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Brian R. Baucom
Person information
- affiliation: University of Utah, USA
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2020 – today
- 2023
- [c35]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: 172-179 - 2022
- [j8]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): 1651-1663 (2022) - [i9]Ye Gao, Brian R. Baucom, Karen Rose, Kristina Gordon, Hongning Wang, John A. Stankovic:
The Enforced Transfer: A Novel Domain Adaptation Algorithm. CoRR abs/2201.10001 (2022) - 2021
- [j7]Sandeep Nallan Chakravarthula, Brian R. W. Baucom, Shrikanth Narayanan, Panayiotis G. Georgiou:
An analysis of observation length requirements for machine understanding of human behaviors from spoken language. Comput. Speech Lang. 66: 101162 (2021) - [j6]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: 101226 (2021) - [i8]Haoqi Li, Brian R. Baucom, Shrikanth Narayanan, Panayiotis G. Georgiou:
Unsupervised Speech Representation Learning for Behavior Modeling using Triplet Enhanced Contextualized Networks. CoRR abs/2104.03899 (2021) - 2020
- [j5]Haoqi Li, Brian R. Baucom, Panayiotis G. Georgiou:
Linking emotions to behaviors through deep transfer learning. PeerJ Comput. Sci. 6: e246 (2020) - [c34]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: 6539-6543
2010 – 2019
- 2019
- [j4]Shao-Yen Tseng, Brian R. Baucom, Panayiotis G. Georgiou:
Unsupervised online multitask learning of behavioral sentence embeddings. PeerJ Comput. Sci. 5: e200 (2019) - [c33]Md. Nasir, Sandeep Nallan Chakravarthula, Brian R. W. Baucom, David C. Atkins, Panayiotis G. Georgiou, Shrikanth Narayanan:
Modeling Interpersonal Linguistic Coordination in Conversations Using Word Mover's Distance. INTERSPEECH 2019: 1423-1427 - [i7]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 abs/1904.06002 (2019) - [i6]Haoqi Li, Brian R. Baucom, Panayiotis G. Georgiou:
Linking emotions to behaviors through deep transfer learning. CoRR abs/1910.03641 (2019) - [i5]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 abs/1911.09515 (2019) - 2018
- [c32]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: 4944-4948 - [c31]Shao-Yen Tseng, Haoqi Li, Brian R. Baucom, Panayiotis G. Georgiou:
"Honey, I Learned to Talk": Multimodal Fusion for Behavior Analysis. ICMI 2018: 239-243 - [c30]Sandeep Nallan Chakravarthula, Brian R. Baucom, Panayiotis G. Georgiou:
Modeling Interpersonal Influence of Verbal Behavior in Couples Therapy Dyadic Interactions. INTERSPEECH 2018: 2339-2343 - [c29]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: 3423-3427 - [i4]Md. Nasir, Brian R. Baucom, Shrikanth S. Narayanan, Panayiotis G. Georgiou:
Towards an Unsupervised Entrainment Distance in Conversational Speech using Deep Neural Networks. CoRR abs/1804.08782 (2018) - [i3]Sandeep Nallan Chakravarthula, Brian R. Baucom, Panayiotis G. Georgiou:
Modeling Interpersonal Influence of Verbal Behavior in Couples Therapy Dyadic Interactions. CoRR abs/1805.09436 (2018) - 2017
- [c28]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: 267-272 - [c27]Haoqi Li, Brian R. Baucom, Panayiotis G. Georgiou:
Unsupervised latent behavior manifold learning from acoustic features: Audio2behavior. ICASSP 2017: 5620-5624 - [c26]Shao-Yen Tseng, Brian R. Baucom, Panayiotis G. Georgiou:
Approaching Human Performance in Behavior Estimation in Couples Therapy Using Deep Sentence Embeddings. INTERSPEECH 2017: 3291-3295 - [c25]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: 3296-3300 - [i2]Haoqi Li, Brian R. Baucom, Panayiotis G. Georgiou:
Unsupervised Latent Behavior Manifold Learning from Acoustic Features: audio2behavior. CoRR abs/1701.03198 (2017) - 2016
- [c24]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: 893-897 - [c23]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: 898-902 - [c22]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: 1407-1411 - [i1]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 abs/1606.04518 (2016) - 2015
- [j3]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): 1107-1119 (2015) - [c21]Bo Xiao, Panayiotis G. Georgiou, Brian R. Baucom, Shrikanth S. Narayanan:
Modeling head motion entrainment for prediction of couples' behavioral characteristics. ACII 2015: 91-97 - [c20]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: 817-821 - [c19]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: 1886-1890 - [c18]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: 2090-2094 - [c17]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: 1957-1961 - [c16]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: 2499-2503 - 2014
- [j2]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): 518-539 (2014) - [c15]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: 4593-4597 - 2013
- [j1]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): 1-21 (2013) - [c14]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: 3766-3770 - [c13]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: 1-6 - 2012
- [c12]Brian R. Baucom, Esti Iturralde:
A behaviorist manifesto for the 21st century. APSIPA 2012: 1-4 - [c11]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: 1-5 - [c10]Bo Xiao, Panayiotis G. Georgiou, Brian R. Baucom, Shrikanth S. Narayanan:
Multimodal detection of salient behaviors of approach-avoidance in dyadic interactions. ICMI 2012: 141-144 - 2011
- [c9]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: 31-41 - [c8]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: 87-96 - [c7]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: 2368-2371 - [c6]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: 89-92 - [c5]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: 2441-2444 - [c4]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: 3101-3104 - 2010
- [c3]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: 793-796 - [c2]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: 1982-1985 - [c1]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: 2030-2033
Coauthor Index
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