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Two-Stream Aural-Visual Affect Analysis in the Wild

2020-02-09 16:59:56
Felix Kuhnke, Lars Rumberg, Jörn Ostermann
arXiv_CV
           
Abstract

In this work we introduce our submission to the Affective Behavior Analysis in-the-wild (ABAW) 2020 competition. We propose a two-stream aural-visual analysis model based on spatial and temporal convolutions. Furthermore, we utilize additional visual features from face-alignment knowledge. During training we exploit correlations between different emotion representations to improve performance. Our model achieves promising results on the challenging Aff-Wild2 database.

Abstract (translated)

URL

https://arxiv.org/abs/2002.03399

PDF

https://arxiv.org/pdf/2002.03399.pdf

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