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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
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)
25 Jun 2024
SERC
Institute for Infocomm Research
Bounded Gaussian process with multiple outputs and ensemble combination
Jeremy H. M. Wong,
Huayun Zhang,
Nancy F. Chen
IEEE CAI
18 Mar 2024
SERC
Institute for Infocomm Research
Distilling Distributional Uncertainty from a Gaussian Process
Jeremy H. M. Wong,
Nancy F. Chen
ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
20 Aug 2023
SERC
Institute for Infocomm Research
Distilling knowledge from Gaussian process teacher to neural network student
Jeremy H. M. Wong,
Huayun Zhang,
Nancy F. Chen
INTERSPEECH
21 Jul 2023
SERC
Institute for Infocomm Research
Modelling Inter-Rater Uncertainty in Spoken Language Assessment
Jeremy H. M. Wong,
Huayun Zhang,
Nancy F. Chen
IEEE/ACM Transactions on Audio, Speech, and Language Processing
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