Time Domain Speech Enhancement With Attentive Multi-scale Approach. - Chen Chen 075; Nana Hou; Duo Ma; Eng Siong Chng (APSIPA ASC, 2021)

Self-Critical Sequence Training for Automatic Speech Recognition. - Chen Chen 075; Yuchen Hu; Nana Hou; Xiaofeng Qi; Heqing Zou; Eng Siong Chng (ICASSP, 2022)

Noise-Robust Speech Recognition With 10 Minutes Unparalleled In-Domain Data. - Chen Chen 075; Nana Hou; Yuchen Hu; Shashank Shirol; Eng Siong Chng (ICASSP, 2022)

Interactive Feature Fusion for End-to-End Noise-Robust Speech Recognition. - Yuchen Hu; Nana Hou; Chen Chen 075; Eng Siong Chng (ICASSP, 2022)

Speech Emotion Recognition with Co-Attention Based Multi-Level Acoustic Information. - Heqing Zou; Yuke Si; Chen Chen 075; Deepu Rajan; Eng Siong Chng (ICASSP, 2022)

Interactive Auido-text Representation for Automated Audio Captioning with Contrastive Learning. - Chen Chen 075; Nana Hou; Yuchen Hu; Heqing Zou; Xiaofeng Qi; Eng Siong Chng (INTERSPEECH, 2022)

DENT-DDSP: Data-efficient noisy speech generator using differentiable digital signal processors for explicit distortion modelling and noise-robust speech recognition. - Zixun Guo; Chen Chen 075; Eng Siong Chng (INTERSPEECH, 2022)

Interactive Audio-text Representation for Automated Audio Captioning with Contrastive Learning. - Chen Chen 075; Nana Hou; Yuchen Hu; Heqing Zou; Xiaofeng Qi; Eng Siong Chng (CoRR, 2022)

Leveraging Modality-Specific Representations for Audio-Visual Speech Recognition via Reinforcement Learning. - Chen Chen 075; Yuchen Hu; Qiang Zhang; Heqing Zou; Beier Zhu; Eng Siong Chng (AAAI, 2023)

MIR-GAN: Refining Frame-Level Modality-Invariant Representations with Adversarial Network for Audio-Visual Speech Recognition. - Yuchen Hu; Chen Chen 075; Ruizhe Li 001; Heqing Zou; Eng Siong Chng (ACL (1), 2023)

Hearing Lips in Noise: Universal Viseme-Phoneme Mapping and Transfer for Robust Audio-Visual Speech Recognition. - Yuchen Hu; Ruizhe Li 001; Chen Chen 075; Chengwei Qin; Qiu-Shi Zhu; Eng Siong Chng (ACL (1), 2023)

UniS-MMC: Multimodal Classification via Unimodality-supervised Multimodal Contrastive Learning. - Heqing Zou; Meng Shen 002; Chen Chen 075; Yuchen Hu; Deepu Rajan; Eng Siong Chng (ACL (Findings), 2023)

Study of Generative Adversarial Networks for Noisy Speech Simulation from Clean Speech. - Leander Melroy Maben; Zixun Guo; Chen Chen 075; Utkarsh Chudiwal; Chng Eng Siong (APSIPA ASC, 2023)

Lifelong Sequence Generation with Dynamic Module Expansion and Adaptation. - Chengwei Qin; Chen Chen 075; Shafiq Joty (EMNLP, 2023)

Metric-Oriented Speech Enhancement Using Diffusion Probabilistic Model. - Chen Chen 075; Yuchen Hu; Weiwei Weng; Eng Siong Chng (ICASSP, 2023)

Unsupervised Noise Adaptation Using Data Simulation. - Chen Chen 075; Yuchen Hu; Heqing Zou; Linhui Sun; Eng Siong Chng (ICASSP, 2023)

Gradient Remedy for Multi-Task Learning in End-to-End Noise-Robust Speech Recognition. - Yuchen Hu; Chen Chen 075; Ruizhe Li 001; Qiushi Zhu; Eng Siong Chng (ICASSP, 2023)

Unifying Speech Enhancement and Separation with Gradient Modulation for End-to-End Noise-Robust Speech Separation. - Yuchen Hu; Chen Chen 075; Heqing Zou; Xionghu Zhong; Eng Siong Chng (ICASSP, 2023)

Cross-Modal Global Interaction and Local Alignment for Audio-Visual Speech Recognition. - Yuchen Hu; Ruizhe Li 001; Chen Chen 075; Heqing Zou; Qiushi Zhu; Eng Siong Chng (IJCAI, 2023)

A Neural State-Space Modeling Approach to Efficient Speech Separation. - Chen Chen 075; Chao-Han Huck Yang; Kai Li; Yuchen Hu; Pin-Jui Ku; Eng Siong Chng (INTERSPEECH, 2023)

Dual-Path Style Learning for End-to-End Noise-Robust Speech Recognition. - Yuchen Hu; Nana Hou; Chen Chen 075; Eng Siong Chng (INTERSPEECH, 2023)

HyPoradise: An Open Baseline for Generative Speech Recognition with Large Language Models. - Chen Chen 075; Yuchen Hu; Chao-Han Huck Yang; Sabato Marco Siniscalchi; Pin-Yu Chen; Chng Eng Siong (NeurIPS, 2023)

Noise-aware Speech Separation with Contrastive Learning. - Zizheng Zhang; Chen Chen 075; Xiang Liu; Yuchen Hu; Eng Siong Chng (CoRR, 2023)

Study of GANs for Noisy Speech Simulation from Clean Speech. - Leander Melroy Maben; Zixun Guo; Chen Chen 075; Utkarsh Chudiwal; Chng Eng Siong (CoRR, 2023)

A Neural State-Space Model Approach to Efficient Speech Separation. - Chen Chen 075; Chao-Han Huck Yang; Kai Li; Yuchen Hu; Pin-Jui Ku; Eng Siong Chng (CoRR, 2023)

Generative error correction for code-switching speech recognition using large language models. - Chen Chen 075; Yuchen Hu; Chao-Han Huck Yang; Hexin Liu; Sabato Marco Siniscalchi; Eng Siong Chng (CoRR, 2023)

Overcoming Catastrophic Forgetting by Exemplar Selection in Task-oriented Dialogue System. - Chen Chen 075; Ruizhe Li 001; Yuchen Hu; Yuanyuan Chen; Chengwei Qin; Qiang Zhang (ACL (Findings), 2024)

Listen Again and Choose the Right Answer: A New Paradigm for Automatic Speech Recognition with Large Language Models. - Yuchen Hu; Chen Chen 075; Chengwei Qin; Qiushi Zhu; Engsiong Chng; Ruizhe Li 001 (ACL (Findings), 2024)

GenTranslate: Large Language Models are Generative Multilingual Speech and Machine Translators. - Yuchen Hu; Chen Chen 075; Chao-Han Huck Yang; Ruizhe Li 001; Dong Zhang; Zhehuai Chen; Engsiong Chng (ACL (1), 2024)

In-Context Learning with Iterative Demonstration Selection. - Chengwei Qin; Aston Zhang; Chen Chen 075; Anirudh Dagar; Wenming Ye (EMNLP (Findings), 2024)

Noise-Aware Speech Separation with Contrastive Learning. - Zizheng Zhang; Chen Chen 075; Hsin-Hung Chen; Xiang Liu; Yuchen Hu; Eng Siong Chng (ICASSP, 2024)

Cross-Modality and Within-Modality Regularization for Audio-Visual Deepfake Detection. - Heqing Zou; Meng Shen 002; Yuchen Hu; Chen Chen 075; Eng Siong Chng; Deepu Rajan (ICASSP, 2024)

It's Never Too Late: Fusing Acoustic Information into Large Language Models for Automatic Speech Recognition. - Chen Chen 075; Ruizhe Li 001; Yuchen Hu; Sabato Marco Siniscalchi; Pin-Yu Chen; Engsiong Chng; Chao-Han Huck Yang (ICLR, 2024)

Large Language Models are Efficient Learners of Noise-Robust Speech Recognition. - Yuchen Hu; Chen Chen 075; Chao-Han Huck Yang; Ruizhe Li 001; Chao Zhang 031; Pin-Yu Chen; Engsiong Chng (ICLR, 2024)

Noise-aware Speech Enhancement using Diffusion Probabilistic Model. - Yuchen Hu; Chen Chen 075; Ruizhe Li 001; Qiushi Zhu; Eng Siong Chng (INTERSPEECH, 2024)

Investigating ASR Error Correction with Large Language Model and Multilingual 1-best Hypotheses. - Sheng Li 010; Chen Chen 075; Kwok Chin Yuen; Chenhui Chu; Eng Siong Chng; Hisashi Kawai (INTERSPEECH, 2024)

Self-Taught Recognizer: Toward Unsupervised Adaptation for Speech Foundation Models. - Yuchen Hu; Chen Chen 075; Chao-Han Yang; Chengwei Qin; Pin-Yu Chen; Engsiong Chng; Chao Zhang 031 (NeurIPS, 2024)

Large Language Model Based Generative Error Correction: A Challenge and Baselines For Speech Recognition, Speaker Tagging, and Emotion Recognition. - Chao-Han Huck Yang; Taejin Park; Yuan Gong 001; Yuanchao Li; Zhehuai Chen; Yen-Ting Lin; Chen Chen 075; Yuchen Hu; Kunal Dhawan; Piotr Zelasko; Chao Zhang 031; Yun-Nung Chen; et al. (SLT, 2024)

Self-Taught Recognizer: Toward Unsupervised Adaptation for Speech Foundation Models. - Yuchen Hu; Chen Chen 075; Chao-Han Huck Yang; Chengwei Qin; Pin-Yu Chen; Eng Siong Chng; Chao Zhang 031 (CoRR, 2024)

Enhancing Zero-shot Text-to-Speech Synthesis with Human Feedback. - Chen Chen 075; Yuchen Hu; Wen Wu 007; Helin Wang; Eng Siong Chng; Chao Zhang 031 (CoRR, 2024)

Robust Zero-Shot Text-to-Speech Synthesis with Reverse Inference Optimization. - Yuchen Hu; Chen Chen 075; Siyin Wang; Eng Siong Chng; Chao Zhang 031 (CoRR, 2024)

An Investigation on the Potential of KAN in Speech Enhancement. - Haoyang Li; Yuchen Hu; Chen Chen 075; Eng Siong Chng (CoRR, 2024)

Wav2code: Restore Clean Speech Representations via Codebook Lookup for Noise-Robust ASR. - Yuchen Hu; Chen Chen 075; Qiushi Zhu; Eng Siong Chng (IEEE ACM Trans. Audio Speech Lang. Process., 2024)

Beyond Output Matching: Bidirectional Alignment for Enhanced In-Context Learning. - Chengwei Qin; Wenhan Xia; Fangkai Jiao; Chen Chen 075; Yuchen Hu; Bosheng Ding; Ruirui Chen 002; Shafiq Joty (ACL (1), 2025)

SSR-Speech: Towards Stable, Safe and Robust Zero-shot Text-based Speech Editing and Synthesis. - Helin Wang; Meng Yu 003; Jiarui Hai; Chen Chen 075; Yuchen Hu; Rilin Chen; Najim Dehak; Dong Yu 001 (ICASSP, 2025)

Audio Large Language Models Can Be Descriptive Speech Quality Evaluators. - Chen Chen 075; Yuchen Hu; Siyin Wang; Helin Wang; Zhehuai Chen; Chao Zhang 031; Chao-Han Huck Yang; Eng Siong Chng (ICLR, 2025)

GenSE: Generative Speech Enhancement via Language Models using Hierarchical Modeling. - Jixun Yao; Hexin Liu; Chen Chen 075; Yuchen Hu; Eng Siong Chng; Lei Xie 001 (ICLR, 2025)

Efficient and Direct Duplex Modeling for Speech-to-Speech Language Model. - Ke Hu; Ehsan Hosseini-Asl; Chen Chen 075; Edresson Casanova; Subhankar Ghosh; Piotr Zelasko; Zhehuai Chen; Jason Li; Jagadeesh Balam; Boris Ginsburg (CoRR, 2025)

Attributing Response to Context: A Jensen-Shannon Divergence Driven Mechanistic Study of Context Attribution in Retrieval-Augmented Generation. - Ruizhe Li 001; Chen Chen 075; Yuchen Hu; Yanjun Gao; Xi Wang 012; Emine Yilmaz (CoRR, 2025)

SoloSpeech: Enhancing Intelligibility and Quality in Target Speech Extraction through a Cascaded Generative Pipeline. - Helin Wang; Jiarui Hai; Dongchao Yang; Chen Chen 075; Kai Li; Junyi Peng; Thomas Thebaud; Laureano Moro-Velázquez; Jesús Villalba 001; Najim Dehak (CoRR, 2025)