Correspondence of high dimensional emotion structures elicited from video clips between humans and multimodal LLMs
Sign Up to like & getrecommendations! Published in 2025 at "Scientific Reports"
DOI: 10.1038/s41598-025-14961-6
Abstract: Recent studies have revealed that human emotions exhibit a high-dimensional, complex structure. A full capturing of this complexity requires new approaches, as conventional models that disregard high dimensionality risk overlooking key nuances of human emotions.… read more here.
Keywords: dimensional emotion; emotion; high dimensional; item level ... See more keywords
Speech Emotion and Naturalness Recognitions With Multitask and Single-Task Learnings
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3189481
Abstract: This paper evaluates speech emotion and naturalness recognitions by utilizing deep learning models with multitask learning and single-task learning approaches. The emotion model accommodates valence, arousal, and dominance attributes known as dimensional emotion. The naturalness… read more here.
Keywords: dimensional emotion; multitask learning; emotion; task ... See more keywords