Holistic Affect Recognition Using PaNDA: Paralinguistic Non-metric Dimensional Analysis

Humans perceive emotion from each other using a holistic perspective, accounting for diverse personal, non-emotional variables that shape expression. In contrast, today's algorithms are mainly designed to recognize emotion in isolation. In this work, we propose a multi-task learning approach to...

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Bibliographic Details
Main Authors: Zhang, Yue, Weninger, Felix, Bjorn, Schuller, Picard, Rosalind W.
Other Authors: Massachusetts Institute of Technology. Media Laboratory
Format: Article
Published: Institute of Electrical and Electronics Engineers (IEEE) 2020
Online Access:https://hdl.handle.net/1721.1/123806