4 papers
Multimodal Rapport Estimation in Real-World HRI
Akihiro Sakuramoto, Takato Hayashi, Ryo Miyoshi +2
Evaluating interaction quality in real-world HRI is an important challenge. If interaction quality can be estimated reliably, the results can be used to improve dialogue strategies…
Speech Signals Complement LLMs for Predicting Interpersonal Attraction in Speed Dating
Yuriko Kikuchi, Takato Hayashi, Ryusei Kimura +3
Large language models (LLMs) can predict interpersonal attraction from conversation transcripts, but it remains unclear what a speech predictor can add beyond transcript-only LLM p…
XPASS-Vis: A Dataset for Cross-Domain Personalized Image Aesthetic Assessment
Takato Hayashi, Hiroaki Takahara, Candy Olivia Mawalim +4
Personalized image aesthetic assessment (PIAA) seeks to model, at the individual level, the subjective nature of aesthetic judgments toward artworks and photographs. Aesthetic pref…
Investigating Role of Big Five Personality Traits in Audio-Visual Rapport Estimation
Takato Hayashi, Ryusei Kimura, Ryo Ishii +1
Automatic rapport estimation in social interactions is a central component of affective computing. Recent reports have shown that the estimation performance of rapport in initial i…