| 2023 | SmartComp | E-ADDA: Unsupervised Adversarial Domain Adaptation Enhanced by a New Mahalanobis Distance Loss for Smart Computing. | Ye Gao, Brian R. Baucom, Karen Rose, Kristina Gordon, Hongning Wang, John A. Stankovic |
| 2020 | ICASSP | 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 |
| 2018 | ICASSP | 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 |
| 2018 | ICMI | "Honey, I Learned to Talk": Multimodal Fusion for Behavior Analysis. | Shao-Yen Tseng, Haoqi Li, Brian R. Baucom, Panayiotis G. Georgiou |
| 2018 | Interspeech | Modeling Interpersonal Influence of Verbal Behavior in Couples Therapy Dyadic Interactions. | Sandeep Nallan Chakravarthula, Brian R. Baucom, Panayiotis G. Georgiou |
| 2018 | Interspeech | Towards an Unsupervised Entrainment Distance in Conversational Speech Using Deep Neural Networks. | Md. Nasir, Brian R. Baucom, Shrikanth S. Narayanan, Panayiotis G. Georgiou |
| 2017 | ACII | 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 |
| 2017 | ICASSP | Unsupervised latent behavior manifold learning from acoustic features: Audio2behavior. | Haoqi Li, Brian R. Baucom, Panayiotis G. Georgiou |
| 2017 | Interspeech | 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 |
| 2017 | Interspeech | Approaching Human Performance in Behavior Estimation in Couples Therapy Using Deep Sentence Embeddings. | Shao-Yen Tseng, Brian R. Baucom, Panayiotis G. Georgiou |
| 2016 | Interspeech | 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 |
| 2016 | Interspeech | 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 |
| 2016 | Interspeech | Couples Behavior Modeling and Annotation Using Low-Resource LSTM Language Models. | Shao-Yen Tseng, Sandeep Nallan Chakravarthula, Brian R. Baucom, Panayiotis G. Georgiou |
| 2015 | ACII | Modeling head motion entrainment for prediction of couples' behavioral characteristics. | Bo Xiao, Panayiotis G. Georgiou, Brian R. Baucom, Shrikanth S. Narayanan |
| 2015 | ICASSP | A language-based generative model framework for behavioral analysis of couples' therapy. | Sandeep Nallan Chakravarthula, Rahul Gupta, Brian R. Baucom, Panayiotis G. Georgiou |
| 2015 | ICASSP | 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 |
| 2015 | ICASSP | 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 |
| 2015 | Interspeech | Still together?: the role of acoustic features in predicting marital outcome. | Md. Nasir, Wei Xia, Bo Xiao, Brian R. Baucom, Shrikanth S. Narayanan, Panayiotis G. Georgiou |
| 2015 | Interspeech | A dynamic model for behavioral analysis of couple interactions using acoustic features. | Wei Xia, James Gibson, Bo Xiao, Brian R. Baucom, Panayiotis G. Georgiou |
| 2014 | ICASSP | Power-spectral analysis of head motion signal for behavioral modeling in human interaction. | Bo Xiao, Panayiotis G. Georgiou, Brian R. Baucom, Shrikanth S. Narayanan |
| 2013 | ICASSP | Data driven modeling of head motion towards analysis of behaviors in couple interactions. | Bo Xiao, Panayiotis G. Georgiou, Brian R. Baucom, Shrikanth S. Narayanan |
| 2012 | ICMI | Multimodal detection of salient behaviors of approach-avoidance in dyadic interactions. | Bo Xiao, Panayiotis G. Georgiou, Brian R. Baucom, Shrikanth S. Narayanan |
| 2011 | ACII | "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 |
| 2011 | ACII | 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 |
| 2011 | ICASSP | Estimation of ordinal approach-avoidance labels in dyadic interactions: Ordinal logistic regression approach. | Viktor Rozgic, Bo Xiao, Athanasios Katsamanis, Brian R. Baucom, Panayiotis G. Georgiou, Shrikanth S. Narayanan |
| 2011 | Interspeech | "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 |
| 2011 | Interspeech | 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 |
| 2011 | Interspeech | Acoustic and Visual Cues of Turn-Taking Dynamics in Dyadic Interactions. | Bo Xiao, Viktor Rozgic, Athanasios Katsamanis, Brian R. Baucom, Panayiotis G. Georgiou, Shrikanth S. Narayanan |
| 2010 | Interspeech | 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 |
| 2010 | Interspeech | 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 |
| 2010 | Interspeech | A new multichannel multi modal dyadic interaction database. | Viktor Rozgic, Bo Xiao, Athanasios Katsamanis, Brian R. Baucom, Panayiotis G. Georgiou, Shrikanth S. Narayanan |