Publications

International Journal

  1. Jeng-Lin Li, Yun-Chun Lin, Yu-Fen Wang, Sara A. Monaghan, Bor-Sheng Ko, Chi-Chun Lee, A Chunking-for-Pooling Strategy for Cytometric Representation Learning for Automatic Hematologic Malignancy Classification , IEEE Journal of Biomedical and Health Informatics, Sep-2022
  2. Bo-Hao Su, Chi-Chun Lee, Unsupervised Cross-Corpus Speech Emotion Recognition Using a Multi-Source Cycle-GAN , IEEE Transactions on Affective Computing, Jan-2022 , 10.1109/TAFFC.2022.3146325
  3. Chun-Min Chang, Chi-Chun Lee, Learning Enhanced Acoustic Latent Representation for Small Scale Affective Corpus with Adversarial Cross Corpora Integration , IEEE Transactions on Affective Computing, Nov-2021 , 10.1109/TAFFC.2021.3126145
  4. Chi-Chun Lee, Kusha Sridhar, Jeng-Lin Li, Wei-Cheng Lin, Bo-Hao Su, Carlos Busso, Deep Representation Learning for Affective Speech Signal Analysis and Processing: Preventing unwanted signal disparities , IEEE Signal Processing Magazine, Oct-2021 , 10.1109/MSP.2021.3105939
  5. Sara A. Monaghan, Jeng-Lin Li, Yen-Chun Liu, Ming-Ya Ko, Michael Boyiadzis, Ting-Yu Chang, Yu-Fen Wang, Chi-Chun Lee, Steven H. Swerdlow, Bor-Sheng Ko, A Machine Learning Approach to the Classification of Acute Leukemias and Distinction From Nonneoplastic Cytopenias Using Flow Cytometry Data , American Journal of Clinical Pathology 2021, Oct-2021 , 10.1093/ajcp/aqab148
  6. Chun-Min Chang, Gao-Yi Chao, Chi-Chun Lee, Enforcing Semantic Consistency for Cross Corpus Emotion Prediction using Adversarial Discrepancy Learning , IEEE Transactions on Affective Computing, Sep-2021 , 10.1109/taffc.2021.3111110
  7. Hao-Chun Yang, Chi-Chun Lee, A Media-Guided Attentive Graphical Network for Personality Recognition Using Physiology , IEEE Transactions on Affective Computing, Jun-2021 , 10.1109/taffc.2021.3090040
  8. Fu-Sheng Tsai, Wei-Wen Chang, Chi-Chun Lee, A Social Condition-Enhanced Network for Recognizing Power Distance using Expressive Prosody and Intrinsic Brain Connectivity , IEEE Transactions on Multimedia, Apr-2021 , 10.1109/TMM.2021.3075091
  9. Huang-Cheng Chou, Yi-Wen Liu, Chi-Chun Lee, Automatic Deception Detection using Multiple Speech and Language Communicative Descriptors in Dialogs , APSIPA Transactions on Signal and Information Processing, Volume 10, 2021, Apr-2021 , 10.1017/atsip.2021.6
  10. Su-Fen Cheng, Chien-Lin Kuo, Chi-Chun Lee, Serene Hsin-Min Wei, Chu-Yu Huang, Empowering the public during the COVID pandemic through interactive social media platform , Nursing Outlook 2021 Vol. 69, Apr-2021 , 10.1016/j.outlook.2021.04.002
  11. Jeng-Lin Li, Tzu-Yun Huang, Chun-Min Chang, Chi-Chun Lee, A Waveform-Feature Dual Branch Acoustic Embedding Network for Emotion Recognition , Frontiers in Computer Science 2020, May-2020 , 10.3389/fcomp.2020.00013
  12. Yun-Shao Lin, Susan Shur-Fen Gau, Chi-Chun Lee, A Multimodal Interlocutor-Modulated Attentional BLSTM for Classifying Autism Subgroups During Clinical Interviews , IEEE Journal of Selected Topics in Signal Processing (Volume 14), Jan-2020 , 10.1109/Jstsp.2020.2970578
  13. Chin-Po Chen, Susan Shur-Fen Gau, Chi-Chun Lee, Toward differential diagnosis of autism spectrum disorder using multimodal behavior descriptors and executive functions , 2019 Computer Speech & Language (Volume 56), Jul-2019 , 10.1016/j.csl.2018.12.003
  14. Shih-Yen Lin, Chi-Chun Lee, Yong-Sheng Chen, Li-Wei Kuo, Investigation of functional brain network reconfiguration during vocal emotional processing using graph-theoretical analysis , Social Cognitive and Affective Neuroscience 2019 Vol. 14, Apr-2019 , 10.1093/scan/nsz025
  15. 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 , PLOS ONE 14, Mar-2019 , 10.1371/journal.pone.0213007
  16. Min-Hsuan Lin, Huang-Cheng Chou, Yu-Fu Chen, Wangta Liu, Chi-Chun Lee, Lawrence Yu-Min Liu, Yung-Jen Chuang, Development of a rapid and economic in vivo electrocardiogram platform for cardiovascular drug assay and electrophysiology research in adult zebrafish , Scientific Reports 2018 Vol. 8, Oct-2018 , 10.1038/s41598-018-33577-7
  17. Bor-Sheng Ko, Yu-Fen Wang, Jeng-Lin Li, Chi-Cheng Li, Pei-FangWeng, 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 , EBioMedicine 2018 Vol. 37, Oct-2018 , 10.1016/j.ebiom.2018.10.042
  18. Wei-Cheng Lin, Chi-Chun Lee, Computational Analyses of Thin-Sliced Behavior Segments in Session-Level Affect Perception , IEEE Transactions on Affective Computing, Mar-2018 , 10.1109/Taffc.2018.2816654
  19. Tassadaq Hussain, Sabato Marco Siniscalchi, Chi-Chun Lee, Syu-Siang Wang, Yu Tsao, Wen-Hung Liao, Experimental Study on Extreme Learning Machine Applications for Speech Enhancement , IEEE Access 2017 Vol. 5, Oct-2017 , 10.1109/Access.2017.2766675
  20. 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 , IEEE Transactions on Affective Computing (Volume 10), Sep-2017 , 10.1109/taffc.2017.2749569
  21. 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 2017 Vol. 34, Sep-2017 , 10.1109/msp.2017.2718581
  22. Stephenson J. Beck, Annika L. Meinecke, Yoichi Matsuyama, Chi-Chun Lee, Initiating and Maintaining Collaborations and Facilitating Understanding in Interdisciplinary Group Research , Small Group Research 2017 Vol. 48, Aug-2017 , 10.1177/1046496417721746
  23. Angeliki Metallinou, Zhaojun Yang, Chi-Chun Lee, Carlos Busso, Sharon Carnicke, Shrikanth Narayanan, The USC CreativeIT database of multimodal dyadic interactions: from speech and full body motion capture to continuous emotional annotations , Language Resources and Evaluation 2016 Vol. 50, Apr-2015 , 10.1007/s10579-015-9300-0
  24. Daniel Bone, Matthew S. Goodwin, Matthew P. P. Black, Chi-Chun Lee, Kartik Audhkhasi, Shrikanth Narayanan, Applying machine learning to facilitate autism diagnostics: pitfalls and promises , Journal of Autism and Developmental Disorders, Oct-2014 , 10.1007/s10803-014-2268-6
  25. Daniel Bone, Chi-Chun Lee, Matthew P. Black, Marian E. Williams, Sungbok Lee, Pat Levitt, Shrikanth 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 2014 Vol. 57, Aug-2014 , 10.1044/2014_Jslhr-S-13-0062
  26. Daniel Bone, Chi-Chun Lee, Shrikanth Narayanan, Robust Unsupervised Arousal Rating: A Rule-Based Framework with Knowledge-Inspired Vocal Features , IEEE Transactions on Affective Computing 2014 Vol. 5, May-2014 , 10.1109/TAFFC.2014.2326393
  27. Chi-Chun Lee, Athanasios Katsamanis, Matthew P. Black, Brian R. Baucom, Andrew Christensen, Panayiotis G. Georgiou, Shrikanth Narayanan, Computing vocal entrainment: A signal-derived PCA-based quantification scheme with application to affect analysis in married couple interactions , Computer Speech & Language Vol. 28, Mar-2014 , 10.1016/j.csl.2012.06.006
  28. Matthew P. P. Black, Athanasios Katsamanis, Brian R. Baucom, Chi-Chun Lee, Adam C Lammert, Andrew Christensen, Panayiotis G. Georgiou, Shrikanth Narayanan, Toward automating a human behavioral coding system for married couples' interactions using speech acoustic features , Speech Communication 2013 Vol. 55, Jan-2013 , 10.1016/j.specom.2011.12.003
  29. Chi-Chun Lee, Emily Mower, Carlos Busso, Sungbok Lee, Shrikanth Narayanan, Emotion recognition using a hierarchical binary decision tree approach , Speech Communication 2011, Nov-2011 , 10.1016/j.specom.2011.06.004
  30. Carlos Busso, Murtaza Bulut, Chi-Chun Lee, Abe Kazemzadeh, Emily Mower, Samuel Kim, Jeannette N. Chang, Sungbok Lee, Shrikanth Narayanan, IEMOCAP: interactive emotional dyadic motion capture database , Language Resources and Evaluation 2008 Vol. 42, Nov-2008 , 10.1007/s10579-008-9076-6

International Conference

  1. Shreya G Upadhyay, Bo-Hao Su, Chi-Chun Lee, Improving Induced Valence Recognition by Integrating Acoustic Sound Semantics in Movies , European Signal Processing Conference, EUSIPCO 2022, Aug-2022
  2. Meng-Han Lin, Jeng-Lin Li, Chi-Chun Lee, Improving Multimodal Movie Scene Segmentation Using Mixture of Acoustic Experts , European Signal Processing Conference, EUSIPCO 2022, Aug-2022
  3. Chun-Chia Chiu, Jeng-Lin Li, Yu-Fen Wang, Bor-Sheng Ko, Chi-Chun Lee, A Coarse-to-Fine Pathology Patch Selection for Improving Gene Mutation Prediction in Acute Myeloid Leukemia , 2022 44th International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), Jul-2022
  4. Huang-Cheng Chou, Wei-Cheng Lin, Chi-Chun Lee, Carlos Busso, Exploiting Annotators' Typed Description of Emotion Perception to Maximize Utilization of Ratings for Speech Emotion Recognition , IEEE ICASSP 2022, May-2022
  5. Ya-Tse Wu, Jeng-Lin Li, Chi-Chun Lee, An Audio-Saliency Masking Transformer for Audio Emotion Classification in Movies , IEEE ICASSP 2022, May-2022
  6. Ya-Lin Huang, Hao-Chun Yang, Chi-Chun Lee, Federated Learning via Conditioned Mutual Learning for Alzheimer's Disease Classification on T1w MRI , 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), Nov-2021 , 10.1109/EMBC46164.2021.9630382.
  7. Woan-Shiuan Chien, Huang-Cheng Chou, Chi-Chun Lee, Self-assessed Emotion Classification from Acoustic and Physiological Features within Small-group Conversation , 2021 International Conference on Multimodal Interaction, Oct-2021 , 10.1145/3461615.3485411
  8. Woan-Shiuan Chien, Huang-Cheng Chou, Chi-Chun Lee, Belongingness and Satisfaction Recognition from Physiological Synchrony with A Group-Modulated Attentive BLSTM under Small-group Conversation , Companion Publication of the 2021 International Conference on Multimodal Interaction, Oct-2021 , 10.1145/3461615.3485410
  9. Yu-Lin Huang, Bo-Hao Su, Y.-W. Peter Hong, Chi-Chun Lee, An Attribute-Aligned Strategy for Learning Speech Representation , Interspeech 2021, Aug-2021 , 10.21437/Interspeech.2021-1341
  10. Huang-Cheng Chou, Woan-Shiuan Chien, Da-Cheng Juan, Chi-Chun Lee, “Does it Matter When I Think You Are Lying?” Improving Deception Detection by Integrating Interlocutor's Judgements in Conversations , The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 10th International Joint Conference on Natural Language Processing (ACL-IJCNLP 2021), Aug-2021 , 10.18653/v1/2021.findings-acl.162
  11. Bo-Hao Su, Chi-Chun Lee, A Conditional Cycle Emotion Gan for Cross Corpus Speech Emotion Recognition , 2021 IEEE Spoken Language Technology Workshop (SLT), Jan-2021 , 10.1109/slt48900.2021.9383512
  12. Huan-Yu Chen, Yun-Shao Lin, Chi-Chun Lee, Through the Words of Viewers: Using Comment-Content Entangled Network for Humor Impression Recognition , 2021 IEEE Spoken Language Technology Workshop (SLT), Jan-2021 , 10.1109/slt48900.2021.9383564
  13. Hao-Chun Yang, Chi-Chun Lee, From Intended to Subjective: A Conditional Tensor Fusion Network for Recognizing Self-Reported Emotion Using Physiology , 2020 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), Dec-2020
  14. Huang-Cheng Chou, Chi-Chun Lee, “Your Behavior Makes Me Think It Is a Lie”: Recognizing Perceived Deception using Multimodal Data in Dialog Games , 2020 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), Dec-2020
  15. Chun-Min Chang, Huan-Yu Chen, Hsiang-Chun Chen, Chi-Chun Lee, Sensing with Contexts: Crying Reason Classification for Infant Care Center with Environmental Fusion , 2020 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), Dec-2020
  16. Shun-Chang Zhong, Bo-Hao Su, Wei Huang, Yi-Ching Liu, Chi-Chun Lee, Predicting Collaborative Task Performance Using Graph Interlocutor Acoustic Network in Small Group Interaction , Interspeech 2020, Oct-2020 , 10.21437/Interspeech.2020-1698
  17. Song-Lin Yeh, Yun-Shao Lin, Chi-Chun Lee, Speech Representation Learning for Emotion Recognition Using End-to-End ASR with Factorized Adaptation , Interspeech 2020, Oct-2020 , 10.21437/Interspeech.2020-2524
  18. Bo-Hao Su, Chun-Min Chang, Chi-Chun Lee, Improving Speech Emotion Recognition Using Graph Attentive Bi-Directional Gated Recurrent Unit Network , Interspeech 2020, Oct-2020 , 10.21437/Interspeech.2020-1733
  19. Shreya G Upadhyay, Bo-Hao Su, Chi-Chun Lee, Attentive Convolutional Recurrent Neural Network Using Phoneme-Level Acoustic Representation for Rare Sound Event Detection , Interspeech 2020, Oct-2020 , 10.21437/Interspeech.2020-2585
  20. Jeng-Lin Li, Chi-Chun Lee, Using Speaker-Aligned Graph Memory Block in Multimodally Attentive Emotion Recognition Network , Interspeech 2020, Oct-2020 , 10.21437/Interspeech.2020-1688
  21. Huang-Cheng Chou, Chi-Chun Lee, Learning to Recognize Per-Rater's Emotion Perception Using Co-Rater Training Strategy with Soft and Hard Labels , Interspeech 2020, Oct-2020 , 10.21437/Interspeech.2020-1714
  22. Woan-Shiuan Chien, Hao-Chun Yang, Chi-Chun Lee, Cross Corpus Physiological-based Emotion Recognition Using a Learnable Visual Semantic Graph Convolutional Network , MM '20: the 28th ACM International Conference on Multimedia, Oct-2020 , 10.1145/3394171.3413552
  23. Wan-Ting Hsieh, Jeremy Lefort-Besnard, Hao-Chun Yang, Li-Wei Kuo, Chi-Chun Lee, Behavior Score-Embedded Brain Encoder Network for Improved Classification of Alzheimer Disease Using Resting State fMRI , 2020 42nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Jul-2020 , 10.1109/embc44109.2020.9175312
  24. Ming-Shan Gao, Fu-Sheng Tsai, Chi-Chun Lee, Learning a Phenotypic-Attribute Attentional Brain Connectivity Embedding for ADHD Classification using rs-fMRI , 2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), Jul-2020 , 10.1109/embc44109.2020.9175789
  25. Chen-Ying Hung, Huan-Yu Chen, Lawrence JK Wee, Ching-Heng Lin, Chi-Chun Lee, Deriving A Novel Health Index Using A Large-Scale Population Based Electronic Health Record With Deep Networks , 2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), Jul-2020 , 10.1109/embc44109.2020.9176454
  26. Jeng-Lin Li, Ting-Yu Chang, Yu-Fen Wang, Bor-Sheng Ko, Jih-Luh Tang, Chi-Chun Lee, A Knowledge-Reserved Distillation with Complementary Transfer for Automated FC-based Classification Across Hematological Malignancies , 2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), Jul-2020 , 10.1109/embc44109.2020.9176546
  27. Chin-Po Chen, Susan Shur-Fen Gau, Chi-Chun Lee, Learning Converse-Level Multimodal Embedding to Assess Social Deficit Severity for Autism Spectrum Disorder , 2020 IEEE International Conference on Multimedia and Expo (ICME), Jul-2020 , 10.1109/icme46284.2020.9102869
  28. Song-Lin Yeh, Yun-Shao Lin, Chi-Chun Lee, A Dialogical Emotion Decoder for Speech Emotion Recognition in Spoken Dialog , 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May-2020 , 10.1109/icassp40776.2020.9053561
  29. Ya-Lin Huang, Wan-Ting Hsieh, Hao-Chun Yang, Chi-Chun Lee, Conditional Domain Adversarial Transfer for Robust Cross-Site ADHD Classification Using Functional MRI , 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May-2020 , 10.1109/icassp40776.2020.9054606
  30. Hao-Chun Yang, Chi-Chun Lee, A Siamese Content-Attentive Graph Convolutional Network for Personality Recognition Using Physiology , 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May-2020 , 10.1109/icassp40776.2020.9054226
  31. Yun-Shao Lin, Chi-Chun Lee, Predicting Performance Outcome with a Conversational Graph Convolutional Network for Small Group Interactions , ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May-2020 , 10.1109/icassp40776.2020.9053308
  32. Fu-Sheng Tsai, Yi-Ming Weng, Chip-Jin Ng, Chi-Chun Lee, Pain versus Affect? An Investigation in the Relationship between Observed Emotional States and Self-Reported Pain , 2019 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), Nov-2019 , 10.1109/apsipaasc47483.2019.9023134
  33. Huang-Cheng Chou, Yi-Wen Liu, Chi-Chun Lee, Joint learning of conversational temporal dynamics and acoustic features for speech deception detection in dialog games , 2019 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), Nov-2019 , 10.1109/apsipaasc47483.2019.9023050
  34. Huan-Yu Chen, Yun-Shao Lin, Chi-Chun Lee, Through the Eyes of Viewers: A Comment-Enhanced Media Content Representation for TED Talks Impression Recognition , 2019 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), Nov-2019 , 10.1109/apsipaasc47483.2019.9023066
  35. 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 , Interspeech 2019, Sep-2019 , 10.21437/Interspeech.2019-2216
  36. Shun-Chang Zhong, Yun-Shao Lin, Chun-Min Chang, Chi-Chun Lee, Predicting Group Performances Using a Personality Composite-Network Architecture During Collaborative Task , Interspeech 2019, Sep-2019 , 10.21437/Interspeech.2019-2087
  37. Song-Lin Yeh, Gao-Yi Chao, Bo-Hao Su, Yu-Lin Huang, Meng-Han Lin, Yin-Chun Tsai, Chi-Chun Lee, Using Attention Networks and Adversarial Augmentation for Styrian Dialect Continuous Sleepiness and Baby Sound Recognition , Interspeech 2019, Sep-2019 , 10.21437/Interspeech.2019-2110
  38. Hui-Ting Hong, Jeng-Lin Li, Yi-Ming Weng, Chip-Jin Ng, Chi-Chun Lee, Investigating the Variability of Voice Quality and Pain Levels as a Function of Multiple Clinical Parameters , Interspeech 2019, Sep-2019 , 10.21437/Interspeech.2019-2247
  39. 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 , Interspeech 2019, Sep-2019 , 10.21437/Interspeech.2019-2037
  40. Jeng-Lin Li, Chi-Chun Lee, Attentive to Individual: A Multimodal Emotion Recognition Network with Personalized Attention Profile , Interspeech 2019, Sep-2019 , 10.21437/Interspeech.2019-2044
  41. 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 , 2019 8th International Conference on Affective Computing and Intelligent Interaction (ACII), Sep-2019 , 10.1109/acii.2019.8925496
  42. Hui-Ting Hong, Jeng-Lin Li, Chun-Min Chang, Chi-Chun Lee, Improving Automatic Pain Level Recognition using Pain Site as an Auxiliary Task , 2019 8th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos (ACIIW), Sep-2019 , 10.1109/aciiw.2019.8925185
  43. Hao-Chun Yang, Chi-Chun Lee, Annotation Matters: A Comprehensive Study on Recognizing Intended, Self-reported, and Observed Emotion Labels using Physiology , 2019 8th International Conference on Affective Computing and Intelligent Interaction (ACII), Sep-2019 , 10.1109/acii.2019.8925516
  44. Jeng-Lin Li, Chi-Chun Lee, Attention Learning with Retrievable Acoustic Embedding of Personality for Emotion Recognition , 2019 8th International Conference on Affective Computing and Intelligent Interaction (ACII), Sep-2019 , 10.1109/acii.2019.8925536
  45. Chih-Chuan Lu, Jeng-Lin Li, Yu-Fen Wang, Bor-Sheng Ko, Jih-Luh Tang, Chi-Chun Lee, A BLSTM with Attention Network for Predicting Acute Myeloid Leukemia Patient's Prognosis using Comprehensive Clinical Parameters , 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Jul-2019 , 10.1109/embc.2019.8856524
  46. 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 , 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Jul-2019 , 10.1109/embc.2019.8857244
  47. 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 , 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Jul-2019 , 10.1109/embc.2019.8856728
  48. 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 , 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Jul-2019 , 10.1109/embc.2019.8857472
  49. 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 , 2019 IEEE International Conference on Multimedia and Expo (ICME), Jul-2019 , 10.1109/icme.2019.00310
  50. Song-Lin Yeh, Yun-Shao Lin, Chi-Chun Lee, An Interaction-aware Attention Network for Speech Emotion Recognition in Spoken Dialogs , 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May-2019 , 10.1109/icassp.2019.8683293
  51. 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 , 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May-2019 , 10.1109/icassp.2019.8682521
  52. Wei-Hao Chang, Jeng-Lin Li, Chi-Chun Lee, Learning Semantic-preserving Space Using User Profile and Multimodal Media Content from Political Social Network , 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May-2019 , 10.1109/icassp.2019.8682596
  53. Hao-Chun Yang, Chi-Chun Lee, An Attribute-invariant Variational Learning for Emotion Recognition Using Physiology , ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May-2019 , 10.1109/icassp.2019.8683290
  54. Huang-Cheng Chou, Chi-Chun Lee, Every Rating Matters: Joint Learning of Subjective Labels and Individual Annotators for Speech Emotion Classification , ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May-2019 , 10.1109/icassp.2019.8682170
  55. Chun-Min Chang, Chi-Chun Lee, Adversarially-enriched Acoustic Code Vector Learned from Out-of-context Affective Corpus for Robust Emotion Recognition , ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May-2019 , 10.1109/icassp.2019.8683059
  56. 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 , AVEC'18: Proceedings of the 2018 on Audio/Visual Emotion Challenge and Workshop, Oct-2018 , 10.1145/3266302.3266306
  57. 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 , ICMI '18: Proceedings of the 20th ACM International Conference on Multimodal Interaction, Oct-2018 , 10.1145/3242969.3242992
  58. Yun-Shao Lin, Chi-Chun Lee, Using Interlocutor-Modulated Attention BLSTM to Predict Personality Traits in Small Group Interaction , ICMI '18: Proceedings of the 20th ACM International Conference on Multimodal Interaction, Oct-2018 , 10.1145/3242969.3243001
  59. 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 Autoencoders and Strength Modeling with Multiple Sub-Dictionary Generation , 2018 16th International Workshop on Acoustic Signal Enhancement (IWAENC), Sep-2018 , 10.1109/iwaenc.2018.8521319
  60. 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 , Interspeech 2018, Sep-2018 , 10.21437/Interspeech.2018-1523
  61. Bo-Hao Su, Song-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 , Interspeech 2018, Sep-2018 , 10.21437/Interspeech.2018-2261
  62. Yun-Shao Lin, Susan Shur-Fen Gau, Chi-Chun Lee, An Interlocutor-Modulated Attentional LSTM for Differentiating between Subgroups of Autism Spectrum Disorder , Interspeech 2018, Sep-2018 , 10.21437/Interspeech.2018-1288
  63. Jeng-Lin Li, Chi-Chun Lee, Encoding Individual Acoustic Features Using Dyad-Augmented Deep Variational Representations for Dialog-level Emotion Recognition , Interspeech 2018, Sep-2018 , 10.21437/Interspeech.2018-1455
  64. 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 , Interspeech 2018, Sep-2018 , 10.21437/Interspeech.2018-1298
  65. 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 , 2018 IEEE International Conference on Multimedia and Expo (ICME), Jul-2018 , 10.1109/icme.2018.8486570
  66. 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 , 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Jul-2018 , 10.1109/embc.2018.8513479
  67. 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 , 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Apr-2018 , 10.1109/icassp.2018.8461560
  68. 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 , 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Apr-2018 , 10.1109/icassp.2018.8462352
  69. 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 , 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Apr-2018 , 10.1109/icassp.2018.8461933
  70. Fu-Sheng Tsai, Yi-Ming Weng, Chip-Jin Ng, Chi-Chun Lee, Embedding stacked bottleneck vocal features in a LSTM architecture for automatic pain level classification during emergency triage , 2017 Seventh International Conference on Affective Computing and Intelligent Interaction (ACII), Oct-2017 , 10.1109/acii.2017.8273618
  71. 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 , 2017 Seventh International Conference on Affective Computing and Intelligent Interaction (ACII), Oct-2017 , 10.1109/acii.2017.8273615
  72. Chun-Min Chang, Bo-Hao Su, Shih-Chen Lin, Jeng-Lin Li, Chi-Chun Lee, A bootstrapped multi-view weighted Kernel fusion framework for cross-corpus integration of multimodal emotion recognition , 2017 Seventh International Conference on Affective Computing and Intelligent Interaction (ACII), Oct-2017 , 10.1109/acii.2017.8273627
  73. Ya-Tse Wu, Hsuan-Yu Chen, Yu-Hsien Liao, Chi-Chun Lee, Modeling Perceivers Neural-Responses Using Lobe-Dependent Convolutional Neural Network to Improve Speech Emotion Recognition , Interspeech 2017, Aug-2017 , 10.21437/Interspeech.2017-562
  74. Yun-Shao Lin, Chi-Chun Lee, Deriving Dyad-Level Interaction Representation Using Interlocutors Structural and Expressive Multimodal Behavior Features , Interspeech 2017, Aug-2017 , 10.21437/Interspeech.2017-569
  75. 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 , Interspeech 2017, Aug-2017 , 10.21437/Interspeech.2017-563
  76. 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 , 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Jul-2017 , 10.1109/embc.2017.8037515
  77. Chun-Min Chang, Chi-Chun Lee, Fusion of multiple emotion perspectives: Improving affect recognition through integrating cross-lingual emotion information , 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Mar-2017 , 10.1109/icassp.2017.7953272
  78. 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 Losses with Shallow Neural Networks on Automatic Sincerity Evaluation , Interspeech 2016, Sep-2016 , 10.21437/Interspeech.2016-756
  79. 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 , Interspeech 2016, Sep-2016 , 10.21437/Interspeech.2016-400
  80. 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 , Interspeech 2016, Sep-2016 , 10.21437/Interspeech.2016-408
  81. 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 , 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Mar-2016 , 10.1109/icassp.2016.7472787
  82. 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 , 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Mar-2016 , 10.1109/icassp.2016.7472784
  83. Chi-Chun Lee, Daniel Bone, Shrikanth Narayanan, An analysis of the relationship between signal-derived vocal arousal score and human emotion production and perception , Interspeech 2015, Sep-2015 , 10.21437/Interspeech.2015-325
  84. 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 , Interspeech 2015, Sep-2015 , 10.21437/Interspeech.2015-545
  85. Wei-Chen Chen, Po-Tsun Lai, Yu Tsao, Chi-Chun Lee, Multimodal arousal rating using unsupervised fusion technique , 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Apr-2015 , 10.1109/icassp.2015.7178982
  86. 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 , Interspeech 2014, Sep-2014 , 10.21437/Interspeech.2014-56
  87. How Jing, Ting-Yao Hu, Hung-Shin Lee, Wei-Chen Chen, Chi-Chun Lee, Yu Tsao, Hsin-Min Wang, Ensemble of Machine Learning Algorithms for Cognitive and Physical Speaker Load Detection , Interspeech 2014, Sep-2014 , 10.21437/Interspeech.2014-108
  88. Daniel Bone, Chi-Chun Lee, Theodora Chaspari, Matthew P. Black, Marian E. Williams, Sungbok Lee, Pat Levitt, Shrikanth Narayanan, Acoustic-Prosodic, Turn-taking, and Language Cues in Child-Psychologist Interactions for Varying Social Demand , Interspeech 2013, Aug-2013 , 10.21437/Interspeech.2013-559
  89. Daniel Bone, Chi-Chun Lee, Vikram Ramanarayanan, Shrikanth Narayanan, Renske S. Hoedemaker, Peter C. Gordon, Analyzing Eye-Voice Coordination in Rapid Automatized Naming , Interspeech 2013, Aug-2013 , 10.21437/Interspeech.2013-564
  90. Rahul Gupta, Chi-Chun Lee, Sungbok Lee, Shrikanth Narayanan, Assessment of a child’s engagement using sequence model based features , Workshop on Affective Social Speech Signals 2013, Aug-2013
  91. Bo Xiao, Panayiotis G. Georgiou, Chi-Chun Lee, Brian Baucom, Shrikanth Narayanan, Head motion synchrony and its correlation to affectivity in dyadic interactions , 2013 IEEE International Conference on Multimedia and Expo (ICME), Jul-2013 , 10.1109/icme.2013.6607480
  92. 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 , 2013 IEEE International Conference on Acoustics, Speech and Signal Processing, May-2013 , 10.1109/icassp.2013.6638349
  93. Chi-Chun Lee, Athanasios Katsamanis, Brian R. Baucom, Panayiotis G. Georgiou, Shrikanth Narayanan, Using measures of vocal entrainment to inform outcome-related behaviors in marital conflicts , Proceedings of The 2012 Asia Pacific Signal and Information Processing Association Annual Summit and Conference, Dec-2012
  94. Rahul Gupta, Chi-Chun Lee, Daniel Bone, Agata Rozga, Sungbok Lee, Shrikanth Narayanan, Acoustical analysis of engagement behavior in children , Third Workshop on Child, Computer and Interaction (WOCCI 2012), Sep-2012
  95. Daniel Bone, Matthew P. Black, Chi-Chun Lee, Marian E. Williams, Pat Levitt, Sungbok Lee, Shrikanth Narayanan, Spontaneous-speech acoustic-prosodic features of children with autism and the interacting psychologist , Interspeech 2012, Sep-2012 , 10.21437/Interspeech.2012-307
  96. Daniel Bone, Chi-Chun Lee, Shrikanth Narayanan, A robust unsupervised arousal rating framework using prosody with cross-corpora evaluation , Interspeech 2012, Sep-2012
  97. Theodora Chaspari, Chi-Chun Lee, Shrikanth Narayanan, Interplay between verbal response latency and physiology of children with autism during ECA interactions , Interspeech 2012, Sep-2012 , 10.21437/Interspeech.2012-316
  98. Chi-Chun Lee, Athanasios Katsamanis, Panayiotis G. Georgiou, Shrikanth 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 , Interspeech 2012, Sep-2012 , 10.21437/Interspeech.2012-187
  99. Rahul Gupta, Chi-Chun Lee, Shrikanth Narayanan, Classification of Emotional Content of Sighs in Dyadic Human Interactions , 2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Mar-2012 , 10.1109/icassp.2012.6288365
  100. Chi-Chun Lee, Athanasios Katsamanis, Matthew P. Black, Brian R. Baucom, Panayiotis G. Georgiou, Shrikanth Narayanan, Affective state recognition in married couples' interactions using PCA-based vocal entrainment measures with multiple instance learning , International Conference on Affective Computing and Intelligent Interaction (ACII), Oct-2011 , 10.1007/978-3-642-24571-8_4
  101. Emily Mower, Chi-Chun Lee, James Gibson, Theodora Chaspari, Marian E. Williams, Shrikanth Narayanan, Analyzing the nature of ECA interactions in children with autism , Interspeech 2011, Aug-2011
  102. Chi-Chun Lee, Athanasios Katsamanis, Matthew P. Black, Brian R. Baucom, Panayiotis G. Georgiou, Shrikanth Narayanan, An Analysis of PCA-based Vocal Entrainment Measures in Married Couples' Affective Spoken Interactions , Interspeech 2011, Aug-2011
  103. Matthew P. Black, Athanasios Katsamanis, Chi-Chun Lee, Adam C. Lammert, Brian R. Baucom, Andrew Christensen, Panayiotis G. Georgiou, Shrikanth Narayanan, Automatic Classification of Married Couples' Behavior using Audio Features , Interspeech 2010, Sep-2010 , 10.21437/Interspeech.2010-574
  104. Chi-Chun Lee, Matthew P. Black, Athanasios Katsamanis, Adam C Lammert, Brian R. Baucom, Andrew Christensen, Panayiotis G. Georgiou, Shrikanth Narayanan, Quantification of prosodic entrainment in affective spontaneous spoken interactions of married couples , Interspeech 2010, Sep-2010
  105. Angeliki Metallinou, Chi-Chun Lee, Carlos Busso, Sharon Carnicke, Shrikanth Narayanan, The USC CreativeIT Database: A Multimodal Database of Theatrical Improvisation , Workshop on Multimodal Corpora: Advances in Capturing, Coding and Analyzing Multimodality (MMC 2010), May-2010
  106. Chi-Chun Lee, Shrikanth Narayanan, Predicting interruptions in dyadic spoken interactions , 2010 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Mar-2010 , 10.1109/icassp.2010.5494991
  107. Emily Mower, Angeliki Metallinou, Chi-Chun Lee, Abe Kazemzadeh, Carlos Busso, Sungbok Lee, Shrikanth Narayanan, Interpreting ambiguous emotional expressions , 2009 3rd International Conference on Affective Computing and Intelligent Interaction and Workshops, Sep-2009 , 10.1109/ACII.2009.5349500
  108. Chi-Chun Lee, Emily Mower, Carlos Busso, Sungbok Lee, Shrikanth Narayanan, Emotion recognition using a hierarchical binary decision tree approach , Interspeech 2009, Sep-2009 , 10.21437/Interspeech.2009-105
  109. Chi-Chun Lee, Carlos Busso, Sungbok Lee, Shrikanth Narayanan, Modeling mutual influence of interlocutor emotion states in dyadic spoken interactions , Interspeech 2009, Sep-2009 , 10.21437/Interspeech.2009-480
  110. Chi-Chun Lee, Sungbok Lee, Shrikanth Narayanan, An analysis of multimodal cues of interruption in dyadic spoken interactions , Interspeech 2008, Sep-2008 , 10.21437/Interspeech.2008-366