4 citations · 7 across the 4 of their papers we have counts for
4 papers · 1 filter
An analysis of observation length requirements for machine understanding of human behaviors from spoken language
Sandeep Nallan Chakravarthula, Brian Baucom, Shrikanth Narayanan +1
The task of quantifying human behavior by observing interaction cues is an important and useful one across a range of domains in psychological research and practice. Machine learni…
Modeling Interpersonal Linguistic Coordination in Conversations using Word Mover's Distance
Md Nasir, Sandeep Nallan Chakravarthula, Brian Baucom +3
Linguistic coordination is a well-established phenomenon in spoken conversations and often associated with positive social behaviors and outcomes. While there have been many attemp…
Unsupervised Online Multitask Learning of Behavioral Sentence Embeddings
Shao-Yen Tseng, Brian Baucom, Panayiotis Georgiou
Unsupervised learning has been an attractive method for easily deriving meaningful data representations from vast amounts of unlabeled data. These representations, or embeddings, o…
Modeling Interpersonal Influence of Verbal Behavior in Couples Therapy Dyadic Interactions
Sandeep Nallan Chakravarthula, Brian Baucom, Panayiotis Georgiou
Dyadic interactions among humans are marked by speakers continuously influencing and reacting to each other in terms of responses and behaviors, among others. Understanding how int…