Supervised machine learning for audio emotion recognition Enhancing film sound design using audio features, regression models and artificial neural networks

The field of Music Emotion Recognition has become and established research sub-domain of Music Information Retrieval. Less attention has been directed towards the counterpart domain of Audio Emotion Recognition, which focuses upon detection of emotional stimuli resulting from non-musical sound. By b...

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Bibliographic Details

Published in:	Personal and ubiquitous computing Vol. 25; no. 4; pp. 637 - 650
Main Authors:	Cunningham, Stuart, Ridley, Harrison, Weinel, Jonathan, Picking, Richard
Format:	Journal Article
Language:	English
Published:	London Springer London 01.08.2021
Subjects:	Computer Science Mobile Computing Original Article Personal Computing User Interfaces and Human Computer Interaction Audio features Valence IADS Neural networks Arousal Audio emotion recognition Regression Emotion Affect
ISSN:	1617-4909, 1617-4917
Online Access:	Get full text
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