Eng Siong Chng

Associate Professor, CCDS, Nanyang Technological University

Joined

July 2019

Names

Eng Siong Chng (Preferred)

EngSiong Chng

Emails

****@ntu.edu.sg (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Career & Education History

Associate Professor

CCDS, Nanyang Technological University (ntu.edu.sg)

2012 – Present

Assistant Professor

CCDS, Nanyang Technological University (ntu.edu.sg)

2003 – 2012

PhD student

Electronics, University of Edinburgh, University of Edinburgh (ed.ac.uk)

1992 – 1996

Advisors, Relations & Conflicts

PhD Advisee

Ashutosh Anshul

2024 – Present

PhD Advisee

Shreyas Gopal

2024 – Present

PhD Advisor

Bernard Mulgrew

1991 – 1996

Expertise

Digital Signal Processing

2003 – Present

Pattern Recognition

2003 – Present

Speech and Language Processing

1992 – Present

Publications

AudioTrust: Benchmarking the Multifaceted Trustworthiness of Audio Large Language Models
Kai Li, Can Shen, Yile Liu, Jirui Han, Kelong zheng, Xuechao Zou, Lionel Z. WANG, Shun Zhang, Xingjian Du, Hanjun Luo, Yingbin Jin, Xinxin Xing, Ziyang Ma, Yue Liu, YiFan Zhang, Junfeng Fang, Kun Wang, Yibo Yan, Gelei Deng, Haoyang LI et al. (14 additional authors not shown)
- ResponsibleFM @ NeurIPS 2025
- Readers: Everyone
Chronological Thinking in Full-Duplex Spoken Dialogue Language Models
Donghang Wu, Haoyang Zhang, Chen Chen, Tianyu Zhang, Eng Siong Chng
- Submitted to ICLR 2026
- Readers: Everyone
Semi-Supervised Speech Enhancement with Gradient-Guided Channel Attenuation
Qin Yang, Ying Hu, Liang He, Zhijian Ou, Hexin Liu, Eng Siong Chng
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Omni-Captioner: Data Pipeline, Models, and Benchmark for Omni Detailed Perception
Ziyang Ma, Ruiyang Xu, Zhenghao Xing, Yunfei Chu, Yuxuan Wang, Jinzheng He, Jin Xu, Pheng-Ann Heng, Kai Yu, Junyang Lin, Eng Siong Chng, Xie Chen
- ICLR 2026 Poster
- Readers: Everyone
AudioTrust: Benchmarking The Multifaceted Trustworthiness of Audio Large Language Models
Kai Li, Can Shen, Yile Liu, Jirui Han, Kelong zheng, Xuechao Zou, Lionel Z. WANG, Shun Zhang, Xingjian Du, Hanjun Luo, Yingbin Jin, Xinxin Xing, Ziyang Ma, Yue Liu, YiFan Zhang, Junfeng Fang, Kun Wang, Yibo Yan, Gelei Deng, Haoyang LI et al. (14 additional authors not shown)
- ICLR 2026 Poster
- Readers: Everyone
SumRA: Parameter Efficient Fine-tuning with Singular Value Decomposition and Summed Orthogonal Basis
Chin Yuen Kwok, Yongsen Zheng, Jia Qi Yip, Kwok-Yan Lam, Eng Siong Chng
- ICLR 2026 Poster
- Readers: Everyone
Word-Level Emotional Expression Control in Zero-Shot Text-to-Speech Synthesis
Tianrui Wang, Haoyu Wang, Meng Ge, Cheng Gong, Chunyu Qiang, Ziyang Ma, Zikang Huang, Guanrou Yang, Xiaobao Wang, EngSiong Chng, Xie Chen, Longbiao Wang, Jianwu Dang
- NeurIPS 2025 spotlight
- Readers: Everyone
MMAR: A Challenging Benchmark for Deep Reasoning in Speech, Audio, Music, and Their Mix
Ziyang Ma, Yinghao Ma, Yanqiao Zhu, Chen Yang, Yi-Wen Chao, Ruiyang Xu, Wenxi Chen, Yuanzhe Chen, Zhuo Chen, Jian Cong, Kai Li, Keliang Li, Siyou Li, Xinfeng Li, Xiquan Li, Zheng Lian, Yuzhe Liang, Minghao Liu, Zhikang Niu, Tianrui Wang et al. (14 additional authors not shown)
- NeurIPS 2025 Datasets and Benchmarks Track poster
- Readers: Everyone
Multi-band Frequency Reconstruction for Neural Psychoacoustic Coding
Dianwen Ng, Kun Zhou, Yi-Wen Chao, Zhiwei Xiong, Bin Ma, EngSiong Chng
- ICML 2025 poster
- Readers: Everyone
Speaking in Wavelet Domain: A Simple and Efficient Approach to Speed up Speech Diffusion Model
Xiangyu Zhang, Daijiao Liu, Hexin Liu, Qiquan Zhang, Hanyu Meng, Leibny Paola Garcia Perera, EngSiong Chng, Lina Yao
- EMNLP 2024
- Readers: Everyone

View all 42 publications

Co-Authors

View all 162 co-authors