15 citations · 27 across the 10 of their papers we have counts for
11 papers
E-ADDA: Unsupervised Adversarial Domain Adaptation Enhanced by a New Mahalanobis Distance Loss for Smart Computing
Ye Gao, Brian Baucom, Karen Rose +3
In smart computing, the labels of training samples for a specific task are not always abundant. However, the labels of samples in a relevant but different dataset are available. As…
Unsupervised Speech Representation Learning for Behavior Modeling using Triplet Enhanced Contextualized Networks
Haoqi Li, Brian Baucom, Shrikanth Narayanan +1
Speech encodes a wealth of information related to human behavior and has been used in a variety of automated behavior recognition tasks. However, extracting behavioral information…
Automatic prediction of suicidal risk in military couples using multimodal interaction cues from couples conversations
Sandeep Nallan Chakravarthula, Md Nasir, Shao-Yen Tseng +6
Suicide is a major societal challenge globally, with a wide range of risk factors, from individual health, psychological and behavioral elements to socio-economic aspects. Military…
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…
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…
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…