Deep Visual Attributes vs. Hand-Crafted Audio Features on Multidomain Speech Emotion Recognition

Deep Visual Attributes vs. Hand-Crafted Audio Features on Multidomain Speech Emotion Recognition

Emotion recognition from speech may play a crucial role in many applications related to human–computer interaction or understanding the affective state of users in certain tasks, where other modalities such as video or physiological parameters are unavailable. In general, a human’s emotions may be r...

Full description

Bibliographic Details
Main Authors: Michalis Papakostas, Evaggelos Spyrou, Theodoros Giannakopoulos, Giorgos Siantikos, Dimitrios Sgouropoulos, Phivos Mylonas, Fillia Makedon
Format: Article
Language:English
Published: MDPI AG 2017-06-01
Series:Computation
Subjects:
emotion recognition
convolutional neural networks
spectrograms
Online Access:http://www.mdpi.com/2079-3197/5/2/26

Internet

http://www.mdpi.com/2079-3197/5/2/26

Similar Items