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- Claude Bernard -

“The joy of discovery is certainly the liveliest that the mind of man can ever feel”

Academic Publications 
  1. Huang-Cheng Chou, Lucas Goncalves, Seong-Gyun Leem, Ali N. Salman, Chi-Chun Lee, and Carlos Busso. "Minority Views Matter: Bridging Speech Emotion Recognition and Human Perception with an All-Inclusive Subjective Evaluation Aggregation Rule." In: IEEE Transactions on Affective Computing, 2024. (Under review)

  2. Huang-Cheng Chou, Haibin Wu, Kai-Wei Chang, Lucas Goncalves, Jiawei Du, Jyh-Shing Roger Jang, Chi-Chun Lee, Hung-Yi Lee. (2024). EMO-SUPERB: An In-depth Look at Speech Emotion Recognition. arXiv preprint arXiv:2402.13018.

  3. Huang-Cheng Chou, Lucas Goncalves, Seong-Gyun Leem, Chi-Chun Lee, and Carlos Busso. "The Importance of Calibration: Rethinking Confidence and Performance of Speech Multi-label Emotion Classifiers." In: Proc. Interspeech 2023.

  4. Huang-Cheng Chou. "Do Minority Views in Perceptual Evaluations Affect Confidence of Speech Emotion Classifiers?" In: 2022 Seventh International Conference on Affective Computing and Intelligent Interaction Workshops and Demos (ACIIW). IEEE. 2022. (Oral)

  5. Huang-Cheng Chou, Chi-Chun Lee, and Carlos Busso. "Exploiting Co-occurrence Frequency of Emotions in Perceptual Evaluations To Train A Speech Emotion Classifier." In: Proc. Interspeech 2022. (Poster)

  6. Huang-Cheng Chou. "Predicting Inter-annotator Agreements to Improve Calibration and Performance of Speech Emotion Classifiers." In: 8th Doctoral Consortium Pro. Interspeech 2022. (Oral)

  7. Huang-Cheng Chou, Wei-Cheng Lin, Chi-Chun Lee, and Carlos Busso. "Exploiting Annotators' Typed Description of Emotion Perception to Maximize Utilization of Ratings for Speech Emotion Recognition." In: ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). 2022. (Oral)

  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.", in Companion Publication of the 2021 International Conference on Multimodal Interaction (ICMI ‘21), 2021. 

  9. Woan-Shiuan Chien, Huang-Cheng ChouChi-Chun Lee, "Self-assessed Emotion Classification from Acoustic and Physiological Features within Small-group Conversation.", in Companion Publication of the 2021 International Conference on Multimodal Interaction (ICMI ‘21), 2021. 

  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.", in Findings of the Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP ‘21), 2021. [Findings] [2021 Merry Electroacoustics Thesis Bronze Award]

  11. Huang-Cheng Chou, Yi-Wen Liu and Chi-Chun Lee, "Automatic Deception Detection using Multiple Speech and Language Communicative Descriptors in Dialogs. ", APSIPA Transactions on Signal and Information Processing (TSIP) 10, 2021 [Journal]

  12. Huang-Cheng Chou and Chi-Chun Lee, " ‘Your Behavior Tells Me You Think It Is A Lie’: Recognizing Perceived Deception using Multimodal Cues in Dialog Games ", in proceedings of Asia-Pacific Signal and Information Processing Association (APSIPA), 2020 [Oral]

  13. Huang-Cheng Chou and Chi-Chun Lee, "Learning to Recognize Per-rater's Emotion Perception Using Co-rater Training Strategy with Soft and Hard Labels", in Proceedings of the International Speech Communication Association (Interspeech), 2020 [Oral][2020 Merry Electroacoustics Thesis Award Candidate]

  14. 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", in proceedings of APSIPA 2019​ [Oral] [Best Regular Paper Award]

  15. 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 [Poster]

  16. Huang-Cheng Chou and Chi-Chun Lee, (2019, April). Every Rating Matters: Joint Learning of Subjective Labels and Individual Annotators for Speech Emotion Classification. In ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (pp. 5886-5890). IEEE. [Oral]

  17. Min-Hsuan Lin, Huang-Cheng Chou, Yu-Fu Chen, Wangta Liu, Chi-Chun Lee, Lawrence Yu-Min Liu, Yung-Jen Chuang, (2018). Development of a rapid and economic in vivo electrocardiogram platform for cardiovascular drug assay and electrophysiology research in adult zebrafish. Scientific reports, 8(1), 15986. [Journal]

  18. Huang-Cheng Chou, Wei-Cheng Lin, Lien-Chiang Chang, Chyi-Chang Li, Hsi-Pin Ma, and Chi-Chun Lee. (2017, October). Nnime: The nthu-ntua chinese interactive multimodal emotion corpus. In 2017 Seventh International Conference on Affective Computing and Intelligent Interaction (ACII) (pp. 292-298). IEEE. [Oral]

  19. Huang-Cheng Chou, Chun-Min Chang, Yu-Shuo Liu, Shiuan-Kai Kao, Chi-Chun Lee. (2017). Amplifying a Sense of Emotion toward Drama-Long Short-Term Memory Recurrent Neural Network for dynamic emotion recognition. In Proceedings of the 29th Conference on Computational Linguistics and Speech Processing (ROCLING 2017) (pp. 136-147). [Oral]

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Affective Computing

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