Personality trait estimation in group discussions using multimodal analysis and speaker embedding

The automatic estimation of personality traits is essential for many human–computer interface (HCI) applications. This paper focused on improving Big Five personality trait estimation in group discussions via multimodal analysis and transfer learning with the state-of-the-art speaker individuality f...

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Veröffentlicht in:	Journal on multimodal user interfaces 2023-06, Vol.17 (2), p.47-63
Hauptverfasser:	Mawalim, Candy Olivia, Okada, Shogo, Nakano, Yukiko I., Unoki, Masashi
Format:	Artikel
Sprache:	eng
Schlagworte:	Ablation Computer Science Embedding Human-computer interface Image Processing and Computer Vision Original Paper Personality Personality traits Signal,Image and Speech Processing User Interfaces and Human Computer Interaction
Online-Zugang:	Volltext
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