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• Daniel Bone, Theodora Chaspari, and Shrikanth Narayanan. Behavioral signal processing and autism. Autism Imaging and Devices, ():319, CRC Press, 2017.
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• James Gibson, Dogan Can, Panayiotis Georgiou, David Atkins, and Shrikanth Narayanan. Attention Networks for Modeling Behavior in Addiction Counseling. In In Proceedings of Interspeech, August 2017.
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• Md Nasir, Brian Baucom, Craig J. Bryan, Shrikanth Narayanan, and Panayiotis Georgiou. Complexity in speech and its relation to emotional bond in therapist-patient interactions during suicide risk assessment interviews. In In Proceedings of Interspeech, August 2017.
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• Theodora Chaspari, Sohyun Han, Daniel Bone, Adela Timmons, Laura Perrone, Gayla Margolin, and Shrikanth S. Narayanan. Dynamical Systems Modeling of Acoustic and Physiological Arousal in Young Couples. In Proceedings of the Association for the Advancement of Artificial Intelligence (AAAI) Spring Symposia, apr 2016.
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• Chaspari,Theodora, Tsiartas,Andreas, Tsilifis,Panagiotis, and Shrikanth S. Narayanan. Markov Chain Monte Carlo Inference of Parametric Dictionaries for Sparse Bayesian Approximations. IEEE Transactions on Signal Processing, 64:3077–3092, jun 2016.
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• James Gibson, Dogan Can, Bo Xiao, Zac E. Imel, David C. Atkins, Panayiotis Georgiou, and Shrikanth S. Narayanan. A Deep Learning Approach to Modeling Empathy in Addiction Counseling. In Proceedings of Interspeech, sep 2016.
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• Tanaya Guha, Zhaojun Yang, Ruth Grossman, and Shrikanth S. Narayanan. A Computational Study of Expressive Facial Dynamics in Children with Autism. IEEE Transactions on Affective Computing, pp. , 2016.
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• Clara M. Lajonchere, Barbara Y. Wheeler, Thomas W. Valente, Cary Kreutzer, Aron Munson, Shrikanth S. Narayanan, Abe Kazemzadeh, Roxana Cruz, Irene Martinez, Sheree M. Schrager, Lisa Schweitzer, Tara Chklovski, and Darryl Hwang. Strategies for Disseminating Information on Biomedical Research on Autism to Hispanic Parents. Journal of Autism and Developmental Disorders, 46(3):1038–1050, feb 2016.
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• Bo Xiao, James Gibson, Dogan Can, Zac E. Imel, David C. Atkins, Panayiotis Georgiou, and Shrikanth S. Narayanan. Behavioral Coding of Therapist Language in Addiction Counseling Using Recurrent Neural Networks. In Proceedings of Interspeech, 2016.
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• Brian Baucom, Elisa Sheng, Andrew Christensen, Panayiotis Georgiou, Shrikanth S. Narayanan, and David Atkins. Behaviorally-based couple therapies reduce emotional arousal during couple conflict. Behaviour Research and Therapy, pp. 49–55, sep 2015.
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• Dogan Can, David Atkins, and Shrikanth S. Narayanan. A Dialog Act Tagging Approach to Behavioral Coding: A Case Study of Addiction Counseling Conversations. In Proceedings of Interspeech, pp. 339–343, sep 2015.
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• Sandeep Nallan Chakravarthula, Bo Xiao, Zac E. Imel, David C. Atkins, and Panayiotis Georgiou. Assessing Empathy using Static and Dynamic Behavior Models based on Therapist's Language in Addiction Counseling. In Proceedings of Interspeech, pp. 668–672, sep 2015.
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• James Gibson, Nikolaos Malandrakis, Francisco Romero, David Atkins, and Shrikanth S. Narayanan. Predicting Therapist Empathy in Motivational Interviews using Language Features Inspired by Psycholinguistic Norms. In Proceedings of Interspeech, sep 2015.
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• Rahul Gupta, Theodora Chaspari, Panayiotis Georgiou, David Atkins, and Shrikanth S. Narayanan. Analysis and modeling of the role of laughter in motivational interviewing based psychotherapy conversations. In Proceedings of Interspeech, pp. 1962–1966, sep 2015.
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• Anil Ramakrishna, Nikolaos Malandrakis, Elizabeth Staruk, and Shrikanth S. Narayanan. A quantitative analysis of gender differences In movies using psycholinguistic normatives. In Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing (EMNLP), pp. 1996–2001, Association for Computational Linguistics, sep 2015.
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• Bo Xiao, Panayiotis Georgiou, Brian Baucom, and Shrikanth S. Narayanan. Head Motion Modeling for Human Behavior Analysis in Dyadic Interaction. IEEE Transactions on Multimedia, 17(7):1107–1119, jul 2015.
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• Bo Xiao, Brian Baucom, Panayiotis Georgiou, and Shrikanth S. Narayanan. Modeling Head Motion Entrainment for Prediction of Couples' Behavioral Characteristics. In Proceedings of Affective Computing and Intelligent Interaction (ACII), sep 2015.
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• Rahul Gupta, Nikolaos Malandrakis, Bo Xiao, Tanaya Guha, Maarten Van Segbroeck, Matthew P. Black, Alexandros Potamianos, and Shrikanth Narayanan. Multimodal prediction of affective dimensions and depression in human-computer interactions. In 4th International Workshop on Audio/Visual Emotion Challenge, pp. 33–40, ACM, 2014.
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• Rahul Gupta, Panayiotis Georgiou, David Atkins, and Shrikanth Narayanan. Predicting Client’s inclination towards Target Behavior Change in Motivational Interviewing and investigating the role of laughter. In Proceedings of Interspeech, sep 2014.
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• Bo Xiao, Daniel Bone, Maarten Van Segbroeck, Zac E. Imel, David Atkins, Panayiotis Georgiou, and Shrikanth Narayanan. Modeling Therapist Empathy through Prosody in Drug Addiction Counseling. In Proceedings of Interspeech, sep 2014.
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• Matthew P. Black, Athanasios Katsamanis, Brian Baucom, Chi-Chun Lee, Adam Lammert, Andrew Christensen, Panayiotis Georgiou, and Shrikanth S. Narayanan. Toward automating a human behavioral coding system for married couples' interactions using speech acoustic features. Speech Communication, 55(1):1–21, jan 2013.
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• Rahul Gupta, Kartik Audhkhasi, Sungbok Lee, and Shrikanth S. Narayanan. Speech paralinguistic event detection using probabilistic time-series smoothing and masking. In Proceedings of InterSpeech, aug 2013.
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• Bo Xiao, Panayiotis Georgiou, Brian Baucom, and Shrikanth S. Narayanan. Data driven modeling of head motion toward analysis of behaviors in couple interactions. In International Conference on Acoustics, Speech and Signal Processing (ICASSP), may 2013.
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• Priti Aggarwal, Ron Artstein, Jillian Gerten, Athanasios Katsamanis, Shrikanth S. Narayanan, Angela Nazarian, and David Traum. The Twins corpus of museum visitor questions. In Proceedings of the LREC-2012, pp. 2355–2361, may 2012.
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• Rahul Gupta, Chi-Chun Lee, Daniel Bone, Agata Rozga, Sungbok Lee, and Shrikanth S. Narayanan. Acoustical analysis of engagement behavior in children. In Proceedings of Workshop on Child, Computer and Interaction (WOCCI 2012), sep 2012.
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• Bo Xiao, Panayiotis Georgiou, and Shrikanth S. Narayanan. Multimodal detection of salient behaviors of Approach-Avoidance in dyadic interactions. In Proceedings of the ACM International Conference on Multimodal Interaction (ICMI 2012), oct 2012.
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• Daniel Bone, Matthew P. Black, Ming Li, Angeliki Metallinou, Sungbok Lee, and Shrikanth S. Narayanan. Intoxicated Speech Detection by Fusion of Speaker Normalized Hierarchical Features and GMM Supervectors. In Proceedings of Interspeech, Florence, Italy, pp. 3217–3220, aug 2011.
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• James Gibson, Athanasios Katsamanis, Matthew P. Black, and Shrikanth S. Narayanan. Automatic Identification of Salient Acoustic Instances in Couples' Behavioral Interactions using Diverse Density Support Vector Machines. In Proceedings of Interspeech, Florence, Italy, aug 2011.
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• Samuel Kim, Ming Li, Sangwon Lee, Urbashi Mitra, Adar Emken, Donna Spruijt-Metz, Murali Annavaram, and Shrikanth S. Narayanan. Modeling High-Level Descriptions of Real-Life Physical Activities Using Latent Topic Modeling of Multimodal Sensor Signals. In 33rd Annual International IEEE EMBS conferemce (EMBC), aug 2011.
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• Bo Xiao, Viktor Rozgic, Athanasios Katsamanis, Brian Baucom, Panayiotis Georgiou, and Shrikanth S. Narayanan. Acoustic and Visual Cues of Turn-Taking Dynamics in Dyadic Interactions. In Proceedings of Interspeech, Florence, Italy, aug 2011.
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• Matthew P. Black, Athanasios Katsamanis, Chi-Chun Lee, Adam Lammert, Brian Baucom, Andrew Christensen, Panayiotis Georgiou, and Shrikanth S. Narayanan. Automatic Classification of Married Couples' Behavior using Audio Features. In In Proceedings of InterSpeech, pp. 2030–2033, sep 2010.
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• Ming Li, Chi-Sang Jung, and Kyu Jeong Han. Combining Five Acoustic Level methods for Automatic Speaker Age and Gender Recognition. In In Proceedings of InterSpeech, sep 2010.
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• Ming Li and Shrikanth S. Narayanan. Robust ECG Biometrics by Fusing Temporal and Cepstral Information. In Proceedings of 20th International Conference on Pattern Recognition (ICPR), aug 2010.
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• Serdar Yildirim, Chul Min Lee, Sungbok Lee, Alexandros Potamianos, and Shrikanth S. Narayanan. Detecting politeness and frustration state of a child in a conversational computer game. In Proceedings of InterSpeech, pp. 2209–2212, Lisbon, Portugal, oct 2005.
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