Speech emotion classification using SVM and MLP on prosodic and voice quality features

In this paper, a comparison of emotion classification undertaken by the Support Vector Machine (SVM) and the Multi-Layer Perceptron (MLP) Neural Network, using prosodic and voice quality features extracted from the Berlin Emotional Database, is reported. The features were extracted using PRAAT tools...

Full description

Saved in:
Bibliographic Details
Main Authors: Idris, Inshirah, Salam, Md. Sah, Sunar, Mohd. Shahrizal
Format: Article
Language:English
Published: Penerbit UTM Press 2016
Subjects:
Online Access:http://eprints.utm.my/71237/
http://eprints.utm.my/71237/
http://eprints.utm.my/71237/1/MdSahSalam2016_SpeechemotionclassificationusingSVM.pdf
Tags: Add Tag
No Tags, Be the first to tag this record!