SAIL Publications
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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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