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01/24/2022
The Enforced Transfer: A Novel Domain Adaptation Algorithm
Existing Domain Adaptation (DA) algorithms train target models and then ...
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04/01/2021
Unsupervised Speech Representation Learning for Behavior Modeling using Triplet Enhanced Contextualized Networks
Speech encodes a wealth of information related to human behavior and has...
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11/21/2019
An analysis of observation length requirements for machine understanding of human behaviors in spoken language
Machine learning-based human behavior modeling, often at the level of ch...
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11/21/2019
An analysis of observation length requirements in spoken language for machine understanding of human behaviors
Automatic quantification of human interaction behaviors based on languag...
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10/08/2019
Linking emotions to behaviors through deep transfer learning
Human behavior refers to the way humans act and interact. Understanding ...
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04/12/2019
Modeling Interpersonal Linguistic Coordination in Conversations using Word Mover's Distance
Linguistic coordination is a well-established phenomenon in spoken conve...
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05/23/2018
Modeling Interpersonal Influence of Verbal Behavior in Couples Therapy Dyadic Interactions
Dyadic interactions among humans are marked by speakers continuously inf...
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04/23/2018
Towards an Unsupervised Entrainment Distance in Conversational Speech using Deep Neural Networks
Entrainment is a known adaptation mechanism that causes interaction part...
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06/14/2016