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26 Jan 2026
SERC
Institute for Infocomm Research
Train multi-modal LLM to understand diverse speech paralinguistics by distilling from teacher with meta-information prompt
Jeremy H. M. Wong,
Muhammad Huzaifah,
Hardik B. Sailor,
Shuo Sun,
Kye Min Tan,
Bin Wang,
Qiongqiong Wang,
Wenyu Zhang,
Xunlong Zou,
Nancy F. Chen,
Ai Ti Aw
AAAI Audio-Centric AI Workshop
8 Dec 2025
SERC
Institute for Infocomm Research
Understanding Patients’ Real-World Experiences with Diabetes Self-Management: A Mixed-Methods Study
Mojisola Erdt,
Siti Umairah Md. Salleh,
Sakinah Binte Yusof,
Siti Maryam Binte Ahmad Subaidi,
Nabilah Binte Md. Johan Md. Johan,
Yuanyuan Cao,
Yen Yu Chen,
Nancy F. Chen,
Yong Mong Bee,
Wen Lee Tan,
Pavitra Krishnaswamy
Singapore Scientific Conference (SSC) 2025
6 Dec 2025
SERC
Institute for Infocomm Research
Speech in-context learning of paralinguistic tasks
Jeremy H. M. Wong,
Muhammad Huzaifah,
Nancy F. Chen,
Ai Ti Aw
2025 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU)
6 Dec 2025
SERC
Institute for Infocomm Research
Diversity and complementarity of speech encoders across diverse tasks in a multi-modal large language model
Jeremy H. M. Wong,
Muhammad Huzaifah,
Hardik B. Sailor,
Shuo Sun,
Kye Min Tan,
Bin Wang,
Qiongqiong Wang,
Wenyu Zhang,
Xunlong Zou,
Nancy F. Chen,
Ai Ti Aw
2025 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU)
6 Dec 2025
SERC
Institute for Infocomm Research
Obtaining objective labels and analysing annotator subjectivity by using a Rasch model for ordinal speech processing
Jeremy H. M. Wong,
Nancy F. Chen
2025 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU)
8 Nov 2025
SERC
Institute for Infocomm Research
Persuasion Dynamics in LLMs: Investigating Robustness and Adaptability in Knowledge and Safety with DuET-PD
Bryan Chen Zhengyu Tan,
Daniel Wai Kit Chin,
Zhengyuan Liu,
Nancy F. Chen,
Roy Ka-Wei Lee
Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing
31 Oct 2025
SERC
Institute for Infocomm Research
Prompt-Unseen-Emotion: Mixed Emotional Speech Synthesis With Prompt-LLM Contextual Knowledge
Xiaoxue Gao,
Huayun Zhang,
Nancy F. Chen
IEEE Signal Processing Letters
11 Oct 2025
SERC
Institute for Infocomm Research
Contextualized Visual Storytelling for Conversational Chatbot in Education
Hui Li Tan,
Ying Gu,
Liyuan Li,
Mei Chee Leong,
Nancy F. Chen
Companion Proceedings of the 27th International Conference on Multimodal Interaction
4 Aug 2025
SERC
Institute for Infocomm Research
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,
Sun He,
Hock Huan Goh,
Lung Hsiang Wong,
Nancy F. Chen
Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 6: Industry Track)
4 Aug 2025
SERC
Institute for Infocomm Research
CoinMath: Harnessing the Power of Coding Instruction for Math LLM
Chengwei Wei,
Bin Wang,
Jung-jae Kim,
Guimei Liu,
Nancy F. Chen
Findings of the Association for Computational Linguistics: ACL 2025
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