Brian R. Baucom
Affiliations:- University of Utah, USA
According to our database1,
Brian R. Baucom
authored at least 45 papers
between 2010 and 2023.
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Bibliography
2023
E-ADDA: Unsupervised Adversarial Domain Adaptation Enhanced by a New Mahalanobis Distance Loss for Smart Computing.
Proceedings of the 2023 IEEE International Conference on Smart Computing, 2023
2022
Modeling Vocal Entrainment in Conversational Speech Using Deep Unsupervised Learning.
IEEE Trans. Affect. Comput., 2022
2021
Unsupervised speech representation learning for behavior modeling using triplet enhanced contextualized networks.
Comput. Speech Lang., 2021
An analysis of observation length requirements for machine understanding of human behaviors from spoken language.
Comput. Speech Lang., 2021
2020
PeerJ Comput. Sci., 2020
Automatic Prediction of Suicidal Risk in Military Couples Using Multimodal Interaction Cues from Couples Conversations.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
2019
PeerJ Comput. Sci., 2019
An analysis of observation length requirements in spoken language for machine understanding of human behaviors.
CoRR, 2019
Modeling Interpersonal Linguistic Coordination in Conversations Using Word Mover's Distance.
Proceedings of the Interspeech 2019, 2019
2018
Towards an Unsupervised Entrainment Distance in Conversational Speech Using Deep Neural Networks.
Proceedings of the Interspeech 2018, 2018
Modeling Interpersonal Influence of Verbal Behavior in Couples Therapy Dyadic Interactions.
Proceedings of the Interspeech 2018, 2018
Proceedings of the 2018 on International Conference on Multimodal Interaction, 2018
Towards Predicting Physiology from Speech During Stressful Conversations: Heart Rate and Respiratory Sinus Arrhythmia.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
2017
Approaching Human Performance in Behavior Estimation in Couples Therapy Using Deep Sentence Embeddings.
Proceedings of the Interspeech 2017, 2017
Complexity in Speech and its Relation to Emotional Bond in Therapist-Patient Interactions During Suicide Risk Assessment Interviews.
Proceedings of the Interspeech 2017, 2017
Unsupervised latent behavior manifold learning from acoustic features: Audio2behavior.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Exploring sparse representation measures of physiological synchrony for romantic couples.
Proceedings of the Seventh International Conference on Affective Computing and Intelligent Interaction, 2017
2016
Proceedings of the Interspeech 2016, 2016
Complexity in Prosody: A Nonlinear Dynamical Systems Approach for Dyadic Conversations; Behavior and Outcomes in Couples Therapy.
Proceedings of the Interspeech 2016, 2016
Sparsely Connected and Disjointly Trained Deep Neural Networks for Low Resource Behavioral Annotation: Acoustic Classification in Couples' Therapy.
Proceedings of the Interspeech 2016, 2016
2015
IEEE Trans. Multim., 2015
A dynamic model for behavioral analysis of couple interactions using acoustic features.
Proceedings of the INTERSPEECH 2015, 2015
Proceedings of the INTERSPEECH 2015, 2015
Redundancy analysis of behavioral coding for couples therapy and improved estimation of behavior from noisy annotations.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
Quantifying EDA synchrony through joint sparse representation: A case-study of couples' interactions.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
A language-based generative model framework for behavioral analysis of couples' therapy.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
Modeling head motion entrainment for prediction of couples' behavioral characteristics.
Proceedings of the 2015 International Conference on Affective Computing and Intelligent Interaction, 2015
2014
Computing vocal entrainment: A signal-derived PCA-based quantification scheme with application to affect analysis in married couple interactions.
Comput. Speech Lang., 2014
Power-spectral analysis of head motion signal for behavioral modeling in human interaction.
Proceedings of the IEEE International Conference on Acoustics, 2014
2013
Toward automating a human behavioral coding system for married couples' interactions using speech acoustic features.
Speech Commun., 2013
Proceedings of the 2013 IEEE International Conference on Multimedia and Expo, 2013
Data driven modeling of head motion towards analysis of behaviors in couple interactions.
Proceedings of the IEEE International Conference on Acoustics, 2013
2012
Multimodal detection of salient behaviors of approach-avoidance in dyadic interactions.
Proceedings of the International Conference on Multimodal Interaction, 2012
Using measures of vocal entrainment to inform outcome-related behaviors in marital conflicts.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2012
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2012
2011
Proceedings of the INTERSPEECH 2011, 2011
An Analysis of PCA-Based Vocal Entrainment Measures in Married Couples' Affective Spoken Interactions.
Proceedings of the INTERSPEECH 2011, 2011
"You made me do it": Classification of Blame in Married Couples' Interactions by Fusing Automatically Derived Speech and Language Information.
Proceedings of the INTERSPEECH 2011, 2011
Estimation of ordinal approach-avoidance labels in dyadic interactions: Ordinal logistic regression approach.
Proceedings of the IEEE International Conference on Acoustics, 2011
Affective State Recognition in Married Couples' Interactions Using PCA-Based Vocal Entrainment Measures with Multiple Instance Learning.
Proceedings of the Affective Computing and Intelligent Interaction, 2011
"That's Aggravating, Very Aggravating": Is It Possible to Classify Behaviors in Couple Interactions Using Automatically Derived Lexical Features?
Proceedings of the Affective Computing and Intelligent Interaction, 2011
2010
Proceedings of the INTERSPEECH 2010, 2010
Quantification of prosodic entrainment in affective spontaneous spoken interactions of married couples.
Proceedings of the INTERSPEECH 2010, 2010
Proceedings of the INTERSPEECH 2010, 2010