Deep Belief Networks Ensemble with Multi-objective Optimization for Failure Diagnosis. - Chong Zhang 003; Jia Hui Sun; Kay Chen Tan (SMC, 2015)

Training cost-sensitive Deep Belief Networks on imbalance data problems. - Chong Zhang 003; Kay Chen Tan; Ruoxu Ren (IJCNN, 2016)

A data-driven prognostics framework for tool remaining useful life estimation in tool condition monitoring. - Chong Zhang 003; Geok Soon Hong; Huan Xu; Kay Chen Tan; Jun-Hong Zhou; Hian-Leng Chan; Haizhou Li 001 (ETFA, 2017)

Multiobjective Deep Belief Networks Ensemble for Remaining Useful Life Estimation in Prognostics. - Chong Zhang 003; Pin Lim; A. Kai Qin; Kay Chen Tan (IEEE Trans. Neural Networks Learn. Syst., 2017)

Gated Recurrent Units Based Neural Network For Tool Condition Monitoring. - Huan Xu; Chong Zhang 003; Geok Soon Hong; Junhong Zhou; Jihoon Hong; Keng Soon Woon (IJCNN, 2018)

A Multi-State Diagnosis and Prognosis Framework with Feature Learning for Tool Condition Monitoring. - Chong Zhang 003; Geok Soon Hong; Jun-Hong Zhou; Kay Chen Tan; Haizhou Li 001; Huan Xu; Jihoon Hong; Hian-Leng Chan (CoRR, 2018)

A Cost-Sensitive Deep Belief Network for Imbalanced Classification. - Chong Zhang 003; Kay Chen Tan; Haizhou Li 001; Geok Soon Hong (IEEE Trans. Neural Networks Learn. Syst., 2019)

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)

Ditto: A Simple and Efficient Approach to Improve Sentence Embeddings. - Qian Chen 003; Wen Wang 001; Qinglin Zhang; Siqi Zheng; Chong Deng; Hai Yu; Jiaqing Liu; Yukun Ma; Chong Zhang 003 (EMNLP, 2023)

Auxiliary Pooling Layer For Spoken Language Understanding. - Yukun Ma; Trung Hieu Nguyen 001; Jinjie Ni; Wen Wang 001; Qian Chen 003; Chong Zhang 003; Bin Ma 001 (ICASSP, 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)

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)

Loss Masking Is Not Needed In Decoder-Only Transformer For Discrete-Token-Based ASR. - Qian Chen 003; Wen Wang 001; Qinglin Zhang; Siqi Zheng; Shiliang Zhang; Chong Deng; Yukun Ma; Hai Yu; Jiaqing Liu; Chong Zhang 003 (ICASSP, 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)

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)

Skip-Layer Attention: Bridging Abstract and Detailed Dependencies in Transformers. - Qian Chen 003; Wen Wang 001; Qinglin Zhang; Siqi Zheng; Shiliang Zhang; Chong Deng; Hai Yu; Jiaqing Liu; Yukun Ma; Chong Zhang 003 (CoRR, 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)

Tuning Large Language Model for Speech Recognition With Mixed-Scale Re-Tokenization. - Yukun Ma; Chong Zhang 003; Qian Chen 003; Wen Wang 001; Bin Ma 001 (IEEE Signal Process. Lett., 2024)

Fine-Tuning Channel-Pruned Deep Model via Knowledge Distillation. - Chong Zhang 003; Hong-Zhi Wang; Hongwei Liu 001; Yi-Lin Chen (J. Comput. Sci. Technol., 2024)

UniCodec: Unified Audio Codec with Single Domain-Adaptive Codebook. - Yidi Jiang; Qian Chen 003; Shengpeng Ji; Yu Xi; Wen Wang 001; Chong Zhang 003; Xianghu Yue; Shiliang Zhang; Haizhou Li 001 (ACL (1), 2025)

HiFi-SR: A Unified Generative Transformer-Convolutional Adversarial Network for High-Fidelity Speech Super-Resolution. - Shengkui Zhao; Kun Zhou 003; Zexu Pan; Yukun Ma; Chong Zhang 003; Bin Ma 001 (ICASSP, 2025)

Conditional Latent Diffusion-Based Speech Enhancement via Dual Context Learning. - Shengkui Zhao; Zexu Pan; Kun Zhou 003; Yukun Ma; Chong Zhang 003; Bin Ma 001 (ICASSP, 2025)

MinMo: A Multimodal Large Language Model for Seamless Voice Interaction. - Qian Chen 003; Yafeng Chen; Yanni Chen; Mengzhe Chen; Yingda Chen; Chong Deng; Zhihao Du; Ruize Gao; Changfeng Gao; Zhifu Gao; Yabin Li; Xiang Lv; et al. (CoRR, 2025)

InspireMusic: Integrating Super Resolution and Large Language Model for High-Fidelity Long-Form Music Generation. - Chong Zhang 003; Yukun Ma; Qian Chen 003; Wen Wang 001; Shengkui Zhao; Zexu Pan; Hao Wang 199; Chongjia Ni; Trung Hieu Nguyen 001; Kun Zhou 003; Yidi Jiang; Chaohong Tan; et al. (CoRR, 2025)

Plug-and-Play Co-Occurring Face Attention for Robust Audio-Visual Speaker Extraction. - Zexu Pan; Shengkui Zhao; Tingting Wang; Kun Zhou 003; Yukun Ma; Chong Zhang 003; Bin Ma 001 (CoRR, 2025)

Online Audio-Visual Autoregressive Speaker Extraction. - Zexu Pan; Wupeng Wang; Shengkui Zhao; Chong Zhang 003; Kun Zhou 003; Yukun Ma; Bin Ma 001 (CoRR, 2025)

OmniDRCA: Parallel Speech-Text Foundation Model via Dual-Resolution Speech Representations and Contrastive Alignment. - Chao-Hong Tan; Qian Chen 003; Wen Wang 001; Chong Deng; Qinglin Zhang; Luyao Cheng; Hai Yu; Xin Zhang 018; Xiang Lv; Tianyu Zhao; Chong Zhang 003; Yukun Ma; et al. (CoRR, 2025)