Adversarial Domain Adaptation with Correlation-Based Association Networks for Longitudinal Disk Fault Prediction. - Xiang Lan 004; Dianwen Ng; Yi Liu; Jiongzhou Liu; Fan Xu; Cheng He; Mengling Feng (IJCNN, 2021)

Intra-Inter Subject Self-Supervised Learning for Multivariate Cardiac Signals. - Xiang Lan 004; Dianwen Ng; Shenda Hong; Mengling Feng (AAAI, 2022)

Convmixer: Feature Interactive Convolution with Curriculum Learning for Small Footprint and Noisy Far-Field Keyword Spotting. - Dianwen Ng; Yunqi Chen; Biao Tian; Qiang Fu 001; Eng Siong Chng (ICASSP, 2022)

Small Footprint Multi-channel ConvMixer for Keyword Spotting with Centroid Based Awareness. - Dianwen Ng; Jin Hui Pang; Yang Xiao; Biao Tian; Qiang Fu 001; Eng Siong Chng (CoRR, 2022)

I2CR: Improving Noise Robustness on Keyword Spotting Using Inter-Intra Contrastive Regularization. - Dianwen Ng; Jia Qi Yip; Tanmay Surana; Zhao Yang; Chong Zhang 003; Yukun Ma; Chongjia Ni; Eng Siong Chng; Bin Ma 001 (CoRR, 2022)

Analysis of Speech Separation Performance Degradation on Emotional Speech Mixtures. - Jia Qi Yip; Dianwen Ng; Bin Ma 001; Chng Eng Siong (APSIPA ASC, 2023)

De'hubert: Disentangling Noise in a Self-Supervised Model for Robust Speech Recognition. - Dianwen Ng; Ruixi Zhang; Jia Qi Yip; Zhao Yang; Jinjie Ni; Chong Zhang 003; Yukun Ma; Chongjia Ni; Eng Siong Chng; Bin Ma 001 (ICASSP, 2023)

Contrastive Speech Mixup for Low-Resource Keyword Spotting. - Dianwen Ng; Ruixi Zhang; Jia Qi Yip; Chong Zhang 003; Yukun Ma; Trung Hieu Nguyen 001; Chongjia Ni; Eng Siong Chng; Bin Ma 001 (ICASSP, 2023)

Adaptive Knowledge Distillation Between Text and Speech Pre-Trained Models. - Jinjie Ni; Yukun Ma; Wen Wang 001; Qian Chen 033; Dianwen Ng; Han Lei; Trung Hieu Nguyen 001; Chong Zhang 003; Bin Ma 001; Erik Cambria (ICASSP, 2023)

Adapter-tuning with Effective Token-dependent Representation Shift for Automatic Speech Recognition. - Dianwen Ng; Chong Zhang 003; Ruixi Zhang; Yukun Ma; Trung Hieu Nguyen 001; Chongjia Ni; Shengkui Zhao; Qian Chen 003; Wen Wang 001; Eng Siong Chng; Bin Ma 001 (INTERSPEECH, 2023)

Small Footprint Multi-channel Network for Keyword Spotting with Centroid Based Awareness. - Dianwen Ng; Yang Xiao; Jia Qi Yip; Zhao Yang; Biao Tian; Qiang Fu 001; Eng Siong Chng; Bin Ma 001 (INTERSPEECH, 2023)

Dual Acoustic Linguistic Self-supervised Representation Learning for Cross-Domain Speech Recognition. - Zhao Yang; Dianwen Ng; Chong Zhang 003; Xiao Fu; Rui Jiang; Wei Xi; Yukun Ma; Chongjia Ni; Eng Siong Chng; Bin Ma 001; Jizhong Zhao (INTERSPEECH, 2023)

A Unified Recognition and Correction Model under Noisy and Accent Speech Conditions. - Zhao Yang; Dianwen Ng; Chong Zhang 003; Rui Jiang; Wei Xi; Yukun Ma; Chongjia Ni; Jizhong Zhao; Bin Ma 001; Eng Siong Chng (INTERSPEECH, 2023)

Dual-Memory Multi-Modal Learning for Continual Spoken Keyword Spotting with Confidence Selection and Diversity Enhancement. - Zhao Yang; Dianwen Ng; Xizhe Li; Chong Zhang 003; Rui Jiang; Wei Xi; Yukun Ma; Chongjia Ni; Jizhong Zhao; Bin Ma 001; Eng Siong Chng (INTERSPEECH, 2023)

ACA-Net: Towards Lightweight Speaker Verification using Asymmetric Cross Attention. - Jia Qi Yip; Duc-Tuan Truong; Dianwen Ng; Chong Zhang 003; Yukun Ma; Trung Hieu Nguyen 001; Chongjia Ni; Shengkui Zhao; Eng Siong Chng; Bin Ma 001 (INTERSPEECH, 2023)

deHuBERT: Disentangling Noise in a Self-supervised Model for Robust Speech Recognition. - Dianwen Ng; Ruixi Zhang; Jia Qi Yip; Zhao Yang; Jinjie Ni; Chong Zhang 003; Yukun Ma; Chongjia Ni; Eng Siong Chng; Bin Ma 001 (CoRR, 2023)

ACA-Net: Towards Lightweight Speaker Verification using Asymmetric Cross Attention. - Jia Qi Yip; Tuan Truong; Dianwen Ng; Chong Zhang 003; Yukun Ma; Trung Hieu Nguyen 001; Chongjia Ni; Shengkui Zhao; Eng Siong Chng; Bin Ma 001 (CoRR, 2023)

Noise Robust Distillation of Self-Supervised Speech Models via Correlation Metrics. - Fabian Ritter Gutierrez; Kuan-Po Huang; Dianwen Ng; Jeremy H. M. Wong; Hung-Yi Lee; Eng Siong Chng; Nancy F. Chen (ICASSP Workshops, 2024)

Are Soft Prompts Good Zero-Shot Learners for Speech Recognition? - Dianwen Ng; Chong Zhang 003; Ruixi Zhang; Yukun Ma; Fabian Ritter Gutierrez; Trung Hieu Nguyen 001; Chongjia Ni; Shengkui Zhao; Eng Siong Chng; Bin Ma 001 (ICASSP, 2024)

SPGM: Prioritizing Local Features for Enhanced Speech Separation Performance. - Jia Qi Yip; Shengkui Zhao; Yukun Ma; Chongjia Ni; Chong Zhang 003; Hao Wang 199; Trung Hieu Nguyen 001; Kun Zhou 003; Dianwen Ng; Eng Siong Chng; Bin Ma 001 (ICASSP, 2024)

MossFormer2: Combining Transformer and RNN-Free Recurrent Network for Enhanced Time-Domain Monaural Speech Separation. - Shengkui Zhao; Yukun Ma; Chongjia Ni; Chong Zhang 003; Hao Wang 199; Trung Hieu Nguyen 001; Kun Zhou 003; Jia Qi Yip; Dianwen Ng; Bin Ma 001 (ICASSP, 2024)

MRFER: Multi-Channel Robust Feature Enhanced Fusion for Multi-Modal Emotion Recognition. - Xiao Fu; Wei Xi; Zhao Yang; Rui Jiang; Dianwen Ng; Jie Yang; Jizhong Zhao (ICME, 2024)

Phonetic Enhanced Language Modeling for Text-to-Speech Synthesis. - Kun Zhou 003; Shengkui Zhao; Yukun Ma; Chong Zhang 003; Hao Wang 199; Dianwen Ng; Chongjia Ni; Trung Hieu Nguyen 001; Jia Qi Yip; Bin Ma 001 (INTERSPEECH, 2024)

Dataset-Distillation Generative Model for Speech Emotion Recognition. - Fabian Ritter Gutierrez; Kuan-Po Huang; Jeremy H. M. Wong; Dianwen Ng; Hung-yi Lee; Nancy F. Chen; Eng Siong Chng (INTERSPEECH, 2024)

Towards Audio Codec-based Speech Separation. - Jia Qi Yip; Shengkui Zhao; Dianwen Ng; Eng Siong Chng; Bin Ma 001 (INTERSPEECH, 2024)

Emotional Dimension Control in Language Model-Based Text-to-Speech: Spanning a Broad Spectrum of Human Emotions. - Kun Zhou 003; You Zhang; Shengkui Zhao; Hao Wang 199; Zexu Pan; Dianwen Ng; Chong Zhang 003; Chongjia Ni; Yukun Ma; Trung Hieu Nguyen 001; Jia Qi Yip; Bin Ma 001 (CoRR, 2024)

100 Days After DeepSeek-R1: A Survey on Replication Studies and More Directions for Reasoning Language Models. - Chong Zhang; Yue Deng 010; Xiang Lin; Bin Wang; Dianwen Ng; Hai Ye; Xingxuan Li; Yao Xiao; Zhanfeng Mo; Qi Zhang 001; Lidong Bing (CoRR, 2025)

Multi-band Frequency Reconstruction for Neural Psychoacoustic Coding. - Dianwen Ng; Kun Zhou 003; Yi-Wen Chao; Zhiwei Xiong; Bin Ma 001; Eng Siong Chng (CoRR, 2025)

MiroMind-M1: An Open-Source Advancement in Mathematical Reasoning via Context-Aware Multi-Stage Policy Optimization. - Xingxuan Li; Yao Xiao; Dianwen Ng; Hai Ye; Yue Deng 010; Xiang Lin; Bin Wang; Zhanfeng Mo; Chong Zhang; Yueyi Zhang; Zonglin Yang 001; Ruilin Li; et al. (CoRR, 2025)

FD-Bench: A Full-Duplex Benchmarking Pipeline Designed for Full Duplex Spoken Dialogue Systems. - Yizhou Peng; Yi-Wen Chao; Dianwen Ng; Yukun Ma; Chongjia Ni; Bin Ma 001; Eng Siong Chng (CoRR, 2025)