Brian R. Baucom

Publication Activity (10 Years)

Years Active: 2010-2023
Publications (10 Years): 25

Top Topics

Multimodal Fusion

Unsupervised Learning

Mahalanobis Distance

Acoustic Features

Top Venues

Publications

Ye Gao, Brian R. Baucom, Karen Rose, Kristina Gordon, Hongning Wang, John A. Stankovic
E-ADDA: Unsupervised Adversarial Domain Adaptation Enhanced by a New Mahalanobis Distance Loss for Smart Computing. SMARTCOMP (2023)
Md. Nasir, Brian R. Baucom, Craig J. Bryan, Shrikanth Narayanan, Panayiotis G. Georgiou
Modeling Vocal Entrainment in Conversational Speech Using Deep Unsupervised Learning. IEEE Trans. Affect. Comput. 13 (3) (2022)
Haoqi Li, Brian R. Baucom, Shrikanth Narayanan, Panayiotis G. Georgiou
Unsupervised speech representation learning for behavior modeling using triplet enhanced contextualized networks. Comput. Speech Lang. 70 (2021)
Haoqi Li, Brian R. Baucom, Shrikanth Narayanan, Panayiotis G. Georgiou
Unsupervised Speech Representation Learning for Behavior Modeling using Triplet Enhanced Contextualized Networks. CoRR (2021)
Sandeep Nallan Chakravarthula, Md. Nasir, Shao-Yen Tseng, Haoqi Li, Tae Jin Park, Brian R. Baucom, Craig J. Bryan, Shrikanth Narayanan, Panayiotis G. Georgiou
Automatic Prediction of Suicidal Risk in Military Couples Using Multimodal Interaction Cues from Couples Conversations. ICASSP (2020)
Haoqi Li, Brian R. Baucom, Panayiotis G. Georgiou
Linking emotions to behaviors through deep transfer learning. PeerJ Comput. Sci. 6 (2020)
Shao-Yen Tseng, Brian R. Baucom, Panayiotis G. Georgiou
Unsupervised online multitask learning of behavioral sentence embeddings. PeerJ Comput. Sci. 5 (2019)
Sandeep Nallan Chakravarthula, Brian R. Baucom, Shrikanth S. Narayanan, Panayiotis G. Georgiou
An analysis of observation length requirements in spoken language for machine understanding of human behaviors. CoRR (2019)
Md. Nasir, Sandeep Nallan Chakravarthula, Brian R. Baucom, David C. Atkins, Panayiotis G. Georgiou, Shrikanth S. Narayanan
Modeling Interpersonal Linguistic Coordination in Conversations using Word Mover's Distance. CoRR (2019)
Haoqi Li, Brian R. Baucom, Panayiotis G. Georgiou
Linking emotions to behaviors through deep transfer learning. CoRR (2019)
Sandeep Nallan Chakravarthula, Brian R. Baucom, Panayiotis G. Georgiou
Modeling Interpersonal Influence of Verbal Behavior in Couples Therapy Dyadic Interactions. CoRR (2018)
Sandeep Nallan Chakravarthula, Brian R. Baucom, Panayiotis G. Georgiou
Modeling Interpersonal Influence of Verbal Behavior in Couples Therapy Dyadic Interactions. INTERSPEECH (2018)
Shao-Yen Tseng, Haoqi Li, Brian R. Baucom, Panayiotis G. Georgiou
"Honey, I Learned to Talk": Multimodal Fusion for Behavior Analysis. ICMI (2018)
Md. Nasir, Brian R. Baucom, Shrikanth S. Narayanan, Panayiotis G. Georgiou
Towards an Unsupervised Entrainment Distance in Conversational Speech using Deep Neural Networks. CoRR (2018)
Md. Nasir, Brian R. Baucom, Shrikanth S. Narayanan, Panayiotis G. Georgiou
Towards an Unsupervised Entrainment Distance in Conversational Speech Using Deep Neural Networks. INTERSPEECH (2018)
Arindam Jati, Paula G. Williams, Brian R. Baucom, Panayiotis G. Georgiou
Towards Predicting Physiology from Speech During Stressful Conversations: Heart Rate and Respiratory Sinus Arrhythmia. ICASSP (2018)
Haoqi Li, Brian R. Baucom, Panayiotis G. Georgiou
Unsupervised latent behavior manifold learning from acoustic features: Audio2behavior. ICASSP (2017)
Theodora Chaspari, Adela C. Timmons, Brian R. Baucom, Laura Perrone, Katherine J. W. Baucom, Panayiotis G. Georgiou, Gayla Margolin, Shrikanth S. Narayanan
Exploring sparse representation measures of physiological synchrony for romantic couples. ACII (2017)
Shao-Yen Tseng, Brian R. Baucom, Panayiotis G. Georgiou
Approaching Human Performance in Behavior Estimation in Couples Therapy Using Deep Sentence Embeddings. INTERSPEECH (2017)
Md. Nasir, Brian R. Baucom, Craig J. Bryan, Shrikanth S. Narayanan, Panayiotis G. Georgiou
Complexity in Speech and its Relation to Emotional Bond in Therapist-Patient Interactions During Suicide Risk Assessment Interviews. INTERSPEECH (2017)
Haoqi Li, Brian R. Baucom, Panayiotis G. Georgiou
Unsupervised Latent Behavior Manifold Learning from Acoustic Features: audio2behavior. CoRR (2017)
Md. Nasir, Brian R. Baucom, Shrikanth S. Narayanan, Panayiotis G. Georgiou
Complexity in Prosody: A Nonlinear Dynamical Systems Approach for Dyadic Conversations; Behavior and Outcomes in Couples Therapy. INTERSPEECH (2016)
Haoqi Li, Brian R. Baucom, Panayiotis G. Georgiou
Sparsely Connected and Disjointly Trained Deep Neural Networks for Low Resource Behavioral Annotation: Acoustic Classification in Couples' Therapy. INTERSPEECH (2016)
Shao-Yen Tseng, Sandeep Nallan Chakravarthula, Brian R. Baucom, Panayiotis G. Georgiou
Couples Behavior Modeling and Annotation Using Low-Resource LSTM Language Models. INTERSPEECH (2016)
Haoqi Li, Brian R. Baucom, Panayiotis G. Georgiou
Sparsely Connected and Disjointly Trained Deep Neural Networks for Low Resource Behavioral Annotation: Acoustic Classification in Couples' Therapy. CoRR (2016)
Md. Nasir, Brian R. Baucom, Panayiotis G. Georgiou, Shrikanth S. Narayanan
Redundancy analysis of behavioral coding for couples therapy and improved estimation of behavior from noisy annotations. ICASSP (2015)
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
Quantifying EDA synchrony through joint sparse representation: A case-study of couples' interactions. ICASSP (2015)
Md. Nasir, Wei Xia, Bo Xiao, Brian R. Baucom, Shrikanth S. Narayanan, Panayiotis G. Georgiou
Still together?: the role of acoustic features in predicting marital outcome. INTERSPEECH (2015)
Wei Xia, James Gibson, Bo Xiao, Brian R. Baucom, Panayiotis G. Georgiou
A dynamic model for behavioral analysis of couple interactions using acoustic features. INTERSPEECH (2015)
Bo Xiao, Panayiotis G. Georgiou, Brian R. Baucom, Shrikanth S. Narayanan
Modeling head motion entrainment for prediction of couples' behavioral characteristics. ACII (2015)
Bo Xiao, Panayiotis G. Georgiou, Brian R. Baucom, Shrikanth S. Narayanan
Head Motion Modeling for Human Behavior Analysis in Dyadic Interaction. IEEE Trans. Multim. 17 (7) (2015)
Sandeep Nallan Chakravarthula, Rahul Gupta, Brian R. Baucom, Panayiotis G. Georgiou
A language-based generative model framework for behavioral analysis of couples' therapy. ICASSP (2015)
Bo Xiao, Panayiotis G. Georgiou, Brian R. Baucom, Shrikanth S. Narayanan
Power-spectral analysis of head motion signal for behavioral modeling in human interaction. ICASSP (2014)
Chi-Chun Lee, Athanasios Katsamanis, Matthew P. Black, Brian R. Baucom, Andrew Christensen, Panayiotis G. Georgiou, Shrikanth S. Narayanan
Computing vocal entrainment: A signal-derived PCA-based quantification scheme with application to affect analysis in married couple interactions. Comput. Speech Lang. 28 (2) (2014)
Bo Xiao, Panayiotis G. Georgiou, Chi-Chun Lee, Brian R. Baucom, Shrikanth S. Narayanan
Head motion synchrony and its correlation to affectivity in dyadic interactions. ICME (2013)
Matthew P. Black, Athanasios Katsamanis, Brian R. Baucom, Chi-Chun Lee, Adam C. Lammert, Andrew Christensen, Panayiotis G. Georgiou, Shrikanth S. Narayanan
Toward automating a human behavioral coding system for married couples' interactions using speech acoustic features. Speech Commun. 55 (1) (2013)
Bo Xiao, Panayiotis G. Georgiou, Brian R. Baucom, Shrikanth S. Narayanan
Data driven modeling of head motion towards analysis of behaviors in couple interactions. ICASSP (2013)
Bo Xiao, Panayiotis G. Georgiou, Brian R. Baucom, Shrikanth S. Narayanan
Multimodal detection of salient behaviors of approach-avoidance in dyadic interactions. ICMI (2012)
Brian R. Baucom, Esti Iturralde
century. APSIPA (2012)
Chi-Chun Lee, Athanasios Katsamanis, Brian R. Baucom, Panayiotis G. Georgiou, Shrikanth S. Narayanan
Using measures of vocal entrainment to inform outcome-related behaviors in marital conflicts. APSIPA (2012)
Chi-Chun Lee, Athanasios Katsamanis, Matthew P. Black, Brian R. Baucom, Panayiotis G. Georgiou, Shrikanth S. Narayanan
Affective State Recognition in Married Couples' Interactions Using PCA-Based Vocal Entrainment Measures with Multiple Instance Learning. ACII (2) (2011)
Chi-Chun Lee, Athanasios Katsamanis, Matthew P. Black, Brian R. Baucom, Panayiotis G. Georgiou, Shrikanth S. Narayanan
An Analysis of PCA-Based Vocal Entrainment Measures in Married Couples' Affective Spoken Interactions. INTERSPEECH (2011)
Bo Xiao, Viktor Rozgic, Athanasios Katsamanis, Brian R. Baucom, Panayiotis G. Georgiou, Shrikanth S. Narayanan
Acoustic and Visual Cues of Turn-Taking Dynamics in Dyadic Interactions. INTERSPEECH (2011)
Matthew Black, Panayiotis G. Georgiou, Athanasios Katsamanis, Brian R. Baucom, Shrikanth S. Narayanan
"You made me do it": Classification of Blame in Married Couples' Interactions by Fusing Automatically Derived Speech and Language Information. INTERSPEECH (2011)
Viktor Rozgic, Bo Xiao, Athanasios Katsamanis, Brian R. Baucom, Panayiotis G. Georgiou, Shrikanth S. Narayanan
Estimation of ordinal approach-avoidance labels in dyadic interactions: Ordinal logistic regression approach. ICASSP (2011)
Panayiotis G. Georgiou, Matthew Black, Adam C. Lammert, Brian R. Baucom, Shrikanth S. Narayanan
"That's Aggravating, Very Aggravating": Is It Possible to Classify Behaviors in Couple Interactions Using Automatically Derived Lexical Features? ACII (1) (2011)
Matthew Black, Athanasios Katsamanis, Chi-Chun Lee, Adam C. Lammert, Brian R. Baucom, Andrew Christensen, Panayiotis G. Georgiou, Shrikanth S. Narayanan
Automatic classification of married couples' behavior using audio features. INTERSPEECH (2010)
Chi-Chun Lee, Matthew Black, Athanasios Katsamanis, Adam C. Lammert, Brian R. Baucom, Andrew Christensen, Panayiotis G. Georgiou, Shrikanth S. Narayanan
Quantification of prosodic entrainment in affective spontaneous spoken interactions of married couples. INTERSPEECH (2010)
Viktor Rozgic, Bo Xiao, Athanasios Katsamanis, Brian R. Baucom, Panayiotis G. Georgiou, Shrikanth S. Narayanan
A new multichannel multi modal dyadic interaction database. INTERSPEECH (2010)