Chen Chen

According to our database, Chen Chen authored at least 43 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Wav2code: Restore Clean Speech Representations via Codebook Lookup for Noise-Robust ASR.

Yuchen Hu, Chen Chen, Qiushi Zhu, Eng Siong Chng

IEEE ACM Trans. Audio Speech Lang. Process., 2024

An Investigation on the Potential of KAN in Speech Enhancement.

Haoyang Li, Yuchen Hu, Chen Chen, Eng Siong Chng

CoRR, 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, Yuanchao Li, Zhehuai Chen, Yen-Ting Lin, Chen Chen, Yuchen Hu, Kunal Dhawan, Piotr Zelasko, Chao Zhang, Yun-Nung Chen, Yu Tsao, Jagadeesh Balam, Boris Ginsburg, Sabato Marco Siniscalchi, Eng Siong Chng, Peter Bell, Catherine Lai, Shinji Watanabe, Andreas Stolcke

CoRR, 2024

Robust Zero-Shot Text-to-Speech Synthesis with Reverse Inference Optimization.

Yuchen Hu, Chen Chen, Siyin Wang, Eng Siong Chng, Chao Zhang

CoRR, 2024

Enhancing Zero-shot Text-to-Speech Synthesis with Human Feedback.

Chen Chen, Yuchen Hu, Wen Wu, Helin Wang, Eng Siong Chng, Chao Zhang

CoRR, 2024

Self-Taught Recognizer: Toward Unsupervised Adaptation for Speech Foundation Models.

Yuchen Hu, Chen Chen, Chao-Han Huck Yang, Chengwei Qin, Pin-Yu Chen, Eng Siong Chng, Chao Zhang

CoRR, 2024

Listen Again and Choose the Right Answer: A New Paradigm for Automatic Speech Recognition with Large Language Models.

Yuchen Hu, Chen Chen, Chengwei Qin, Qiushi Zhu, Eng Siong Chng, Ruizhe Li

CoRR, 2024

GenTranslate: Large Language Models are Generative Multilingual Speech and Machine Translators.

Yuchen Hu, Chen Chen, Chao-Han Huck Yang, Ruizhe Li, Dong Zhang, Zhehuai Chen, Eng Siong Chng

CoRR, 2024

Large Language Models are Efficient Learners of Noise-Robust Speech Recognition.

Yuchen Hu, Chen Chen, Chao-Han Huck Yang, Ruizhe Li, Chao Zhang, Pin-Yu Chen, Engsiong Chng

Proceedings of the Twelfth International Conference on Learning Representations, 2024

It's Never Too Late: Fusing Acoustic Information into Large Language Models for Automatic Speech Recognition.

Chen Chen, Ruizhe Li, Yuchen Hu, Sabato Marco Siniscalchi, Pin-Yu Chen, Engsiong Chng, Chao-Han Huck Yang

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Cross-Modality and Within-Modality Regularization for Audio-Visual Deepfake Detection.

Heqing Zou, Meng Shen, Yuchen Hu, Chen Chen, Eng Siong Chng, Deepu Rajan

Proceedings of the IEEE International Conference on Acoustics, 2024

Noise-Aware Speech Separation with Contrastive Learning.

Zizheng Zhang, Chen Chen, Hsin-Hung Chen, Xiang Liu, Yuchen Hu, Eng Siong Chng

Proceedings of the IEEE International Conference on Acoustics, 2024

In-Context Learning with Iterative Demonstration Selection.

Chengwei Qin, Aston Zhang, Chen Chen, Anirudh Dagar, Wenming Ye

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

GenTranslate: Large Language Models are Generative Multilingual Speech and Machine Translators.

Yuchen Hu, Chen Chen, Chao-Han Huck Yang, Ruizhe Li, Dong Zhang, Zhehuai Chen, EngSiong Chng

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

Listen Again and Choose the Right Answer: A New Paradigm for Automatic Speech Recognition with Large Language Models.

Yuchen Hu, Chen Chen, Chengwei Qin, Qiushi Zhu, EngSiong Chng, Ruizhe Li

Proceedings of the Findings of the Association for Computational Linguistics, 2024

Overcoming Catastrophic Forgetting by Exemplar Selection in Task-oriented Dialogue System.

Chen Chen, Ruizhe Li, Yuchen Hu, Yuanyuan Chen, Chengwei Qin, Qiang Zhang

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

Generative error correction for code-switching speech recognition using large language models.

Chen Chen, Yuchen Hu, Chao-Han Huck Yang, Hexin Liu, Sabato Marco Siniscalchi, Eng Siong Chng

CoRR, 2023

Noise-aware Speech Enhancement using Diffusion Probabilistic Model.

Yuchen Hu, Chen Chen, Ruizhe Li, Qiushi Zhu, Eng Siong Chng

CoRR, 2023

A Neural State-Space Model Approach to Efficient Speech Separation.

Chen Chen, Chao-Han Huck Yang, Kai Li, Yuchen Hu, Pin-Jui Ku, Eng Siong Chng

CoRR, 2023

Study of GANs for Noisy Speech Simulation from Clean Speech.

Leander Melroy Maben, Zixun Guo, Chen Chen, Utkarsh Chudiwal, Chng Eng Siong

CoRR, 2023

Noise-aware Speech Separation with Contrastive Learning.

Zizheng Zhang, Chen Chen, Xiang Liu, Yuchen Hu, Eng Siong Chng

CoRR, 2023

HyPoradise: An Open Baseline for Generative Speech Recognition with Large Language Models.

Chen Chen, Yuchen Hu, Chao-Han Huck Yang, Sabato Marco Siniscalchi, Pin-Yu Chen, Chng Eng Siong

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Dual-Path Style Learning for End-to-End Noise-Robust Speech Recognition.

Yuchen Hu, Nana Hou, Chen Chen, Eng Siong Chng

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

A Neural State-Space Modeling Approach to Efficient Speech Separation.

Chen Chen, Chao-Han Huck Yang, Kai Li, Yuchen Hu, Pin-Jui Ku, Eng Siong Chng

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Cross-Modal Global Interaction and Local Alignment for Audio-Visual Speech Recognition.

Yuchen Hu, Ruizhe Li, Chen Chen, Heqing Zou, Qiushi Zhu, Eng Siong Chng

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Unifying Speech Enhancement and Separation with Gradient Modulation for End-to-End Noise-Robust Speech Separation.

Yuchen Hu, Chen Chen, Heqing Zou, Xionghu Zhong, Eng Siong Chng

Proceedings of the IEEE International Conference on Acoustics, 2023

Gradient Remedy for Multi-Task Learning in End-to-End Noise-Robust Speech Recognition.

Yuchen Hu, Chen Chen, Ruizhe Li, Qiushi Zhu, Eng Siong Chng

Proceedings of the IEEE International Conference on Acoustics, 2023

Unsupervised Noise Adaptation Using Data Simulation.

Chen Chen, Yuchen Hu, Heqing Zou, Linhui Sun, Eng Siong Chng

Proceedings of the IEEE International Conference on Acoustics, 2023

Metric-Oriented Speech Enhancement Using Diffusion Probabilistic Model.

Chen Chen, Yuchen Hu, Weiwei Weng, Eng Siong Chng

Proceedings of the IEEE International Conference on Acoustics, 2023

Lifelong Sequence Generation with Dynamic Module Expansion and Adaptation.

Chengwei Qin, Chen Chen, Shafiq Joty

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Study of Generative Adversarial Networks for Noisy Speech Simulation from Clean Speech.

Leander Melroy Maben, Zixun Guo, Chen Chen, Utkarsh Chudiwal, Chng Eng Siong

Proceedings of the Asia Pacific Signal and Information Processing Association Annual Summit and Conference, 2023

UniS-MMC: Multimodal Classification via Unimodality-supervised Multimodal Contrastive Learning.

Heqing Zou, Meng Shen, Chen Chen, Yuchen Hu, Deepu Rajan, Eng Siong Chng

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Hearing Lips in Noise: Universal Viseme-Phoneme Mapping and Transfer for Robust Audio-Visual Speech Recognition.

Yuchen Hu, Ruizhe Li, Chen Chen, Chengwei Qin, Qiu-Shi Zhu, Eng Siong Chng

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

MIR-GAN: Refining Frame-Level Modality-Invariant Representations with Adversarial Network for Audio-Visual Speech Recognition.

Yuchen Hu, Chen Chen, Ruizhe Li, Heqing Zou, Eng Siong Chng

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Leveraging Modality-Specific Representations for Audio-Visual Speech Recognition via Reinforcement Learning.

Chen Chen, Yuchen Hu, Qiang Zhang, Heqing Zou, Beier Zhu, Eng Siong Chng

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Interactive Audio-text Representation for Automated Audio Captioning with Contrastive Learning.

Chen Chen, Nana Hou, Yuchen Hu, Heqing Zou, Xiaofeng Qi, Eng Siong Chng

CoRR, 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, Eng Siong Chng

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

Interactive Auido-text Representation for Automated Audio Captioning with Contrastive Learning.

Chen Chen, Nana Hou, Yuchen Hu, Heqing Zou, Xiaofeng Qi, Eng Siong Chng

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

Speech Emotion Recognition with Co-Attention Based Multi-Level Acoustic Information.

Heqing Zou, Yuke Si, Chen Chen, Deepu Rajan, Eng Siong Chng

Proceedings of the IEEE International Conference on Acoustics, 2022

Interactive Feature Fusion for End-to-End Noise-Robust Speech Recognition.

Yuchen Hu, Nana Hou, Chen Chen, Eng Siong Chng

Proceedings of the IEEE International Conference on Acoustics, 2022

Noise-Robust Speech Recognition With 10 Minutes Unparalleled In-Domain Data.

Chen Chen, Nana Hou, Yuchen Hu, Shashank Shirol, Eng Siong Chng

Proceedings of the IEEE International Conference on Acoustics, 2022

Self-Critical Sequence Training for Automatic Speech Recognition.

Chen Chen, Yuchen Hu, Nana Hou, Xiaofeng Qi, Heqing Zou, Eng Siong Chng

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

Time Domain Speech Enhancement With Attentive Multi-scale Approach.

Chen Chen, Nana Hou, Duo Ma, Eng Siong Chng

Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2021