Automatic classification of married couples' behavior using audio features. - Matthew Black; Athanasios Katsamanis; Chi-Chun Lee; Adam C. Lammert; Brian R. Baucom; Andrew Christensen; Panayiotis G. Georgiou; Shrikanth S. Narayanan (INTERSPEECH, 2010)

Quantification of prosodic entrainment in affective spontaneous spoken interactions of married couples. - Chi-Chun Lee; Matthew Black; Athanasios Katsamanis; Adam C. Lammert; Brian R. Baucom; Andrew Christensen; Panayiotis G. Georgiou; Shrikanth S. Narayanan (INTERSPEECH, 2010)

A new multichannel multi modal dyadic interaction database. - Viktor Rozgic; Bo Xiao 003; Athanasios Katsamanis; Brian R. Baucom; Panayiotis G. Georgiou; Shrikanth S. Narayanan (INTERSPEECH, 2010)

"That's Aggravating, Very Aggravating": Is It Possible to Classify Behaviors in Couple Interactions Using Automatically Derived Lexical Features? - Panayiotis G. Georgiou; Matthew Black; Adam C. Lammert; Brian R. Baucom; Shrikanth S. Narayanan (ACII (1), 2011)

Affective State Recognition in Married Couples' Interactions Using PCA-Based Vocal Entrainment Measures with Multiple Instance Learning. - Chi-Chun Lee; Athanasios Katsamanis; Matthew P. Black; Brian R. Baucom; Panayiotis G. Georgiou; Shrikanth S. Narayanan (ACII (2), 2011)

Estimation of ordinal approach-avoidance labels in dyadic interactions: Ordinal logistic regression approach. - Viktor Rozgic; Bo Xiao 003; Athanasios Katsamanis; Brian R. Baucom; Panayiotis G. Georgiou; Shrikanth S. Narayanan (ICASSP, 2011)

"You made me do it": Classification of Blame in Married Couples' Interactions by Fusing Automatically Derived Speech and Language Information. - Matthew Black; Panayiotis G. Georgiou; Athanasios Katsamanis; Brian R. Baucom; Shrikanth S. Narayanan (INTERSPEECH, 2011)

An Analysis of PCA-Based Vocal Entrainment Measures in Married Couples' Affective Spoken Interactions. - Chi-Chun Lee; Athanasios Katsamanis; Matthew P. Black; Brian R. Baucom; Panayiotis G. Georgiou; Shrikanth S. Narayanan (INTERSPEECH, 2011)

Acoustic and Visual Cues of Turn-Taking Dynamics in Dyadic Interactions. - Bo Xiao 003; Viktor Rozgic; Athanasios Katsamanis; Brian R. Baucom; Panayiotis G. Georgiou; Shrikanth S. Narayanan (INTERSPEECH, 2011)

A behaviorist manifesto for the 21st century. - Brian R. Baucom; Esti Iturralde (APSIPA, 2012)

Using measures of vocal entrainment to inform outcome-related behaviors in marital conflicts. - Chi-Chun Lee; Athanasios Katsamanis; Brian R. Baucom; Panayiotis G. Georgiou; Shrikanth S. Narayanan (APSIPA, 2012)

Multimodal detection of salient behaviors of approach-avoidance in dyadic interactions. - Bo Xiao 003; Panayiotis G. Georgiou; Brian R. Baucom; Shrikanth S. Narayanan (ICMI, 2012)

Data driven modeling of head motion towards analysis of behaviors in couple interactions. - Bo Xiao 003; Panayiotis G. Georgiou; Brian R. Baucom; Shrikanth S. Narayanan (ICASSP, 2013)

Head motion synchrony and its correlation to affectivity in dyadic interactions. - Bo Xiao 003; Panayiotis G. Georgiou; Chi-Chun Lee; Brian R. Baucom; Shrikanth S. Narayanan (ICME, 2013)

Toward automating a human behavioral coding system for married couples' interactions using speech acoustic features. - Matthew P. Black; Athanasios Katsamanis; Brian R. Baucom; Chi-Chun Lee; Adam C. Lammert; Andrew Christensen; Panayiotis G. Georgiou; Shrikanth S. Narayanan (Speech Commun., 2013)

Power-spectral analysis of head motion signal for behavioral modeling in human interaction. - Bo Xiao 003; Panayiotis G. Georgiou; Brian R. Baucom; Shrikanth S. Narayanan (ICASSP, 2014)

Computing vocal entrainment: A signal-derived PCA-based quantification scheme with application to affect analysis in married couple interactions. - Chi-Chun Lee; Athanasios Katsamanis; Matthew P. Black; Brian R. Baucom; Andrew Christensen; Panayiotis G. Georgiou; Shrikanth S. Narayanan (Comput. Speech Lang., 2014)

Modeling head motion entrainment for prediction of couples' behavioral characteristics. - Bo Xiao 003; Panayiotis G. Georgiou; Brian R. Baucom; Shrikanth S. Narayanan (ACII, 2015)

A language-based generative model framework for behavioral analysis of couples' therapy. - Sandeep Nallan Chakravarthula; Rahul Gupta 001; Brian R. Baucom; Panayiotis G. Georgiou (ICASSP, 2015)

Quantifying EDA synchrony through joint sparse representation: A case-study of couples' interactions. - 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 (ICASSP, 2015)

Redundancy analysis of behavioral coding for couples therapy and improved estimation of behavior from noisy annotations. - Md. Nasir; Brian R. Baucom; Panayiotis G. Georgiou; Shrikanth S. Narayanan (ICASSP, 2015)

Still together?: the role of acoustic features in predicting marital outcome. - Md. Nasir; Wei Xia; Bo Xiao 003; Brian R. Baucom; Shrikanth S. Narayanan; Panayiotis G. Georgiou (INTERSPEECH, 2015)

A dynamic model for behavioral analysis of couple interactions using acoustic features. - Wei Xia; James Gibson; Bo Xiao 003; Brian R. Baucom; Panayiotis G. Georgiou (INTERSPEECH, 2015)

Head Motion Modeling for Human Behavior Analysis in Dyadic Interaction. - Bo Xiao 003; Panayiotis G. Georgiou; Brian R. Baucom; Shrikanth S. Narayanan (IEEE Trans. Multim., 2015)

Sparsely Connected and Disjointly Trained Deep Neural Networks for Low Resource Behavioral Annotation: Acoustic Classification in Couples' Therapy. - Haoqi Li; Brian R. Baucom; Panayiotis G. Georgiou (INTERSPEECH, 2016)

Complexity in Prosody: A Nonlinear Dynamical Systems Approach for Dyadic Conversations; Behavior and Outcomes in Couples Therapy. - Md. Nasir; Brian R. Baucom; Shrikanth S. Narayanan; Panayiotis G. Georgiou (INTERSPEECH, 2016)

Couples Behavior Modeling and Annotation Using Low-Resource LSTM Language Models. - Shao-Yen Tseng; Sandeep Nallan Chakravarthula; Brian R. Baucom; Panayiotis G. Georgiou (INTERSPEECH, 2016)

Exploring sparse representation measures of physiological synchrony for romantic couples. - Theodora Chaspari; Adela C. Timmons; Brian R. Baucom; Laura Perrone; Katherine J. W. Baucom; Panayiotis G. Georgiou; Gayla Margolin; Shrikanth S. Narayanan (ACII, 2017)

Unsupervised latent behavior manifold learning from acoustic features: Audio2behavior. - Haoqi Li; Brian R. Baucom; Panayiotis G. Georgiou (ICASSP, 2017)

Complexity in Speech and its Relation to Emotional Bond in Therapist-Patient Interactions During Suicide Risk Assessment Interviews. - Md. Nasir; Brian R. Baucom; Craig J. Bryan; Shrikanth S. Narayanan; Panayiotis G. Georgiou (INTERSPEECH, 2017)

Approaching Human Performance in Behavior Estimation in Couples Therapy Using Deep Sentence Embeddings. - Shao-Yen Tseng; Brian R. Baucom; Panayiotis G. Georgiou (INTERSPEECH, 2017)

Towards Predicting Physiology from Speech During Stressful Conversations: Heart Rate and Respiratory Sinus Arrhythmia. - Arindam Jati; Paula G. Williams; Brian R. Baucom; Panayiotis G. Georgiou (ICASSP, 2018)

"Honey, I Learned to Talk": Multimodal Fusion for Behavior Analysis. - Shao-Yen Tseng; Haoqi Li; Brian R. Baucom; Panayiotis G. Georgiou (ICMI, 2018)

Modeling Interpersonal Influence of Verbal Behavior in Couples Therapy Dyadic Interactions. - Sandeep Nallan Chakravarthula; Brian R. Baucom; Panayiotis G. Georgiou (INTERSPEECH, 2018)

Towards an Unsupervised Entrainment Distance in Conversational Speech Using Deep Neural Networks. - Md. Nasir; Brian R. Baucom; Shrikanth S. Narayanan; Panayiotis G. Georgiou (INTERSPEECH, 2018)

Modeling Interpersonal Linguistic Coordination in Conversations Using Word Mover's Distance. - Md. Nasir; Sandeep Nallan Chakravarthula; Brian R. W. Baucom; David C. Atkins; Panayiotis G. Georgiou; Shrikanth Narayanan (INTERSPEECH, 2019)

An analysis of observation length requirements in spoken language for machine understanding of human behaviors. - Sandeep Nallan Chakravarthula; Brian R. Baucom; Shrikanth S. Narayanan; Panayiotis G. Georgiou (CoRR, 2019)

Unsupervised online multitask learning of behavioral sentence embeddings. - Shao-Yen Tseng; Brian R. Baucom; Panayiotis G. Georgiou (PeerJ Comput. Sci., 2019)

Automatic Prediction of Suicidal Risk in Military Couples Using Multimodal Interaction Cues from Couples Conversations. - Sandeep Nallan Chakravarthula; Md. Nasir; Shao-Yen Tseng; Haoqi Li; Tae Jin Park; Brian R. Baucom; Craig J. Bryan; Shrikanth Narayanan; Panayiotis G. Georgiou (ICASSP, 2020)

Linking emotions to behaviors through deep transfer learning. - Haoqi Li; Brian R. Baucom; Panayiotis G. Georgiou (PeerJ Comput. Sci., 2020)

An analysis of observation length requirements for machine understanding of human behaviors from spoken language. - Sandeep Nallan Chakravarthula; Brian R. W. Baucom; Shrikanth Narayanan; Panayiotis G. Georgiou (Comput. Speech Lang., 2021)

Unsupervised speech representation learning for behavior modeling using triplet enhanced contextualized networks. - Haoqi Li; Brian R. Baucom; Shrikanth Narayanan; Panayiotis G. Georgiou (Comput. Speech Lang., 2021)

The Enforced Transfer: A Novel Domain Adaptation Algorithm. - Ye Gao; Brian R. Baucom; Karen Rose 001; Kristina Gordon; Hongning Wang; John A. Stankovic (CoRR, 2022)

Modeling Vocal Entrainment in Conversational Speech Using Deep Unsupervised Learning. - Md. Nasir; Brian R. Baucom; Craig J. Bryan; Shrikanth Narayanan; Panayiotis G. Georgiou (IEEE Trans. Affect. Comput., 2022)

E-ADDA: Unsupervised Adversarial Domain Adaptation Enhanced by a New Mahalanobis Distance Loss for Smart Computing. - Ye Gao; Brian R. Baucom; Karen Rose 001; Kristina Gordon; Hongning Wang; John A. Stankovic (SMARTCOMP, 2023)