| 2025 | ASRU | EMO-Debias: Benchmarking Gender Debiasing Techniques in Multi-Label Speech Emotion Recognition. | Yi-Cheng Lin, Huang-Cheng Chou, Yu-Hsuan Li Liang, Hung-Yi Lee |
| 2025 | ASRU | EMO-Reasoning: Benchmarking Emotional Reasoning Capabilities in Spoken Dialogue Systems. | Jingwen Liu, Kan Jen Cheng, Jiachen Lian, Akshay Anand, Rishi Jain, Faith Qiao, Robin Netzorg, Huang-Cheng Chou, Tingle Li, Guan-Ting Lin, Gopala Anumanchipalli |
| 2025 | ASRU | CO-VADA: A Confidence-Oriented Voice Augmentation Debiasing Approach for Fair Speech Emotion Recognition. | Yun-Shao Tsai, Yi-Cheng Lin, Huang-Cheng Chou, Hung-Yi Lee |
| 2025 | ICASSP | Stimulus Modality Matters: Impact of Perceptual Evaluations from Different Modalities on Speech Emotion Recognition System Performance. | Huang-Cheng Chou, Haibin Wu, Chi-Chun Lee |
| 2025 | ICASSP | Improving Speech Emotion Recognition in Under-Resourced Languages via Speech-to-Speech Translation with Bootstrapping Data Selection. | Hsi-Che Lin, Yi-Cheng Lin, Huang-Cheng Chou, Hung-yi Lee |
| 2025 | Interspeech | Meta-PerSER: Few-Shot Listener Personalized Speech Emotion Recognition via Meta-learning. | Shi-Xin Fang, Liang-Yeh Shen, Yi-Cheng Lin, Huang-Cheng Chou, Hung-yi Lee |
| 2025 | Interspeech | Mitigating Subgroup Disparities in Multi-Label Speech Emotion Recognition: A Pseudo-Labeling and Unsupervised Learning Approach. | Yi-Cheng Lin, Huang-Cheng Chou, Hung-yi Lee |
| 2024 | Interspeech | Emo-bias: A Large Scale Evaluation of Social Bias on Speech Emotion Recognition. | Yi-Cheng Lin, Haibin Wu, Huang-Cheng Chou, Chi-Chun Lee, Hung-yi Lee |
| 2023 | Interspeech | The Importance of Calibration: Rethinking Confidence and Performance of Speech Multi-label Emotion Classifiers. | Huang-Cheng Chou, Lucas Goncalves, Seong-Gyun Leem, Chi-Chun Lee, Carlos Busso |
| 2022 | ACII | Do Minority Views in Perceptual Evaluations Affect Confidence of Speech Emotion Classifiers? | Huang-Cheng Chou |
| 2022 | ICASSP | Exploiting Annotators' Typed Description of Emotion Perception to Maximize Utilization of Ratings for Speech Emotion Recognition. | Huang-Cheng Chou, Wei-Cheng Lin, Chi-Chun Lee, Carlos Busso |
| 2022 | Interspeech | Exploiting Co-occurrence Frequency of Emotions in Perceptual Evaluations To Train A Speech Emotion Classifier. | Huang-Cheng Chou, Chi-Chun Lee, Carlos Busso |
| 2021 | ACL | "Does it Matter When I Think You Are Lying?" Improving Deception Detection by Integrating Interlocutor's Judgements in Conversations. | Huang-Cheng Chou, Woan-Shiuan Chien, Da-Cheng Juan, Chi-Chun Lee |
| 2021 | ICMI | Belongingness and Satisfaction Recognition from Physiological Synchrony with A Group-Modulated Attentive BLSTM under Small-group Conversation. | Woan-Shiuan Chien, Huang-Cheng Chou, Chi-Chun Lee |
| 2021 | ICMI | Self-assessed Emotion Classification from Acoustic and Physiological Features within Small-group Conversation. | Woan-Shiuan Chien, Huang-Cheng Chou, Chi-Chun Lee |
| 2020 | Interspeech | Learning to Recognize Per-Rater's Emotion Perception Using Co-Rater Training Strategy with Soft and Hard Labels. | Huang-Cheng Chou, Chi-Chun Lee |
| 2019 | ICASSP | Every Rating Matters: Joint Learning of Subjective Labels and Individual Annotators for Speech Emotion Classification. | Huang-Cheng Chou, Chi-Chun Lee |
| 2019 | Interspeech | Acoustic Indicators of Deception in Mandarin Daily Conversations Recorded from an Interactive Game. | Chih-Hsiang Huang, Huang-Cheng Chou, Yi-Tong Wu, Chi-Chun Lee, Yi-Wen Liu |
| 2017 | ACII | NNIME: The NTHU-NTUA Chinese interactive multimodal emotion corpus. | Huang-Cheng Chou, Wei-Cheng Lin, Lien-Chiang Chang, Chyi-Chang Li, Hsi-Pin Ma, Chi-Chun Lee |