102 citations · 327 across the 27 of their papers we have counts for
3 papers · 1 filter
Linking emotions to behaviors through deep transfer learning
Haoqi Li, Brian Baucom, Panayiotis Georgiou
Human behavior refers to the way humans act and interact. Understanding human behavior is a cornerstone of observational practice, especially in psychotherapy. An important cue of…
Unsupervised Latent Behavior Manifold Learning from Acoustic Features: audio2behavior
Haoqi Li, Brian Baucom, Panayiotis Georgiou
Behavioral annotation using signal processing and machine learning is highly dependent on training data and manual annotations of behavioral labels. Previous studies have shown tha…
Sparsely Connected and Disjointly Trained Deep Neural Networks for Low Resource Behavioral Annotation: Acoustic Classification in Couples' Therapy
Haoqi Li, Brian Baucom, Panayiotis Georgiou
Observational studies are based on accurate assessment of human state. A behavior recognition system that models interlocutors' state in real-time can significantly aid the mental…