; Machine learning algorithms; Psychology; Speech analysis; Speech recognition; Emotion Recognition; Fusion Algorithm; Gaussian mixture model; k-nearest neighborhood;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer and Automation Engineering (ICCAE), 2010 The 2nd International Conference on
Conference_Location
Singapore
Print_ISBN
978-1-4244-5585-0
Electronic_ISBN
978-1-4244-5586-7
Type
conf
DOI
10.1109/ICCAE.2010.5451242
Filename
5451242
Link To Document