Brian R. Baucom

50 papers A 16B 5Misc 9Journal 16Unranked 4
YearRankTypeTitle / Venue / Authors
2023 B conf
E-ADDA: Unsupervised Adversarial Domain Adaptation Enhanced by a New Mahalanobis Distance Loss for Smart Computing.
SMARTCOMP
Ye Gao, Brian R. Baucom, Karen Rose, Kristina Gordon, Hongning Wang, John A. Stankovic
2022 J jnl
Modeling Vocal Entrainment in Conversational Speech Using Deep Unsupervised Learning.
IEEE Trans. Affect. Comput.
Md. Nasir, Brian R. Baucom, Craig J. Bryan, Shrikanth Narayanan, Panayiotis G. Georgiou
2022 J jnl
The Enforced Transfer: A Novel Domain Adaptation Algorithm.
CoRR
Ye Gao, Brian R. Baucom, Karen Rose, Kristina Gordon, Hongning Wang, John A. Stankovic
2021 J jnl
Unsupervised Speech Representation Learning for Behavior Modeling using Triplet Enhanced Contextualized Networks.
CoRR
Haoqi Li, Brian R. Baucom, Shrikanth Narayanan, Panayiotis G. Georgiou
2021 J jnl
Unsupervised speech representation learning for behavior modeling using triplet enhanced contextualized networks.
Comput. Speech Lang.
Haoqi Li, Brian R. Baucom, Shrikanth Narayanan, Panayiotis G. Georgiou
2020 Misc conf
Automatic Prediction of Suicidal Risk in Military Couples Using Multimodal Interaction Cues from Couples Conversations.
ICASSP
Sandeep Nallan Chakravarthula, Md. Nasir, Shao-Yen Tseng, Haoqi Li, Tae Jin Park, Brian R. Baucom, Craig J. Bryan, Shrikanth Narayanan, Panayiotis G. Georgiou
2020 J jnl
Linking emotions to behaviors through deep transfer learning.
PeerJ Comput. Sci.
Haoqi Li, Brian R. Baucom, Panayiotis G. Georgiou
2019 J jnl
An analysis of observation length requirements in spoken language for machine understanding of human behaviors.
CoRR
Sandeep Nallan Chakravarthula, Brian R. Baucom, Shrikanth S. Narayanan, Panayiotis G. Georgiou
2019 J jnl
Linking emotions to behaviors through deep transfer learning.
CoRR
Haoqi Li, Brian R. Baucom, Panayiotis G. Georgiou
2019 J jnl
Modeling Interpersonal Linguistic Coordination in Conversations using Word Mover's Distance.
CoRR
Md. Nasir, Sandeep Nallan Chakravarthula, Brian R. Baucom, David C. Atkins, Panayiotis G. Georgiou, Shrikanth S. Narayanan
2019 J jnl
Unsupervised online multitask learning of behavioral sentence embeddings.
PeerJ Comput. Sci.
Shao-Yen Tseng, Brian R. Baucom, Panayiotis G. Georgiou
2018 B conf
"Honey, I Learned to Talk": Multimodal Fusion for Behavior Analysis.
ICMI
Shao-Yen Tseng, Haoqi Li, Brian R. Baucom, Panayiotis G. Georgiou
2018 A conf
Modeling Interpersonal Influence of Verbal Behavior in Couples Therapy Dyadic Interactions.
INTERSPEECH
Sandeep Nallan Chakravarthula, Brian R. Baucom, Panayiotis G. Georgiou
2018 J jnl
Modeling Interpersonal Influence of Verbal Behavior in Couples Therapy Dyadic Interactions.
CoRR
Sandeep Nallan Chakravarthula, Brian R. Baucom, Panayiotis G. Georgiou
2018 Misc conf
Towards Predicting Physiology from Speech During Stressful Conversations: Heart Rate and Respiratory Sinus Arrhythmia.
ICASSP
Arindam Jati, Paula G. Williams, Brian R. Baucom, Panayiotis G. Georgiou
2018 A conf
Towards an Unsupervised Entrainment Distance in Conversational Speech Using Deep Neural Networks.
INTERSPEECH
Md. Nasir, Brian R. Baucom, Shrikanth S. Narayanan, Panayiotis G. Georgiou
2018 J jnl
Towards an Unsupervised Entrainment Distance in Conversational Speech using Deep Neural Networks.
CoRR
Md. Nasir, Brian R. Baucom, Shrikanth S. Narayanan, Panayiotis G. Georgiou
2017 A conf
Approaching Human Performance in Behavior Estimation in Couples Therapy Using Deep Sentence Embeddings.
INTERSPEECH
Shao-Yen Tseng, Brian R. Baucom, Panayiotis G. Georgiou
2017 A conf
Complexity in Speech and its Relation to Emotional Bond in Therapist-Patient Interactions During Suicide Risk Assessment Interviews.
INTERSPEECH
Md. Nasir, Brian R. Baucom, Craig J. Bryan, Shrikanth S. Narayanan, Panayiotis G. Georgiou
2017 B conf
Exploring sparse representation measures of physiological synchrony for romantic couples.
ACII
Theodora Chaspari, Adela C. Timmons, Brian R. Baucom, Laura Perrone, Katherine J. W. Baucom, Panayiotis G. Georgiou, Gayla Margolin, Shrikanth S. Narayanan
2017 J jnl
Unsupervised Latent Behavior Manifold Learning from Acoustic Features: audio2behavior.
CoRR
Haoqi Li, Brian R. Baucom, Panayiotis G. Georgiou
2017 Misc conf
Unsupervised latent behavior manifold learning from acoustic features: Audio2behavior.
ICASSP
Haoqi Li, Brian R. Baucom, Panayiotis G. Georgiou
2016 A conf
Complexity in Prosody: A Nonlinear Dynamical Systems Approach for Dyadic Conversations; Behavior and Outcomes in Couples Therapy.
INTERSPEECH
Md. Nasir, Brian R. Baucom, Shrikanth S. Narayanan, Panayiotis G. Georgiou
2016 A conf
Couples Behavior Modeling and Annotation Using Low-Resource LSTM Language Models.
INTERSPEECH
Shao-Yen Tseng, Sandeep Nallan Chakravarthula, Brian R. Baucom, Panayiotis G. Georgiou
2016 A conf
Sparsely Connected and Disjointly Trained Deep Neural Networks for Low Resource Behavioral Annotation: Acoustic Classification in Couples' Therapy.
INTERSPEECH
Haoqi Li, Brian R. Baucom, Panayiotis G. Georgiou
2016 J jnl
Sparsely Connected and Disjointly Trained Deep Neural Networks for Low Resource Behavioral Annotation: Acoustic Classification in Couples' Therapy.
CoRR
Haoqi Li, Brian R. Baucom, Panayiotis G. Georgiou
2015 A conf
A dynamic model for behavioral analysis of couple interactions using acoustic features.
INTERSPEECH
Wei Xia, James Gibson, Bo Xiao, Brian R. Baucom, Panayiotis G. Georgiou
2015 Misc conf
A language-based generative model framework for behavioral analysis of couples' therapy.
ICASSP
Sandeep Nallan Chakravarthula, Rahul Gupta, Brian R. Baucom, Panayiotis G. Georgiou
2015 J jnl
Head Motion Modeling for Human Behavior Analysis in Dyadic Interaction.
IEEE Trans. Multim.
Bo Xiao, Panayiotis G. Georgiou, Brian R. Baucom, Shrikanth S. Narayanan
2015 B conf
Modeling head motion entrainment for prediction of couples' behavioral characteristics.
ACII
Bo Xiao, Panayiotis G. Georgiou, Brian R. Baucom, Shrikanth S. Narayanan
2015 Misc conf
Quantifying EDA synchrony through joint sparse representation: A case-study of couples' interactions.
ICASSP
Theodora Chaspari, Brian R. Baucom, Adela C. Timmons, Andreas Tsiartas, Larissa Borofsky Del Piero, Katherine J. W. Baucom, Panayiotis G. Georgiou, Gayla Margolin, Shrikanth S. Narayanan
2015 Misc conf
Redundancy analysis of behavioral coding for couples therapy and improved estimation of behavior from noisy annotations.
ICASSP
Md. Nasir, Brian R. Baucom, Panayiotis G. Georgiou, Shrikanth S. Narayanan
2015 A conf
Still together?: the role of acoustic features in predicting marital outcome.
INTERSPEECH
Md. Nasir, Wei Xia, Bo Xiao, Brian R. Baucom, Shrikanth S. Narayanan, Panayiotis G. Georgiou
2014 J jnl
Computing vocal entrainment: A signal-derived PCA-based quantification scheme with application to affect analysis in married couple interactions.
Comput. Speech Lang.
Chi-Chun Lee, Athanasios Katsamanis, Matthew P. Black, Brian R. Baucom, Andrew Christensen, Panayiotis G. Georgiou, Shrikanth S. Narayanan
2014 Misc conf
Power-spectral analysis of head motion signal for behavioral modeling in human interaction.
ICASSP
Bo Xiao, Panayiotis G. Georgiou, Brian R. Baucom, Shrikanth S. Narayanan
2013 Misc conf
Data driven modeling of head motion towards analysis of behaviors in couple interactions.
ICASSP
Bo Xiao, Panayiotis G. Georgiou, Brian R. Baucom, Shrikanth S. Narayanan
2013 A conf
Head motion synchrony and its correlation to affectivity in dyadic interactions.
ICME
Bo Xiao, Panayiotis G. Georgiou, Chi-Chun Lee, Brian R. Baucom, Shrikanth S. Narayanan
2013 J jnl
Toward automating a human behavioral coding system for married couples' interactions using speech acoustic features.
Speech Commun.
Matthew P. Black, Athanasios Katsamanis, Brian R. Baucom, Chi-Chun Lee, Adam C. Lammert, Andrew Christensen, Panayiotis G. Georgiou, Shrikanth S. Narayanan
2012 — conf
A behaviorist manifesto for the 21
APSIPA
Brian R. Baucom, Esti Iturralde
2012 B conf
Multimodal detection of salient behaviors of approach-avoidance in dyadic interactions.
ICMI
Bo Xiao, Panayiotis G. Georgiou, Brian R. Baucom, Shrikanth S. Narayanan
2012 — conf
Using measures of vocal entrainment to inform outcome-related behaviors in marital conflicts.
APSIPA
Chi-Chun Lee, Athanasios Katsamanis, Brian R. Baucom, Panayiotis G. Georgiou, Shrikanth S. Narayanan
2011 — conf
"That's Aggravating, Very Aggravating": Is It Possible to Classify Behaviors in Couple Interactions Using Automatically Derived Lexical Features?
ACII (1)
Panayiotis G. Georgiou, Matthew Black, Adam C. Lammert, Brian R. Baucom, Shrikanth S. Narayanan
2011 A conf
"You made me do it": Classification of Blame in Married Couples' Interactions by Fusing Automatically Derived Speech and Language Information.
INTERSPEECH
Matthew Black, Panayiotis G. Georgiou, Athanasios Katsamanis, Brian R. Baucom, Shrikanth S. Narayanan
2011 A conf
Acoustic and Visual Cues of Turn-Taking Dynamics in Dyadic Interactions.
INTERSPEECH
Bo Xiao, Viktor Rozgic, Athanasios Katsamanis, Brian R. Baucom, Panayiotis G. Georgiou, Shrikanth S. Narayanan
2011 — conf
Affective State Recognition in Married Couples' Interactions Using PCA-Based Vocal Entrainment Measures with Multiple Instance Learning.
ACII (2)
Chi-Chun Lee, Athanasios Katsamanis, Matthew P. Black, Brian R. Baucom, Panayiotis G. Georgiou, Shrikanth S. Narayanan
2011 A conf
An Analysis of PCA-Based Vocal Entrainment Measures in Married Couples' Affective Spoken Interactions.
INTERSPEECH
Chi-Chun Lee, Athanasios Katsamanis, Matthew P. Black, Brian R. Baucom, Panayiotis G. Georgiou, Shrikanth S. Narayanan
2011 Misc conf
Estimation of ordinal approach-avoidance labels in dyadic interactions: Ordinal logistic regression approach.
ICASSP
Viktor Rozgic, Bo Xiao, Athanasios Katsamanis, Brian R. Baucom, Panayiotis G. Georgiou, Shrikanth S. Narayanan
2010 A conf
A new multichannel multi modal dyadic interaction database.
INTERSPEECH
Viktor Rozgic, Bo Xiao, Athanasios Katsamanis, Brian R. Baucom, Panayiotis G. Georgiou, Shrikanth S. Narayanan
2010 A conf
Automatic classification of married couples' behavior using audio features.
INTERSPEECH
Matthew Black, Athanasios Katsamanis, Chi-Chun Lee, Adam C. Lammert, Brian R. Baucom, Andrew Christensen, Panayiotis G. Georgiou, Shrikanth S. Narayanan
2010 A conf
Quantification of prosodic entrainment in affective spontaneous spoken interactions of married couples.
INTERSPEECH
Chi-Chun Lee, Matthew Black, Athanasios Katsamanis, Adam C. Lammert, Brian R. Baucom, Andrew Christensen, Panayiotis G. Georgiou, Shrikanth S. Narayanan