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
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;
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
DOI :
10.1109/ICCAE.2010.5451242
