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...
Main Authors: | Zhang, Yue (Author), Weninger, Felix (Author), Bjorn, Schuller (Author), Picard, Rosalind W. (Author) |
---|---|
Other Authors: | Massachusetts Institute of Technology. Media Laboratory (Contributor) |
Format: | Article |
Language: | English |
Published: |
Institute of Electrical and Electronics Engineers (IEEE),
2020-02-13T20:24:53Z.
|
Subjects: | |
Online Access: | Get fulltext |
Similar Items
-
The Effect of Narrow-Band Transmission on Recognition of Paralinguistic Information From Human Vocalizations
by: Sascha Fruhholz, et al.
Published: (2016-01-01) -
Paralinguistic event detection in children's speech
by: Rao, Hrishikesh
Published: (2016) -
Paralinguistic Means of Arabic and Russian Speakers’ Communication
by: A A Krylov
Published: (2014-12-01) -
UNDERSTANDING THE PARALINGUISTIC ASPECTS IN LIBRARY TENING ACTIVITIES
by: Yunus Winoto, et al.
Published: (2017-12-01) -
Online and Offline Pattern Recognition in PANDA
by: Boca Gianluigi
Published: (2016-01-01)