Book

  1. Chi-Chun Lee, "Modeling Human Behaviors in Psychology Using Engineering Methods", River Publishers' Series in Information Science and Technology, May 2014, ISBN: 9788793102606

Book Chapter

  1. Chi-Chun Lee, Jangwon Kim, Angeliki Metallinou, Carlos Busso, Sungbok Lee, and Shrikanth S. Narayanan, “Speech in Affective Computing “, in: R.A. Calvo, S.K. D’Mello, J. Gratch and A. Kappas (Eds), Handbook of Affective Computing, Oxford University Press, ISBN: 9780199942237

Journal

  1. Stephenson J. Beck, Annika L. Meinecke, Yoichi Matsuyama, and Chi-Chun Lee, "Initiating and Maintaining Collaborations and Facilitating Understanding in Interdisciplinary Group Research", in Journal of Small Group Research
  2. Daniel Bone, Chi-Chun Lee, Theodora Chaspari, James Gibson, Shrikanth Narayanan, "Signal Processing and Machine Learning for Mental Health Research and Clinical Applications", in IEEE Signal Processing Magazine
  3. Shan-Wen Hsiao, Hung-Ching Sun, Ming-Chuan Hsieh, Ming-Hsueh Tsai, Yu Tsao, Chi-Chun Lee, "Toward Automating Oral Presentation Scoring during Principal Certification Program using Audio-video Low-level Behavior Profiles", in IEEE Transactions on Affective Computing
  4. Daniel Bone, Matthew Goodwin, Matthew Black, Chi-Chun Lee, Kartik Audhkhasi, and Shrikanth Narayanan, “Applying Machine Learning to Facilitate Autism Diagnostics: Pitfalls and Promises” in: Journal of autism and developmental disorders 45(5) 1121-1136, 2015, doi: 10.1007/s10803-014-2268-6
  5. Angeliki Metallinou, Zhaojun Yang, Chi-Chun Lee, Carlos Busso, Sharon Carnicke, and Shrikanth Narayanan, “The USC CreativeIT Database of Multimodal Dyadic Interactions: From Speech and Full Body Motion Capture to Continuous Emotional Annotations” in: Journal of Language Resources and Evaluation (to appear) 2015
  6. Daniel Bone, Chi-Chun Lee, and Shrikanth S. Narayanan, “Robust Unsupervised Arousal Rating: A rule-based framework with knowledge-inspired vocal features”, in IEEE Transaction of Affective Computing, 5(2): 201-13 2014, doi: 10.1109/TAFFC.2014.2326393
  7. Daniel Bone, Chi-Chun Lee, Matthew Black, Marian Williams, Sungbok Lee, Pat Levitt, and Shrikanth S. Narayanan, “The Psychologist as an Interlocutor in ASD Assessment: Insights from a Study of Spontaneous Prosody”, in: Journal of Speech, Language, and Hearing Research, 57(4): 1162-77, 2014, doi: 10.1044/2014_JSLHR-S-13-0062
  8. Daniel Bone, Matthew Goodwin, Matthew Black, Chi-Chun Lee, Kartik Audhkhasi, Shrikanth Narayanan, "Applying Machine Learning to Facilitate Autism Diagnostics: Pitfalls and Promises." in: Journal of autism and developmental disorders 1-16 (online first), 2014, doi: 10.1007/s10803-014-2268-6
  9. Matthew Black, Athanasios Katsamanis, Brian Baucom, Chi-Chun Lee, Adam Lammert, Andrew Christensen, Panayiotis G. Georgiou and Shrikanth S. Narayanan, "Toward Automating a Human Behavioral Coding System for Married Couples’ Interactions using Speech Acoustic Features", in: Journal of Speech Communication Speech Communication, 55:1 (1-21), 2013
  10. Chi-Chun Lee, Athanasios Katsamanis, Matthew Black, Brian Baucom, Andrew Christensen, Panayiotis G. Georgiou, and Shrikanth S. Narayanan, "Compute Vocal Entrainment: A Signal-Derived PCA-based Quantification Scheme with Application for Affect Analysis in Married Couple Interactions ", in: Journal of Computer Speech and Language, 28(2): 518-539 doi:10.1016/j.csl.2012.06.006
  11. Chi-Chun Lee, Emily Mower, Carlos Busso, Sungbok Lee, and Shrikanth S. Narayanan, "Emotion Recognition Using a Hierarchical Binary Decision Tree Approach", in: Journal of Speech Communication, 53:9-10(1162-1171), 2011
  12. Carlos Busso, Murtaza Bulut, Chi-Chun Lee, Abe Kazemzadeh, Emily Mower, Samuel Kim, Jeannette Chang, Sungbok Lee and Shrikanth S. Narayanan, "IEMOCAP: Interactive emotional dyadic motion capture database (2008)", in: Journal of Language Resources and Evaluation, 42:4 (335-359)

Conference Papers

  1. Chun-Min Chang, Bo-Hao Su, Shih-Chen Lin, Jeng-Lin Li,Chi-Chun Lee"A Boostrapped Multi-View Weighted Kernel Fusion Framework for Cross-Corpus Integration of Multimodal Emotion Recognition" in Proceedings of ACII 2017
  2. Huang-Cheng Chou, Wei-Cheng Lin, Lien-Chiang Chang, Chyi-Chang Li, Hsi-Pin Ma,Chi-Chun Lee"NNIME: The NTHU-NTUA Chinese Interactive Multimodal Emotion Corpus" in Proceedings of ACII 2017
  3. Fu-Sheng Tsai, Yi-Ming Weng, Chip-Jin Ng,Chi-Chun Lee"Embedding Stacked Bottleneck Vocal Features within an LSTM Architecture for Automatic Pain Level Classification during Emergency Triage" in Proceedings of ACII 2017
  4. Chen-Ying Hung, Wei-Chen Chen, Po-Tsun Lai, Ching-Heng LinChi-Chun Lee"Comparing Deep Neural Network and Other Machine Learning Algorithms for Stroke Prediction in a Large-Scale Population-Based Electronic Medical Claims Database" in Engineering in Medicine and Biology Society (EMBC), 2017
  5. Ya-Tse Wu, Hsuan-Yu Chen, Yu-Hsien Liao, Li-Wei Kuo,Chi-Chun Lee"Modeling Perceivers Neural-Responses using Lobe-dependent Convolutional Neural Network to Improve Speech Emotion Recognition" in Proceedings of the International Speech Communication Association (Interspeech), 2017
  6. Yun-Shao Lin, Chi-Chun Lee"Deriving Dyad-Level Interaction Representation using Interlocutors Structural and Expressive Multimodal Behavior Features" in Proceedings of the International Speech Communication Association (Interspeech), 2017
  7. Chin-Po Chen, Xian-Hong Tseng, Susan Shur-Fen Gau, Chi-Chun Lee"Computing Multimodal Dyadic Behaviors during Spontaneous Diagnosis Interviews toward Automatic Categorization of Autism Spectrum Disorder" in Proceedings of the International Speech Communication Association (Interspeech), 2017
  8. Chun-Min Chang, Chi-Chun Lee, "Fusion of Multiple Emotion Perspectives: Improving Affect Recognition Through Integrating Cross-Lingual Emotion Information" in Proceedings of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2017
  9. Hung-Shin Lee, Yu Tsao, Chi-Chun Lee, Hsin-Min Wang, Wei-Cheng Lin, Wei-Chen Chen, Shan-Wen Hsiao, Shyh-Kang Jeng, "Minimization of Regression and Ranking Loss with Shallow Neural Network on Automatic Sincerity Evaluation" in Proceedings of the International Speech Communication Association (Interspeech), 2016
  10. Fu-Sheng Tsai, Ya-Ling Hsu, Wei-Chen Chen, Yi-Ming Weng, Chip-Jin Ng,Chi-Chun Lee, "Toward Development and Evaluation of Pain Level-Rating Scale for Emergency Triage based on Vocal Characteristics and Facial Expressions" in Proceedings of the International Speech Communication Association (Interspeech), 2016
  11. Wen-Yu Huang, Shan-Wen Hsiao, Hung-Ching Sun, Ming-Chuan Hsieh, Ming-Hsueh Tsai,Chi-Chun Lee, "Enhancement of Automatic Oral Presentation Assessment System using Latent N-Grams Word Representation and Part-of-Speech Information " in Proceedings of the International Speech Communication Association (Interspeech), 2016
  12. Wei-Cheng Lin, Chi-Chun Lee, "A Thin-slice Perception of Emotion? An Information Theoretic-based Framework to Identify Locally Emotion-rich Behavior Segments for Global Affect Recognition" in Proceedings of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2016
  13. Hsuan-Yu Chen, Yu-Hsien Liao, Heng-Tai Jan, Li-Wei Kuo, Chi-Chun Lee, "A Gaussian Mixture Regression Approach toward Modeling the Affective Dynamics between Acoustically-derived Vocal Arousal Score (VC-AS) and Internal Brain fMRI BOLD Signal Response" in Proceedings of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2016
  14. Shan-Wen Hsiao, Hung-Ching Sun, Ming-Chuan Hsieh, Ming-Hsueh Tsai, Hsin-Chih Lin, Chi-Chun Lee, "A Multimodal Approach for Automatic Assessment of School Principals' Oral Presentation During Pre-service Training Program" in Proceedings of the International Speech Communication Association (Interspeech), 2015
  15. Chi-Chun Lee, Daniel Bone, Shrikanth S. Narayanan, "An Analysis of the Relationship between Signal-derived Vocal Arousal Score and Human Emotion Production and Perception" in Proceedings of the International Speech Communication Association (Interspeech), 2015
  16. Wei-Chen Chen, Po-Tsun Lai, Yu Tsao, Chi-Chun Lee, “Multimodal Arousal Rating using Unsupervised Fusion Technique”, in Proceedings of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2015
  17. How Jing, Ting-Yao Hu, Hung-Shin Lee, Wei-Chen Chen, Chi-Chun Lee, Yu Tsao and Hsin-Min Wang, "Ensemble of Machine Learning Algorithms for Cognitive and Physical Speaker Load Detection," in Proceedings of Interspeech 2014
  18. Daniel Bone, Chi-Chun Lee, Alexandros Potamianos, and Shrikanth Narayanan, "An Investigation of Vocal Arousal Dynamics in Child-Psychologist Interactions using Synchrony Measures and a Conversation-based Model", in Proceedings of InterSpeech, Singapore, 2014.
  19. Bo Xiao, Panayiotis G. Georgiou, Chi-Chun Lee, Brian Baucom Shrikanth Narayanan, “Head Motion Mimicry and its Correlation to Affectivity in Dyadic Interactions”, in: Proceedings of IEEE International Conference on Multimedia and Expo (ICME), 2013
  20. Daniel Bone, Chi-Chun Lee, Vikram Ramanarayanan, Shrikanth Narayanan, Renske S. Hoedemaker, Peter C. Gordon “Modeling Eye-Voice Coordination in Rapid Automatized Naming: Smooth Patterns of Fast Performance”, in: Proceedings of Conference of the International Speech Communication Association, 2013
  21. Daniel Bone, Chi-Chun Lee, Theodora Chaspari, Matthew P. Black, Marian Williams, Sungbok Lee, Pat Levitt and Shrikanth S. Narayanan, Acoustic-Prosodic, Turn-taking, and Language Cues in Child-Psychologist Interactions for Varying Social Demand, in: Proceedings of Conference of International Speech Communication Association, 2013
  22. Theodora Chaspari, Daniel Bone, James Gibson, Chi-Chun Lee, Shrikanth Narayanan, “Using Physiology and Language Cues for Modeling Verbal Response Latencies of Children with ASD”, in: Proceedings of International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2013
  23. Rahul Gupta, Chi-Chun Lee, Sungbok Lee, Shrikanth Narayanan, “Assessment of a Child’s Engagement Using Sequence Model Based Features”, in: Proceedings of Workshop on Affective and Social Speech Signals, 2013
  24. Chi-Chun Lee, Athanasios Katsamanis, Brian Baucom, Panayiotis G. Georgiou, Shrikanth Narayanan, “Using Measures of Vocal Entrainment to Inform Outcome-Related Behaviors in Marital Conflicts”, in: APSIPA ASC Conference, 2012
  25. Rahul Gupta, Chi-Chun Lee, Daniel Bone, Agata Rozga, Sungbok Lee, Shrikanth S. Narayanan, “Acoustical analysis of engagement behavior in children”, in: Proceedings of the Workshop on Child, Computer, and Interaction, 2012
  26. Chi-Chun Lee, Athanasios Katsamanis, Panayiotis G. Georgiou, Shrikanth S. Narayanan, “Based on Isolated Saliency or Causal Integration? Toward a Better Understanding of Human Annotation Process using Multiple Instance Learning and Sequential Probability Ratio Test”, in: Proceedings of Conference of the International Speech Communication Association, 2012
  27. Theodora Chaspari, Chi-Chun Lee, Shrikanth S. Naranyanan, “Interplay between Verbal Response Latency and Physiology of Children with Autism during ECA Interactions”, in: Proceedings of Conference of the International Speech Communication Association, 2012
  28. Daniel Bone, Chi-Chun Lee, Shrikanth S. Narayanan, “A Robust Unsupervised Arousal Rating Framework using Prosody with Cross-Corpora Evaluation”, in: Proceedings of Conference of the International Speech Communication Association, 2012
  29. Daniel Bone, Matthew P. Black, Chi-Chun Lee, Marian E. William, Pat Levitt, Sungbok Lee, Shrikanth S. Narayanan, “Spontaneous-Speech Acoustic-Prosodic Features of Children with Autism and the Interacting Psychologist”, in: Proceedings of Conference of the International Speech Communication Association, 2012
  30. Rahul Gupta, Chi-Chun Lee, and Shrikanth S. Narayanan, “Classification of Emotional Content of Sighs in Dyadic Human Interactions”, in: Proceedings of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2012
  31. Chi-Chun Lee, Athanasios Katsamanis, Matthew Black, Brian Baucom, Panayiotis G. Georgiou, and Shrikanth S. Narayanan, "Affective State Recognition in Married Couples' Interactions Using PCA-based Vocal Entrainment Measures", in: Proceedings of Affective Computing and Intelligent Interaction (ACII), Lecture Notes in Computer Science, Memphis, TN, 2011
  32. Chi-Chun Lee, Athanasios Katsamanis, Matthew Black, Brian Baucom, Panayiotis G. Georgiou, and Shrikanth S. Narayanan, "An Analysis of PCA-based Vocal Entrainment Measures in Married Couples' Affective Spoken Interactions", in: Proceedings of Conference of the International Speech Communication Association, 2011
  33. Emily Mower, Chi-Chun Lee, James Gibson, Theodora Chaspari, Marian Williams, and Shrikanth S. Narayanan, "Analyzing the Nature of ECA Interactions in Children with Autism", in: Proceedings of Conference of the International Speech Communication Association, 2011
  34. Chi-Chun Lee, Matthew Black, Athanasios Katsamanis, Adam Lammert, Brian Baucom, Andrew Christensen, Panayiotis G. Georgiou and Shrikanth S. Narayanan, "Quantification of Prosodic Entrainment in Affective Spontaneous Spoken Interactions of Married Couples", in: Proceedings of Conference of the International Speech Communication Association, 2010
  35. Matthew Black, Athanasios Katsamanis, Chi-Chun Lee, Adam Lammert, Brian Baucom, Andrew Christensen, Panayiotis G. Georgiou and Shrikanth S. Narayanan, "Automatic Classification of Married Couples' Behavior using Audio Features", in: Conference of the International Speech Communication Association, 2010 [Best Paper Award]
  36. Chi-Chun Lee and Shrikanth S. Narayanan, "Predicting interruptions in dyadic spoken interactions", in: Proceedings of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2010
  37. Angeliki Metallinou, Chi-Chun Lee, Carlos Busso, Sharon Carnicke and Shrikanth S. Narayanan, "The USC CreativeIT Database: A Multimodal Database of Theatrical Improvisation", in: Multimodal Corpora: Advances in Capturing, Coding and Analyzing Multimodality (MMC), 2010
  38. Emily Mower, Angeliki Metallinou, Chi-Chun Lee, Abe Kazemzadeh, Carlos Busso, Sungbok Lee and Shrikanth S. Narayanan, "Interpreting ambiguous emotional expressions", in: Proceedings of the International Conference on Affective Computing and Intelligent Interaction (ACII), 2009
  39. Chi-Chun Lee, Emily Mower, Carlos Busso, Sungbok Lee and Shrikanth S. Narayanan, "Emotion recognition using a hierarchical binary decision tree approach", in: Proceedings of Conference of the International Speech Communication Association, 2009 [Emotion Challenge Winning Paper]
  40. Chi-Chun Lee, Carlos Busso, Sungbok Lee and Shrikanth S. Narayanan, "Modeling mutual influence of interlocutor emotion states in dyadic spoken interactions", in: Proceedings of Conference of the International Speech Communication Association, 2009
  41. Chi-Chun Lee, Sungbok Lee and Shrikanth S. Narayanan, "An analysis of multimodal cues of interruption in dyadic spoken interactions", in: Proceedings of Conference of the International Speech Communication Association, pages 1678-1681, 2008 [Best Student Paper Award Candidate]

Conference Abstract

  1. Hengtai Jan, Shih-Yen Lin, Shiuan-Yeu Chen, Yu-Hisen Liao, Yi-Ping Chao, Chi-Chun Lee, Li-Wei Kuo, “Voxel-based Graph-theoretical Analysis (VGA) of Brain Networks Modulated by External Vocal Emotion”, in: Human Brain Mapping, Hawaii, 2015
  2. Chi-Chun Lee, Brian Baucom, Athanasios Katsamanis, Panayiotis G. Georgiou and Shrikanth Narayanan, “Modeling Vocal Interdependence during Marital Interaction: A Vector-based Approach”, In S. Weusthoff (Chair), Applied speech signal processing methods in couple and family research. Paper (oral) presented at the annual meeting of the Association for Behavioral and Cognitive Therapies, National Harbor, MD, November 2012
  3. Brian Baucom, Esti Iturradle, Chi-Chun Lee, Panayiotis G. Georgiou, Shrikanth Narayanan and Gayla Margolin, “Multisystemic family aggression and dynamic emotional processes during triadic family interaction”. In S. Weusthoff (Chair), Applied speech signal processing methods in couple and family research. Paper (oral) presented at the annual meeting of the Association for Behavioral and Cognitive Therapies, National Harbor, MD, November 2012.
  4. Theodora Chaspari, Chi-Chun Lee, Matthew P. Black, and Shrikanth S. Narayanan, "Analyzing the Physiological Synchrony of Children with Autism and Their Parents with Signal Processing Techniques", in: Proceedings of the International Meeting for Autism Research, Toronto, 2012
  5. Chi-Chun Lee, Brian Baucom, Athanasios Katsamanis, Andrew Christensen, Panayiotis G. Georgiou and Shrikanth Narayanan, “Analyzing Vocal Entrainment in Married Couples’ Interactions: a Signal-derived PCA-based Quantification Scheme and Affect Recognition using Factorial Hidden Markov Model”, in: Conference of Association for Behavioral and Congitive Therapies (ABCT): Clinical Research Methods and Statistics SIG (poster), Toronto, Nov. 2011