Publications

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, 2014, ISBN: 9780199942237

Journal

  1. Chen-Ying Hung, Ching-Heng Lin, Tsuo-Hung Lan, Giia-Sheun Peng, Chi-Chun Lee, "Development of an Intelligent Decision Support System for Ischemic Stroke Risk Assessment in a Population-based Electronic Health Record Database", in PLOS ONE, 2019
  2. Chin-Po Chen, Susan Shur-Fen Gau, Chi-Chun Lee, "Toward Differential Diagnosis of Autism Spectrum Disorder using Multimodal Behavior Descriptors and Executive Functions", in Journal of Computer Speech and Language (CSL)
  3. Bor-Sheng Ko, Yu-Fen Wang, Jeng-Lin Li, Chi-Cheng Li, Pei-Fang Weng, Szu-Chun Hsu, Hsin-An Hou, Huai-Hsuan Huang, Ming Yao, Chien-Ting Lin, Jia-Hau Liu, Cheng-Hong Tsai, Tai-Chung Huang, Shang-Ju Wu, Shang-Yi Huang, Wen-Chien Chou, Hwei-Fang Tien, Chi-Chun Lee, Jih-Luh Tang , "Clinically validated machine learning algorithm for detecting residual diseases with multicolor flow cytometry analysis in acute myeloid leukemia and myelodysplastic syndrome", in EBioMedicine (2018), DOI: 10.1016/j.ebiom.2018.10.042 (in press)
  4. Wei-Cheng Lin and Chi-Chun Lee, "Computational Analyses of Thin-sliced Behavior Segments in Session-level Affect Perception" in IEEE Transactions on Affective Computing (2018)
  5. Shan-Wen Hsiao, Hung-Ching Sun, Ming-Chuan Hsieh, Ming-Hsueh Tsai, Yu Tsao, and 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 (2017) DOI: 10.1109/TAFFC.2017.2749569
  6. Tassadaq Hussain, Sabato Marco Siniscalchi, Chi-Chun Lee, Syu-Siang Wang, Yu Tsao, and Wen-Hung Liao, "Experimental Study on Extreme Learning Machine Applications for Speech Enhancement", in IEEE Access (2017) DOI: 10.1109/ACCESS.2017.276667
  7. Daniel Bone, Chi-Chun Lee, Theodora Chaspari, James Gibson, anf Shrikanth S. Narayanan, "Signal Processing and Machine Learning for Mental Health Research and Clinical Applications", in IEEE Signal Processing Magazine 34(5), 196 – 195, 2017
  8. Stephenson J. Beck, Annika L. Meinecke, Yoichi Matsuyama, Chi-Chun Lee, "Initiating and Maintaining Collaborations and Facilitating Understanding in Interdisciplinary Group Research", in Small Group Research 48(5), 532-543, 2017
  9. 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
  10. 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 50(3) 497-512, 2015
  11. 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): 201-213, May 2014
  12. 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(1):1162-1177, August 2014, DOI: 10.1044/2014_JSLHR-S-13-0062
  13. 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
  14. 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)
  15. 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)
  16. 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)

Peer-Reviewed Conference/Workshop Paper

  1. Hao-Chun Yang, Chi-Chun Lee, "Annotation Matters: A Comprehensive Study on Recognizing Intended, Self-reported, and Observed Emotion Labels using Physiology" in Proceedings of Affective Computing Intelligent Interaction (ACII), 2019
  2. Tzu-Yun Huang, Jeng-Lin Li, Chun-Min Chang, Chi-Chun Lee, "A Dual-Complementary Acoustic Embedding Network Learned from Raw Waveform for Speech Emotion Recognition" in Proceedings of Affective Computing and Intelligent Interation (ACII), 2019
  3. Jeng-Lin Li, Chi-Chun Lee, "Attention Learning with Retrievable Acoustic Embedding of Personality for Emotion Recognition", in Proceedings of Affective Computing and Intelligent Interaction (ACII), 2019
  4. Chih-Hsiang Huang, Huang-Cheng Chou, Yi-Tong Wu, Chi-Chun Lee, Yi-Wen Liu, "Acoustic Indicators of Deception in Mandarin Daily Conversations Recorded from an Interactive Game" , in Proceedings of the International Speech Communication Association (Interspeech), 2019
  5. Sung-Lin Yeh, Gao-Yi Chao, Bo-Hao Su, Yu-Lin Huang, Meng-Han Lin, Yin-Chun Tsai, Yu-Wen Tai, Zheng-Chi Lu, Chieh-Yu Chen, Tsung-Ming Tai, Chiu-Wang Tseng, Cheng-Kuang Lee and Chi-Chun Lee, "Using Attention Networks and Adversarial Augmentation for Styrian Dialect Continuous Sleepiness and Baby Sound Recognition", in Proceedings of the International Speech Communication Association (Interspeech), 2019
  6. Hui-Ting Hong, Jeng-Lin Li, Yi-Ming Weng, Chip-Jin Ng and Chi-Chun Lee, "Investigating the Variability of Voice Quality and Pain Levels as a Function of Multiple Clinical Parameters" in Proceedings of the International Speech Communication Association (Interspeech), 2019
  7. Shun-Chang Zhong, Yun-Shao Lin, Chun-Min Chang, Yi-Ching Liu and Chi-Chun Lee, "Predicting Group Performances using a Personality Composite-Network Architecture during Collaborative Task", in Proceedings of the International Speech Communication Association (Interspeech), 2019
  8. Gao-Yi Chao, Yun-Shao Lin, Chun-Min Chang, Chi-Chun Lee, "Enforcing Semantic Consistency for Cross Corpus Valence Regression from Speech using Adversarial Discrepancy Learning" in Proceedings of the International Speech Communication Association (Interspeech), 2019
  9. Jeng-Lin Li, Chi-Chun Lee, "Attentive to Individual: A Multimodal Emotion Recognition Network with Personalized Attention Profile", in Proceedings of the International Speech Communication Association (Interspeech), 2019
  10. Chen-Ying Hung, Ching-Heng Lin, Chi-Sen Chang, Jeng-Lin Li, Chi-Chun Lee, "Predicting Gastrointestinal Bleeding Events from Multimodal In-Hospital Electronic Health Records Using Deep Fusion Networks", in Proceedings of Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2019 [Best Paper Award Candidate]
  11. Jeng-Lin Li, Yu-Fen Wang, Bor-Sheng Ko, Chi-Cheng Li, Jih-Luh Tang, Chi-Chun Lee, "Learning a Cytometric Deep Phenotype Embedding for Automatic Hematological Malignancies Classification", in Proceedings of Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2019
  12. Chih-Chuan Lu, Jeng-Lin Li, Yu-Fen Wang, Bor-Sheng Ko, Jih-Luh Tang and Chi-Chun Lee, "A BLSTM with Attention Network for Predicting Acute Myeloid Leukemia Patient's Prognosis using Comprehensive Clinical Parameters", in Proceedings of Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2019
  13. Chun-Min Chang, Yu-Lin Huang, Jui-Cheng Chen, Chi-Chun Lee, "Improving Automatic Tremor and Movement Motor Disorder Severity Assessment for Parkinson’s Disease with Deep Joint Training" in Proceedings of Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2019
  14. Ming-Ya Ko, Jeng-Lin Li, Chi-Chun Lee, "Learning Minimal Intra-Genre Multimodal Embedding from Trailer Content and Reactor Expressions for Box Office Prediction", in Proceedings of the IEEE International Conference on Multimedia & Expo (ICME), 2019
  15. Wei-Hao Chang, Jeng-Lin Li, Chi-Chun Lee, "Learning Semantic-Preserving Space Using User Profile and Multimodal Media Content From Political Social Network", in Proceedings of International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2019
  16. Chun-Min Chang, Chi-Chun Lee, "Adversarially-Enriched Acoustic Code Vector Learned from Out-Of-Context Affective Corpus for Robust Emotion Recognition", in Proceedings of International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2019
  17. Huang-Cheng Chou, Chi-Chun Lee, "Every Rating Matters: Joint Learning of Subjective Labels and Individual Annotators for Speech Emotion Classification", in Proceedings of International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2019
  18. Sung-Lin Yeh, Yun-Shao Lin, Chi-Chun Lee, "An Interaction-Aware Attention Network for Speech Emotion Recognition in Dialogs", in Proceedings of International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2019
  19. Wan-Ting Hsieh, Hao-Chun Yang, Fu-Sheng Tsai, Chon-Wen Shyi, Chi-Chun Lee, "An Event-Contrastive Connectome Network for Automatic Assessment of Individual Face Processing and Memory Ability", in Proceedings of International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2019
  20. Hao-Chun Yang, Chi-Chun Lee, "An Attribute-Invariant Variational Learning for Emotion Recognition Using Physiology", in Proceedings of International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2019
  21. Chih-Chuan Lu, Jeng-Lin Li, Chi-Chun Lee, "Learning an Arousal-Valence Speech Front-End Network using Media Data In-the-Wild for Emotion Recognition", in Proceedings of ACM on the Audio/Visual Emotion Challenge and Workshop (AVEC), 2018
  22. Yi-Ying Kao, Hsiang-Ping Hsu, Chien-Feng Liao, Yu Tsao, Hao-Chun Yang, Jeng-Lin Li, Chi-Chun Lee, Hung-Shin Lee, Hsin-Min Wang, "Automatic Detection of Speech under Cold using Discriminative Autoencoder and Strength Modeling with Multiple Sub-dictinary Generation", in Proceedings of International Workshop on Acoustic Signal Enhancement (IWAENC), 2018
  23. Gao-Yi Chao, Chun-Min Chang, Jeng-Lin Li, Ya-Tse Wu, Chi-Chun Lee, "Generating fMRI-Enriched Acoustic Vectors using a Cross-Modality Adversarial Network for Emotion Recognition", in Proceedings of ACM International Conference on Multimodal Interaction (ICMI), 2018
  24. Yun-Shao Lin, Chi-Chun Lee, "Using Interlocutor-Modulated Attention BLSTM to Predict Personality Traits in Small Group Interactions", in Proceedings of ACM International Conference on Multimodal Interaction (ICMI), 2018
  25. Yun-Shao Lin, Susan Shur-Fen Gau, Chi-Chun Lee, "An Interlocutor-Modulated Attentional LSTM for Differentiating between Subgroups of Autism Spectrum Disorder", in Proceedings of the International Speech Communication Association (Interspeech), 2018 [Best Paper Award Candidate]
  26. Jeng-Lin Li, Yi-Ming Weng, Chip-Jin Ng, Chi-Chun Lee, "Learning Conditional Acoustic Latent Representation with Gender and Age Attributes for Automatic Pain Level Recognition", in Proceedings of the International Speech Communication Association (Interspeech), 2018
  27. Jeng-Lin Li, Chi-Chun Lee, "Encoding Individual Acoustic Features using Dyad-Augmented Deep Variational Representations for Dialog-level Emotion Recognition", in Proceedings of the International Speech Communication Association (Interspeech), 2018
  28. Fu-Sheng Tsai, Hao-Chun Yang, Wei-Wen Chang, Chi-Chun Lee, "Automatic Assessment of Individual Culture Attribute of Power Distance using a Social Context-Enhanced Prosodic Network Representation", in Proceedings of the International Speech Communication Association (Interspeech), 2018
  29. Bo-Hao Su, Sung-Lin Yeh, Ming-Ya Ko, Huan-Yu Chen, Shun-Chang Zhong, Jeng-Lin Li, Chi-Chun Lee, "Self-Assessed Affect Recognition using Fusion of Attentional BLSTM and Static Acoustic Features", in Proceedings of the International Speech Communication Association (Interspeech), 2018
  30. Chen-Ying Hung, Ching-Heng Lin, Chi-Chun Lee, "Improving Young Stroke Prediction by Learning with Active Data Augmenter in a Large-Scale Electronic Medical Claims Database", in Proceedings of Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2018 [Best Paper Award Candidate]
  31. Wei-Hao Chang, Jeng-Lin Li, Yun-Shao Lin, Chi-Chun Lee, "A Genre-Affect Relationship Network with Task-Specific Uncertainty Weighting for Recognizing Induced Emotion in Music", in Proceedings of the IEEE International Conference on Multimedia & Expo (ICME), 2018
  32. Yu-Shuo Liu, Chin-Po Chen, Susan Shur-Fen Gau, Chi-Chun Lee, "Learning Lexical Coherence Representation using LSTM forget gate for Children with Autism Spectrum Disorder during Story-telling", in Proceedings of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2018
  33. Wan-Ting Hsieh, Hao-Chun Yang, Ya-Tse Wu, Fu-Sheng Tsai, Li-Wei Kuo, Chi-Chun Lee, "Integrating Perceivers Neural-Perceptual Responses using a Deep Voting Fusion Network for Automatic Vocal Emotion Decoding", in Proceedings of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2018
  34. Hao-Chun Yang, Fu-Sheng Tsai, Yi-Ming Weng, Chip-Jin Ng, Chi-Chun Lee, "A Triplet-loss Embedded Deep Regressor Network for Estimating Blood Pressure Changes using Prosodic Features", in Proceedings of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2018
  35. 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 Affective Computing and Intelligent Interaction (ACII), 2017
  36. 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 Affective Computing and Intelligent Interaction (ACII), 2017
  37. 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 Affective Computing and Intelligent Interaction (ACII), 2017
  38. Chen-Ying Hung, Wei-Chen Chen, Po-Tsun Lai, Ching-Heng Lin, Chi-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 Proceedings of Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), pp. 3110-3113, 2017
  39. 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), pp. 3261-3265, 2017
  40. 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), pp. 2366-2370, 2017
  41. 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), pp. 2361-2365, 2017
  42. 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), pp.5820-5824, 2017
  43. 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), pp. 2031-2035, 2016
  44. 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), pp. 92-96, 2016
  45. 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), pp. 1432-1436, 2016
  46. 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), pp. 5790-5794, 2016
  47. 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), pp. 5775-5779, 2016
  48. 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
  49. 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
  50. 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
  51. 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 Conference of the International Speech Communication Association (Interspeech), 2014
  52. 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 Conference of the International Speech Communication Association (Interspeech), 2014.
  53. 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 ? Expo (ICME), 2013
  54. 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 (Interspeech), 2013
  55. 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 (Interspeech), 2013
  56. 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
  57. 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 (WASSS), 2013
  58. 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
  59. 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
  60. 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 (Interspeech), 2012
  61. 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 (Interspeech), 2012
  62. 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 (Interspeech), 2012
  63. 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 (Interspeech), 2012
  64. 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
  65. 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
  66. 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 (Interspeech), 2011
  67. 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 (Interspeech), 2011
  68. 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 (Interspeech), 2010
  69. 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 (Interspeech), 2010 [Best Paper Award]
  70. 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
  71. 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
  72. 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
  73. 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 (Interspeech), 2009 [Emotion Challenge Winning Paper]
  74. 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 (Interspeech), 2009
  75. 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 (Interspeech), pages 1678-1681, 2008 [Best Student Paper Award Candidate]

Abstract

  1. Gary C.-W. Shyi, Wan-Ting Hsieh, Felix F.-S. Tsai, Jeremy C.-C. Lee, Shih-Tseng Tina Huang, Joshua O. S. Goh, Ya-Yun Chen, Chi-Chuan Chen, Yu Song Haw,"Neural Encoding and Decoding with Convolutional Autoencoder for Predicting Emotional Judgment of Facial Expressions" in the Nineteenth Annual Meeting of the Vision Sciences Society (VSS), 2019
  2. Bor-Sheng Ko, Yu-Fen Wang, Chih-Chuan Lu, Jeng-Lin Li, Chi-Chun Lee, Jih-Luh Tang, and Hwei-Fang Tien, "Relapse and Mortality Prediction of Acute Myeloid Leukemia Patients Using Deep Bidirectional Long Short-Term Memory-Deep Neural Network Architecture" in Annual Meeting of American Society of Hematology (ASH), 2018
  3. Yu-Fen Wang, Bor-Sheng Ko, Chi-Cheng Li, Jeng-Lin Li, Pei-Fang Weng, Huai-Hsuan Huang, Hsin-An Hou, Hwei-Fang Tien, Chi-Chun Lee, and Jih-Luh Tang, "An Artificial Intelligence Approach for B Lymphoblastic Leukemia Minimal Residual Disease Detection and Clinical Prognosis Prediction Using Flow Cytometry Data" in Annual Meeting of American Society of Hematology (ASH), 2017
  4. Bor-Sheng Ko, Chi-Cheng Li, Yu-Fen Wang, Jeng-Lin Li, Hsin-An Hou, Pei-Fang Weng, Hwei-Fang Tien, Chi-Chun Lee, and Jih-Luh Tang, "An Artificial Intelligence Approach in Classifying Acute Myeloid Leukemia and Myelodysplastic Syndrome for Minimal Residual Disease Detection with Post Induction Prognosis Analysis Using Flow Cytometry" in Annual Meeting of American Society of Hematology (ASH), 2017
  5. Chi-Cheng Li, Bor-Sheng Ko, Yu-Fen Wang, Jeng-Lin Li, Pei-Fang Weng, Hsin-An Hou, Xiu-Wen Liao, Chien-Ting Lin, Jia-Hou Liu, Hsun-I Sun, Hwei-Fang Tien, Chi-Chun Lee, and Jih-Luh Tang, "An Artificial Intelligence Approach for Predicting Allogeneic Hematopoietic Stem Cell Transplantation Outcome By Detecting Pre-Transplant Minimal Residual Disease in Acute Myeloid Leukemia Using Flow Cytometry Data" in Annual Meeting of American Society of Hematology (ASH), 2017
  6. Shih-Yen Lin, Ya-Tse Wu, Chen-Pei Lin, Li-Wei Kuo, Chi-Chun Lee, "Investigating Vocal Emotion by Graph Theoretical Analysis and Lobe-dependent Convolutional Neural Network on Functional Mri" in International Conference on Cognitive Scienc", in International Conference on Cognitive Science (ICCS), 2017
  7. 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 Annual Meeting of the Organization for Human Brain Mapping (OHBM), 2015
  8. 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 (ABCT), 2012
  9. 5. 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 (ABCT), 2012.
  10. 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 (IMFAR), 2012
  11. 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), 2011