| 2025 | ACL | SingaKids: A Multilingual Multimodal Dialogic Tutor for Language Learning. | Zhengyuan Liu, Geyu Lin, Hui Li Tan, Huayun Zhang, Yanfeng Lu, Xiaoxue Gao, Stella Xin Yin, He Sun, Hock Huan Goh, Lung-Hsiang Wong, Nancy F. Chen |
| 2025 | ICASSP | Emo-DPO: Controllable Emotional Speech Synthesis through Direct Preference Optimization. | Xiaoxue Gao, Chen Zhang, Yiming Chen, Huayun Zhang, Nancy F. Chen |
| 2025 | ICMI | MultiGen: Child-Friendly Multilingual Speech Generator with LLMs. | Xiaoxue Gao, Huayun Zhang, Nancy F. Chen |
| 2024 | Tencon | SNIPER Training: Single-Shot Sparse Training for Text-to-Speech. | Perry Lam, Huayun Zhang, Nancy F. Chen, Berrak Sisman, Dorien Herremans |
| 2023 | ASRU | Variational Gaussian Process Data Uncertainty. | Jeremy Heng Meng Wong, Huayun Zhang, Nancy F. Chen |
| 2023 | ICCE | Student Engagement Detection: Case Study on Using Peer-to-Peer Emotion Comparison with Context Regularization. | Geyu Lin, Manas Gupta, Cheryl Sze Yin Wong, Huayun Zhang |
| 2023 | Interspeech | Distilling knowledge from Gaussian process teacher to neural network student. | Jeremy H. M. Wong, Huayun Zhang, Nancy F. Chen |
| 2022 | Interspeech | EPIC TTS Models: Empirical Pruning Investigations Characterizing Text-To-Speech Models. | Perry Lam, Huayun Zhang, Nancy F. Chen, Berrak Sisman |
| 2022 | Interspeech | Variations of multi-task learning for spoken language assessment. | Jeremy Heng Meng Wong, Huayun Zhang, Nancy F. Chen |
| 2021 | Interspeech | WittyKiddy: Multilingual Spoken Language Learning for Kids. | Ke Shi, Kye Min Tan, Huayun Zhang, Siti Umairah Md. Salleh, Shikang Ni, Nancy F. Chen |
| 2021 | Interspeech | Multilingual Speech Evaluation: Case Studies on English, Malay and Tamil. | Huayun Zhang, Ke Shi, Nancy F. Chen |
| 2006 | ICASSP | Pattern-Based Dynamic Compensation Towards Robust Speech Recognition in Mobile Environments. | Huayun Zhang, Jun Xu |
| 2003 | ICASSP | A vector statistical piecewise polynomial approximation algorithm for environment compensation in telephone LVCSR. | Zhaobing Han, Shuwu Zhang, Huayun Zhang, Bo Xu |
| 2003 | Interspeech | Dynamic channel compensation based on maximum a posteriori estimation. | Huayun Zhang, Zhaobing Han, Bo Xu |
| 2003 | Interspeech | Geometric constrained maximum likelihood linear regression on Mandarin dialect adaptation. | Huayun Zhang, Bo Xu |
| 2002 | ICASSP | Pitch and tone's modeling in parametric trajectory model. | Yiyan Zhang, Wenju Liu, Bo Xu, Huayun Zhang |
| 2002 | Interspeech | Codebook dependent dynamic channel estimation for Mandarin speech recognition over telephone. | Huayun Zhang, Zhaobing Han, Bo Xu |
| 2002 | Interspeech | Improving parametric trajectory modeling by integration of pitch and tone information. | Yiyan Zhang, Wenju Liu, Bo Xu, Huayun Zhang |