55 citations · 190 across the 22 of their papers we have counts for
3 papers · 1 filter
Explainable Human-centered Traits from Head Motion and Facial Expression Dynamics
Surbhi Madan, Monika Gahalawat, Tanaya Guha +2
We explore the efficacy of multimodal behavioral cues for explainable prediction of personality and interview-specific traits. We utilize elementary head-motion units named kinemes…
Self-supervised Graphs for Audio Representation Learning with Limited Labeled Data
Amir Shirian, Krishna Somandepalli, Tanaya Guha
Large scale databases with high-quality manual annotations are scarce in audio domain. We thus explore a self-supervised graph approach to learning audio representations from highl…
Head Matters: Explainable Human-centered Trait Prediction from Head Motion Dynamics
Surbhi Madan, Monika Gahalawat, Tanaya Guha +1
We demonstrate the utility of elementary head-motion units termed kinemes for behavioral analytics to predict personality and interview traits. Transforming head-motion patterns in…