Publications

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2017
journal articles
  • Daniel Bone, Chi-Chun Lee, Theodora Chaspari, James Gibson, Shrikanth Narayanan, "Signal Processing and Machine Learning for Mental Health Research and Clinical Applications", IEEE Signal Processing Magazine, vol. 34, no. 5, pp. 189-196, 2017.
  • Daniel Bone, Theodora Chaspari, Shrikanth Narayanan, "Behavioral signal processing and autism", Autism Imaging and Devices, CRC Press, vol. , no. , pp. 319, 2017.
papers in conference proceedings
  • Manoj Kumar, Daniel Bone, Kelly McWilliams, Shanna Williams, Thomas Lyon, Shrikanth Narayanan, "Multi-scale Context Adaptation for Improving Child Automatic Speech Recognition in Child-Adult Spoken Interactions", In Proceedings of Interspeech, 2017.
  • Daniel Bone, Julia Mertens, Emily Zane, Sungbok Lee, Shrikanth Narayanan, Ruth Grossman, "Acoustic-Prosodic and Physiological Response to Stressful Interactions in Children with Autism Spectrum Disorder", In Proceedings of Interspeech, 2017.


2016
journal articles
  • Daniel Bone, Somer Bishop, Matthew P. Black, Matthew Goodwin, Catherine Lord, Shrikanth S. Narayanan, "Use of Machine Learning to Improve Autism Screening and Diagnostic Instruments: Effectiveness, Efficiency, and Multi-Instrument Fusion", The Journal of Child Psychology and Psychiatry, vol. 57, no. 8, pp. 927-937, 2016.
  • 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, Darryl Hwang, "Strategies for Disseminating Information on Biomedical Research on Autism to Hispanic Parents", Journal of Autism and Developmental Disorders, vol. 46, no. 3, pp. 1038-1050, 2016.
  • Rahul Gupta, Daniel Bone, Sungbok Lee, Shrikanth S. Narayanan, "Analysis of engagement behavior in children during dyadic interactions using prosodic cues", Computer, Speech, and Language, vol. 37, no. 47–66, 2016.
  • Tanaya Guha, Zhaojun Yang, Ruth Grossman, Shrikanth S. Narayanan, "A Computational Study of Expressive Facial Dynamics in Children with Autism", IEEE Transactions on Affective Computing, 2016.
papers in conference proceedings
  • Manoj Kumar, Rahul Gupta, Daniel Bone, Nikolaos Malandrakis, Somer Bishop, Shrikanth S. Narayanan, "Objective Language Feature Analysis in Children with Neurodevelopmental Disorders During Autism Assessment", Proceedings of Interspeech, 2016.
  • Daniel Bone, Somer Bishop, Rahul Gupta, Sungbok Lee, Shrikanth Narayanan, "Acoustic-Prosodic and Turn-taking Features in Interactions with Children with Neurodevelopmental Disorders", 2016.
  • Daniel Bone, Somer Bishop, Rahul Gupta, Sungbok Lee, Shrikanth S. Narayanan, "Acoustic-Prosodic and Turn-Taking Features in Interactions with Children with Neurodevelopmental Disorders", Proceedings of Interspeech, 2016.


2015
journal articles
  • Daniel Bone, Matthew Goodwin, Matthew P. Black, Chi-Chun Lee, Kartik Audhkhasi, Shrikanth S. Narayanan, "Applying Machine Learning to Facilitate Autism Diagnostics: Pitfalls and promises", Journal of Autism and Developmental Disorders, vol. 45, no. 5, pp. 1121-1136, 2015.
papers in conference proceedings
  • Daniel Bone, Matthew P. Black, Anil Ramakrishna, Ruth Grossman, Shrikanth S. Narayanan, "Acoustic-Prosodic Correlates of ‘Awkward’ Prosody in Story Retellings from Adolescents with Autism", Proceedings of Interspeech, 2015.
  • Tanaya Guha, Zhaojun Yang, Anil Ramakrishna, Ruth Grossman, Darren Hedley, Sungbok Lee, Shrikanth S. Narayanan, "ON QUANTIFYING FACIAL EXPRESSION-RELATED ATYPICALITY OF CHILDREN WITH AUTISM SPECTRUM DISORDER", Proceedings of IEEE International Conference on Audio, Speech and Signal Processing (ICASSP), 2015.


2014
journal articles
  • Daniel Bone, Matthew Black, Chi-Chun Lee, Marian Williams, Pat Levitt, Sungbok Lee, Shrikanth S. Narayanan, "The Psychologist as an Interlocutor in Autism Spectrum Disorder Assessment: Insights from a Study of Spontaneous Prosody", Journal of Speech, Language, and Hearing Research, vol. 57, pp. 1162–1177, 2014.
  • Daniel Bone, Chi-Chun Lee, Shrikanth S. Narayanan, "Robust Unsupervised Arousal Rating: A rule-based framework with knowledge-inspired vocal features", IEEE Transactions on Affective Computing, 2014.
  • Daniel Bone, Matthew Goodwin, Matthew Black, Chi-Chun Lee, Kartik Audhkhasi, Shrikanth S. Narayanan, "Applying Machine Learning to Facilitate Autism Diagnostics: Pitfalls and promises", Journal of Autism and Developmental Disorders, 2014.
papers in conference proceedings
  • Daniel Bone, Chi-Chun Lee, Alexandros Potamianos, Shrikanth Narayanan, "An Investigation of Vocal Arousal Dynamics in Child-Psychologist Interactions using Synchrony Measures and a Conversation-based Model", Proceedings of Interspeech, 2014.
  • Theodora Chaspari, Matthew Goodwin, Oliver Wilder-Smith, Amanda Gulsrud, Charlotte Mucchetti, Connie Kasari, Shrikanth Narayanan, "A Non-Homogeneous Poisson Process Model of Skin Conductance Responses Integrated with Observed Regulatory Behaviors for Autism Intervention", Proceedings of IEEE International Conference on Audio, Speech and Signal Processing (ICASSP), 2014.


2013
journal articles
papers in conference proceedings
  • Daniel Bone, Chi-Chun Lee, Vikram Ramanarayanan, Shrikanth S. Narayanan, Renske S. Hoedemaker, Peter C. Gordon, "Analyzing Eye-Voice Coordination in Rapid Automatized Naming", Proceedings of InterSpeech, 2013.
  • Daniel Bone, Theodora Chaspari, Kartik Audhkhasi, James Gibson, Andreas Tsiartas, Maarten Van Segbroeck, Ming Li, Sungbok Lee, Shrikanth S. Narayanan, "Classifying Language-Related Developmental Disorders from Speech Cues: the Promise and the Potential Confounds", Proceedings of InterSpeech, 2013.
  • Daniel Bone, Chi-Chun Lee, Theodora Chaspari, Matthew P. Black, Marian Williams, Sungbok Lee, Pat Levitt, Shrikanth S. Narayanan, "Acoustic-Prosodic, Turn-taking, and Language Cues in Child-Psychologist Interactions for Varying Social Demand", Proceedings of InterSpeech, 2013.
  • Rahul Gupta, Kartik Audhkhasi, Sungbok Lee, Shrikanth S. Narayanan, "Speech paralinguistic event detection using probabilistic timeseries smoothing and masking", Proceedings of InterSpeech, 2013.
  • Theodora Chaspari, Emily Mower Provost, Shrikanth S. Narayanan, "Analyzing the structure of parent-moderated narratives from children with ASD using an entity-based approach", Proceedings of InterSpeech, 2013.
  • Angeliki Metallinou, Ruth Grossman, Shrikanth S. Narayanan, "Quantifying Atypicality In Affective Facial Expressions Of Children With Autism Spectrum Disorders", Proceedings of the IEEE International Conference on Multimedia & Expo (ICME), 2013.
  • Theodora Chaspari, Daniel Bone, James Gibson, Chi-Chun Lee, Shrikanth S. Narayanan, "Using physiology and language cues for modeling verbal response latencies of children with ASD", International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2013.


2012
papers in conference proceedings
  • Daniel Bone, Matthew P. Black, Chi-Chun Lee, Marian E. Williams, Pat Levitt, Sungbok Lee, Shrikanth S. Narayanan, "Spontaneous-Speech Acoustic-Prosodic Features of Children with Autism and the Interacting Psychologist", Proceedings of InterSpeech, 2012.
  • Theodora Chaspari, Chi-Chun Lee, Shrikanth S. Narayanan, "Interplay between verbal response latency and physiology of children with autism during ECA interactions", Proceedings of InterSpeech, 2012.
  • Daniel Bone, Chi-Chun Lee, Shrikanth S. Narayanan, "A Robust Unsupervised Arousal Rating Framework using Prosody with Cross-Corpora Evaluation", Proceedings of InterSpeech, 2012.
  • Rahul Gupta, Chi-Chun Lee, Daniel Bone, Agata Rozga, Sungbok Lee, Shrikanth S. Narayanan, "Acoustical analysis of engagement behavior in children", Proceedings of Workshop on Child, Computer and Interaction (WOCCI 2012), 2012.
  • Theodora Chaspari, Emily Mower Provost, Athanasios Katsamanis, Shrikanth S. Narayanan, "AN ACOUSTIC ANALYSIS OF SHARED ENJOYMENT IN ECA INTERACTIONS OF CHILDREN WITH AUTISM", Proceedings of the International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2012.
  • Rahul Gupta, Chi-Chun Lee, Shrikanth S. Narayanan, "CLASSIFICATION OF EMOTIONAL CONTENT OF SIGHS IN DYADIC HUMAN INTERACTIONS", Proceedings of the International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2012.


2011
papers in conference proceedings
  • Matthew P. Black, Daniel Bone, Marian E. Williams, Phillip Gorrindo, Pat Levitt, Shrikanth S. Narayanan, "The USC CARE Corpus: Child-Psychologist Interactions of Children with Autism Spectrum Disorders", Proceedings of Interspeech, Florence, Italy, 2011.
  • Emily Mower, Chi-Chun Lee, James Gibson, Theodora Chaspari, Marian Williams, Shrikanth S. Narayanan, "Analyzing the Nature of ECA Interactions in Children with Autism", Proceedings of Interspeech, Florence, Italy, 2011.
  • Emily Mower, Matthew Black, Elisa Flores, Marian Williams, Shrikanth S. Narayanan, "Design of an Emotionally Targeted Interactive Agent for Children with Autism", Proceedings of IEEE International Conference on Multimedia & Expo (ICME), pp. 1-6, 2011.