Zengrui Jin

According to our database, Zengrui Jin authored at least 32 papers between 2021 and 2025.

Collaborative distances:

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

2025

Towards One-bit ASR: Extremely Low-bit Conformer Quantization Using Co-training and Stochastic Precision.

Zhaoqing Li, Haoning Xu, Zengrui Jin, Lingwei Meng, Tianzi Wang, Huimeng Wang, Youjun Chen, Mingyu Cui, Shujie Hu, Xunying Liu

CoRR, May, 2025

Unfolding A Few Structures for The Many: Memory-Efficient Compression of Conformer and Speech Foundation Models.

Zhaoqing Li, Haoning Xu, Xurong Xie, Zengrui Jin, Tianzi Wang, Xunying Liu

CoRR, May, 2025

CR-CTC: Consistency regularization on CTC for improved speech recognition.

Zengwei Yao, Wei Kang, Xiaoyu Yang, Fangjun Kuang, Liyong Guo, Han Zhu, Zengrui Jin, Zhaoqing Li, Long Lin, Daniel Povey

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Effective and Efficient Mixed Precision Quantization of Speech Foundation Models.

Haoning Xu, Zhaoqing Li, Zengrui Jin, Huimeng Wang, Youjun Chen, Guinan Li, Mengzhe Geng, Shujie Hu, Jiajun Deng, Xunying Liu

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

2024

Personalized Adversarial Data Augmentation for Dysarthric and Elderly Speech Recognition.

Zengrui Jin, Mengzhe Geng, Jiajun Deng, Tianzi Wang, Shujie Hu, Guinan Li, Xunying Liu

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

Self-Supervised ASR Models and Features for Dysarthric and Elderly Speech Recognition.

Shujie Hu, Xurong Xie, Mengzhe Geng, Zengrui Jin, Jiajun Deng, Guinan Li, Yi Wang, Mingyu Cui, Tianzi Wang, Helen Meng, Xunying Liu

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

Structured Speaker-Deficiency Adaptation of Foundation Models for Dysarthric and Elderly Speech Recognition.

Shujie Hu, Xurong Xie, Mengzhe Geng, Jiajun Deng, Zengrui Jin, Tianzi Wang, Mingyu Cui, Guinan Li, Zhaoqing Li, Helen Meng, Xunying Liu

CoRR, 2024

LibriheavyMix: A 20,000-Hour Dataset for Single-Channel Reverberant Multi-Talker Speech Separation, ASR and Speaker Diarization.

Zengrui Jin, Yifan Yang, Mohan Shi, Wei Kang, Xiaoyu Yang, Zengwei Yao, Fangjun Kuang, Liyong Guo, Lingwei Meng, Long Lin, Yong Xu, Shi-Xiong Zhang, Daniel Povey

CoRR, 2024

Homogeneous Speaker Features for On-the-Fly Dysarthric and Elderly Speaker Adaptation.

Mengzhe Geng, Xurong Xie, Jiajun Deng, Zengrui Jin, Guinan Li, Tianzi Wang, Shujie Hu, Zhaoqing Li, Helen Meng, Xunying Liu

CoRR, 2024

Advancing Multi-Talker ASR Performance With Large Language Models.

Mohan Shi, Zengrui Jin, Yaoxun Xu, Yong Xu, Shi-Xiong Zhang, Kun Wei, Yiwen Shao, Chunlei Zhang, Dong Yu

Proceedings of the IEEE Spoken Language Technology Workshop, 2024

Investigation of Cross Modality Feature Fusion for Audio-Visual Dysarthric Speech Assessment.

Yicong Jiang, Youjun Chen, Tianzi Wang, Zengrui Jin, Xurong Xie, Hui Chen, Xunying Liu, Feng Tian

Proceedings of the 14th IEEE International Symposium on Chinese Spoken Language Processing, 2024

Towards Effective and Efficient Non-autoregressive Decoding Using Block-based Attention Mask.

Tianzi Wang, Xurong Xie, Zhaoqing Li, Shoukang Hu, Zengrui Jin, Jiajun Deng, Mingyu Cui, Shujie Hu, Mengzhe Geng, Guinan Li, Helen Meng, Xunying Liu

Proceedings of the 25th Annual Conference of the International Speech Communication Association, 2024

Empowering Whisper as a Joint Multi-Talker and Target-Talker Speech Recognition System.

Lingwei Meng, Jiawen Kang, Yuejiao Wang, Zengrui Jin, Xixin Wu, Xunying Liu, Helen Meng

Proceedings of the 25th Annual Conference of the International Speech Communication Association, 2024

One-pass Multiple Conformer and Foundation Speech Systems Compression and Quantization Using An All-in-one Neural Model.

Zhaoqing Li, Haoning Xu, Tianzi Wang, Shoukang Hu, Zengrui Jin, Shujie Hu, Jiajun Deng, Mingyu Cui, Mengzhe Geng, Xunying Liu

Proceedings of the 25th Annual Conference of the International Speech Communication Association, 2024

Joint Speaker Features Learning for Audio-visual Multichannel Speech Separation and Recognition.

Guinan Li, Jiajun Deng, Youjun Chen, Mengzhe Geng, Shujie Hu, Zhe Li, Zengrui Jin, Tianzi Wang, Xurong Xie, Helen Meng, Xunying Liu

Proceedings of the 25th Annual Conference of the International Speech Communication Association, 2024

LibriheavyMix: A 20, 000-Hour Dataset for Single-Channel Reverberant Multi-Talker Speech Separation, ASR and Speaker Diarization.

Zengrui Jin, Yifan Yang, Mohan Shi, Wei Kang, Xiaoyu Yang, Zengwei Yao, Fangjun Kuang, Liyong Guo, Lingwei Meng, Long Lin, Yong Xu, Shi-Xiong Zhang, Daniel Povey

Proceedings of the 25th Annual Conference of the International Speech Communication Association, 2024

Zipformer: A faster and better encoder for automatic speech recognition.

Zengwei Yao, Liyong Guo, Xiaoyu Yang, Wei Kang, Fangjun Kuang, Yifan Yang, Zengrui Jin, Long Lin, Daniel Povey

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Enhancing Pre-Trained ASR System Fine-Tuning for Dysarthric Speech Recognition Using Adversarial Data Augmentation.

Huimeng Wang, Zengrui Jin, Mengzhe Geng, Shujie Hu, Guinan Li, Tianzi Wang, Haoning Xu, Xunying Liu

Proceedings of the IEEE International Conference on Acoustics, 2024

Towards Automatic Data Augmentation for Disordered Speech Recognition.

Zengrui Jin, Xurong Xie, Tianzi Wang, Mengzhe Geng, Jiajun Deng, Guinan Li, Shujie Hu, Xunying Liu

Proceedings of the IEEE International Conference on Acoustics, 2024

Towards High-Performance and Low-Latency Feature-Based Speaker Adaptation of Conformer Speech Recognition Systems.

Jiajun Deng, Xurong Xie, Guinan Li, Mingyu Cui, Mengzhe Geng, Zengrui Jin, Tianzi Wang, Shujie Hu, Zhaoqing Li, Xunying Liu

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

Audio-Visual End-to-End Multi-Channel Speech Separation, Dereverberation and Recognition.

Guinan Li, Jiajun Deng, Mengzhe Geng, Zengrui Jin, Tianzi Wang, Shujie Hu, Mingyu Cui, Helen Meng, Xunying Liu

IEEE ACM Trans. Audio Speech Lang. Process., 2023

Confidence Score Based Speaker Adaptation of Conformer Speech Recognition Systems.

Jiajun Deng, Xurong Xie, Tianzi Wang, Mingyu Cui, Boyang Xue, Zengrui Jin, Guinan Li, Shujie Hu, Xunying Liu

IEEE ACM Trans. Audio Speech Lang. Process., 2023

Hyper-parameter Adaptation of Conformer ASR Systems for Elderly and Dysarthric Speech Recognition.

Tianzi Wang, Shoukang Hu, Jiajun Deng, Zengrui Jin, Mengzhe Geng, Yi Wang, Helen Meng, Xunying Liu

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

On-the-Fly Feature Based Rapid Speaker Adaptation for Dysarthric and Elderly Speech Recognition.

Mengzhe Geng, Xurong Xie, Rongfeng Su, Jianwei Yu, Zengrui Jin, Tianzi Wang, Shujie Hu, Zi Ye, Helen Meng, Xunying Liu

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

Use of Speech Impairment Severity for Dysarthric Speech Recognition.

Mengzhe Geng, Zengrui Jin, Tianzi Wang, Shujie Hu, Jiajun Deng, Mingyu Cui, Guinan Li, Jianwei Yu, Xurong Xie, Xunying Liu

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

Factorised Speaker-environment Adaptive Training of Conformer Speech Recognition Systems.

Jiajun Deng, Guinan Li, Xurong Xie, Zengrui Jin, Mingyu Cui, Tianzi Wang, Shujie Hu, Mengzhe Geng, Xunying Liu

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

Adversarial Data Augmentation Using VAE-GAN for Disordered Speech Recognition.

Zengrui Jin, Xurong Xie, Mengzhe Geng, Tianzi Wang, Shujie Hu, Jiajun Deng, Guinan Li, Xunying Liu

Proceedings of the IEEE International Conference on Acoustics, 2023

Exploring Self-Supervised Pre-Trained ASR Models for Dysarthric and Elderly Speech Recognition.

Shujie Hu, Xurong Xie, Zengrui Jin, Mengzhe Geng, Yi Wang, Mingyu Cui, Jiajun Deng, Xunying Liu, Helen Meng

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Conformer Based Elderly Speech Recognition System for Alzheimer's Disease Detection.

Tianzi Wang, Jiajun Deng, Mengzhe Geng, Zi Ye, Shoukang Hu, Yi Wang, Mingyu Cui, Zengrui Jin, Xunying Liu, Helen Meng

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

Confidence Score Based Conformer Speaker Adaptation for Speech Recognition.

Jiajun Deng, Xurong Xie, Tianzi Wang, Mingyu Cui, Boyang Xue, Zengrui Jin, Mengzhe Geng, Guinan Li, Xunying Liu, Helen Meng

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

2021

Adversarial Data Augmentation for Disordered Speech Recognition.

Zengrui Jin, Mengzhe Geng, Xurong Xie, Jianwei Yu, Shansong Liu, Xunying Liu, Helen Meng

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

Spectro-Temporal Deep Features for Disordered Speech Assessment and Recognition.

Mengzhe Geng, Shansong Liu, Jianwei Yu, Xurong Xie, Shoukang Hu, Zi Ye, Zengrui Jin, Xunying Liu, Helen Meng

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021