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2015 | OriginalPaper | Chapter

Automatic Classification and Prediction of Attitudes: Audio - Visual Analysis of Video Blogs

Authors : Noor Alhusna Madzlan, Yuyun Huang, Nick Campbell

Published in: Speech and Computer

Publisher: Springer International Publishing

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Abstract

This paper reports a study of automatic attitude recognition from a collection of over 500 segments of our video blog data. We annotated and analysed 3 different attitudinal states of the speakers. Following that, we extracted and analysed prosodic and visual features relevant to the classification task. We use machine learning methods and techniques to attain better understanding of the feature sets and their contribution to the prediction model.

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previous chapter Auditory-Perceptual Recognition of the Emotional State of Aggression
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Footnotes
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Metadata
Title
Automatic Classification and Prediction of Attitudes: Audio - Visual Analysis of Video Blogs
Authors
Noor Alhusna Madzlan
Yuyun Huang
Nick Campbell
Copyright Year
2015
Book
Speech and Computer

Print ISBN: 978-3-319-23131-0

Electronic ISBN: 978-3-319-23132-7

Copyright Year: 2015

DOI
https://doi.org/10.1007/978-3-319-23132-7_12

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