Chen Chen

According to our database, Chen Chen authored at least 30 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

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

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, Eng Siong Chng, Chao-Han Huck Yang

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, Eng Siong Chng

CoRR, 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

CoRR, 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

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

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

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

Yuchen Hu, Nana Hou, Chen Chen, 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 Interspeech 2022, 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 Interspeech 2022, 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