Spectro-Temporal Deep Features for Disordered Speech Assessment and Recognition. - Mengzhe Geng; Shansong Liu; Jianwei Yu 001; Xurong Xie; Shoukang Hu; Zi Ye 001; Zengrui Jin; Xunying Liu; Helen Meng (Interspeech, 2021)

Adversarial Data Augmentation for Disordered Speech Recognition. - Zengrui Jin; Mengzhe Geng; Xurong Xie; Jianwei Yu 001; Shansong Liu; Xunying Liu; Helen Meng (Interspeech, 2021)

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 (INTERSPEECH, 2022)

Conformer Based Elderly Speech Recognition System for Alzheimer's Disease Detection. - Tianzi Wang; Jiajun Deng; Mengzhe Geng; Zi Ye 001; Shoukang Hu; Yi Wang; Mingyu Cui; Zengrui Jin; Xunying Liu; Helen Meng (INTERSPEECH, 2022)

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 (ICASSP, 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 (ICASSP, 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 (INTERSPEECH, 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 001; Xurong Xie; Xunying Liu (INTERSPEECH, 2023)

On-the-Fly Feature Based Rapid Speaker Adaptation for Dysarthric and Elderly Speech Recognition. - Mengzhe Geng; Xurong Xie; Rongfeng Su; Jianwei Yu 001; Zengrui Jin; Tianzi Wang; Shujie Hu; Zi Ye 001; Helen Meng; Xunying Liu (INTERSPEECH, 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 (INTERSPEECH, 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)

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)

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 (ICASSP, 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 (ICASSP, 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 (ICASSP, 2024)

Zipformer: A faster and better encoder for automatic speech recognition. - Zengwei Yao; Liyong Guo; Xiaoyu Yang 005; Wei Kang 006; Fangjun Kuang; Yifan Yang 005; Zengrui Jin; Long Lin; Daniel Povey (ICLR, 2024)

LibriheavyMix: A 20, 000-Hour Dataset for Single-Channel Reverberant Multi-Talker Speech Separation, ASR and Speaker Diarization. - Zengrui Jin; Yifan Yang 005; Mohan Shi; Wei Kang 006; Xiaoyu Yang 005; Zengwei Yao; Fangjun Kuang; Liyong Guo; Lingwei Meng; Long Lin; Yong Xu 004; Shi-Xiong Zhang 001; et al. (INTERSPEECH, 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 030; Zengrui Jin; Tianzi Wang; Xurong Xie; Helen Meng; Xunying Liu (INTERSPEECH, 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 (INTERSPEECH, 2024)

Empowering Whisper as a Joint Multi-Talker and Target-Talker Speech Recognition System. - Lingwei Meng; Jiawen Kang 002; Yuejiao Wang; Zengrui Jin; Xixin Wu; Xunying Liu; Helen Meng (INTERSPEECH, 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 (INTERSPEECH, 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 020; Xunying Liu; Feng Tian 001 (ISCSLP, 2024)

Advancing Multi-Talker ASR Performance With Large Language Models. - Mohan Shi; Zengrui Jin; Yaoxun Xu; Yong Xu 004; Shi-Xiong Zhang 001; Kun Wei; Yiwen Shao; Chunlei Zhang; Dong Yu 001 (SLT, 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)

LibriheavyMix: A 20,000-Hour Dataset for Single-Channel Reverberant Multi-Talker Speech Separation, ASR and Speaker Diarization. - Zengrui Jin; Yifan Yang 005; Mohan Shi; Wei Kang 006; Xiaoyu Yang 005; Zengwei Yao; Fangjun Kuang; Liyong Guo; Lingwei Meng; Long Lin; Yong Xu 004; Shi-Xiong Zhang 001; et al. (CoRR, 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)

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)

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)

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 (ICASSP, 2025)

CR-CTC: Consistency regularization on CTC for improved speech recognition. - Zengwei Yao; Wei Kang 006; Xiaoyu Yang 005; Fangjun Kuang; Liyong Guo; Han Zhu 004; Zengrui Jin; Zhaoqing Li; Long Lin; Daniel Povey (ICLR, 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, 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, 2025)