The CUHK Dysarthric Speech Recognition Systems for English and Cantonese. - Shoukang Hu; Shansong Liu; Heng Fai Chang; Mengzhe Geng; Jiani Chen; Lau Wing Chung; To Ka Hei; Jianwei Yu 001; Ka Ho Wong; Xunying Liu; Helen Meng (INTERSPEECH, 2019)

Investigation of Data Augmentation Techniques for Disordered Speech Recognition. - Mengzhe Geng; Xurong Xie; Shansong Liu; Jianwei Yu 001; Shoukang Hu; Xunying Liu; Helen Meng (INTERSPEECH, 2020)

Exploiting Cross-Domain Visual Feature Generation for Disordered Speech Recognition. - Shansong Liu; Xurong Xie; Jianwei Yu 001; Shoukang Hu; Mengzhe Geng; Rongfeng Su; Shi-Xiong Zhang 001; Xunying Liu; Helen Meng (INTERSPEECH, 2020)

Neural Architecture Search for Speech Recognition. - Shoukang Hu; Xurong Xie; Shansong Liu; Mengzhe Geng; Xunying Liu; Helen Meng (CoRR, 2020)

Neural Architecture Search for LF-MMI Trained Time Delay Neural Networks. - Shoukang Hu; Xurong Xie; Shansong Liu; Mingyu Cui; Mengzhe Geng; Xunying Liu; Helen Meng (ICASSP, 2021)

Bayesian Transformer Language Models for Speech Recognition. - Boyang Xue; Jianwei Yu 001; Junhao Xu; Shansong Liu; Shoukang Hu; Zi Ye 001; Mengzhe Geng; Xunying Liu; Helen Meng (ICASSP, 2021)

Development of the Cuhk Elderly Speech Recognition System for Neurocognitive Disorder Detection Using the Dementiabank Corpus. - Zi Ye 001; Shoukang Hu; Jinchao Li; Xurong Xie; Mengzhe Geng; Jianwei Yu 001; Junhao Xu; Boyang Xue; Shansong Liu; Xunying Liu; Helen Meng (ICASSP, 2021)

Bayesian Parametric and Architectural Domain Adaptation of LF-MMI Trained TDNNs for Elderly and Dysarthric Speech Recognition. - Jiajun Deng; Fabian Ritter Gutierrez; Shoukang Hu; Mengzhe Geng; Xurong Xie; Zi Ye 001; Shansong Liu; Jianwei Yu 001; Xunying Liu; Helen Meng (Interspeech, 2021)

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)

Bayesian Learning of LF-MMI Trained Time Delay Neural Networks for Speech Recognition. - Shoukang Hu; Xurong Xie; Shansong Liu; Jianwei Yu 001; Zi Ye 001; Mengzhe Geng; Xunying Liu; Helen Meng (IEEE ACM Trans. Audio Speech Lang. Process., 2021)

Recent Progress in the CUHK Dysarthric Speech Recognition System. - Shansong Liu; Mengzhe Geng; Shoukang Hu; Xurong Xie; Mingyu Cui; Jianwei Yu 001; Xunying Liu; Helen Meng (IEEE ACM Trans. Audio Speech Lang. Process., 2021)

Audio-Visual Multi-Channel Integration and Recognition of Overlapped Speech. - Jianwei Yu 001; Shi-Xiong Zhang 001; Bo Wu 011; Shansong Liu; Shoukang Hu; Mengzhe Geng; Xunying Liu; Helen Meng; Dong Yu 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2021)

Exploiting Cross Domain Acoustic-to-Articulatory Inverted Features for Disordered Speech Recognition. - Shujie Hu; Shansong Liu; Xurong Xie; Mengzhe Geng; Tianzi Wang; Shoukang Hu; Mingyu Cui; Xunying Liu; Helen Meng (ICASSP, 2022)

Two-pass Decoding and Cross-adaptation Based System Combination of End-to-end Conformer and Hybrid TDNN ASR Systems. - Mingyu Cui; Jiajun Deng; Shoukang Hu; Xurong Xie; Tianzi Wang; Shujie Hu; Mengzhe Geng; Boyang Xue; Xunying Liu; Helen Meng (INTERSPEECH, 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 (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)

On-the-fly Feature Based Speaker Adaptation for Dysarthric and Elderly Speech Recognition. - Mengzhe Geng; Xurong Xie; Rongfeng Su; Jianwei Yu 001; Zi Ye 001; Xunying Liu; Helen Meng (CoRR, 2022)

Exploiting Cross-domain And Cross-Lingual Ultrasound Tongue Imaging Features For Elderly And Dysarthric Speech Recognition. - Shujie Hu; Xurong Xie; Mengzhe Geng; Mingyu Cui; Jiajun Deng; Tianzi Wang; Xunying Liu; Helen Meng (CoRR, 2022)

Speaker Adaptation Using Spectro-Temporal Deep Features for Dysarthric and Elderly Speech Recognition. - Mengzhe Geng; Xurong Xie; Zi Ye 001; Tianzi Wang; Guinan Li; Shujie Hu; Xunying Liu; Helen Meng (IEEE ACM Trans. Audio Speech Lang. Process., 2022)

Neural Architecture Search for LF-MMI Trained Time Delay Neural Networks. - Shoukang Hu; Xurong Xie; Mingyu Cui; Jiajun Deng; Shansong Liu; Jianwei Yu 001; Mengzhe Geng; Xunying Liu; Helen Meng (IEEE ACM Trans. Audio Speech Lang. Process., 2022)

Bayesian Neural Network Language Modeling for Speech Recognition. - Boyang Xue; Shoukang Hu; Junhao Xu; Mengzhe Geng; Xunying Liu; Helen Meng (IEEE ACM Trans. Audio Speech Lang. Process., 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)

Exploiting Cross-Domain And Cross-Lingual Ultrasound Tongue Imaging Features For Elderly And Dysarthric Speech Recognition. - Shujie Hu; Xurong Xie; Mengzhe Geng; Mingyu Cui; Jiajun Deng; Guinan Li; Tianzi Wang; 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)

A Survey of Reasoning with Foundation Models. - Jiankai Sun; Chuanyang Zheng; Enze Xie; Zhengying Liu; Ruihang Chu; Jianing Qiu; Jiaqi Xu; Mingyu Ding; Hongyang Li 001; Mengzhe Geng; Yue Wu 002; Wenhai Wang; et al. (CoRR, 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)

An Initial Investigation of Language Adaptation for TTS Systems under Low-resource Scenarios. - Cheng Gong; Erica Cooper; Xin Wang 037; Chunyu Qiang; Mengzhe Geng; Dan Wells; Longbiao Wang; Jianwu Dang 001; Marc Tessier; Aidan Pine; Korin Richmond; Junichi Yamagishi (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)

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)

Towards Effective and Efficient Non-autoregressive Decoding Using Block-based Attention Mask. - Tianzi Wang; Xurong Xie; Zhaoqing Li; Shoukang Hu; Zengrui Jing; Jiajun Deng; Mingyu Cui; Shujie Hu; Mengzhe Geng; Guinan Li; Helen Meng; Xunying Liu (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)

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)

Phone-purity Guided Discrete Tokens for Dysarthric Speech Recognition. - Huimeng Wang; Xurong Xie; Mengzhe Geng; Shujie Hu; Haoning Xu; Youjun Chen; Zhaoqing Li; Jiajun Deng; Xunying Liu (ICASSP, 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 (ICASSP, 2025)

Exploring Generative Artificial Intelligence Techniques in Government: A Case Study. - Sunyi Liu; Mengzhe Geng; Rebecca Hart (IEEE Intell. Syst., 2025)

Exploring Generative AI Techniques in Government: A Case Study. - Sunyi Liu; Mengzhe Geng; Rebecca Hart (CoRR, 2025)

On-the-fly Routing for Zero-shot MoE Speaker Adaptation of Speech Foundation Models for Dysarthric Speech Recognition. - Shujie Hu; Xurong Xie; Mengzhe Geng; Jiajun Deng; Huimeng Wang; Guinan Li; Chengxi Deng; Tianzi Wang; Mingyu Cui; Helen Meng; Xunying Liu (CoRR, 2025)

Effective and Efficient One-pass Compression of Speech Foundation Models Using Sparsity-aware Self-pinching Gates. - Haoning Xu; Zhaoqing Li; Youjun Chen; Huimeng Wang; Guinan Li; Mengzhe Geng; Chengxi Deng; Xunying Liu (CoRR, 2025)

Towards LLM-Empowered Fine-Grained Speech Descriptors for Explainable Emotion Recognition. - Youjun Chen; Xurong Xie; Haoning Xu; Mengzhe Geng; Guinan Li; Chengxi Deng; Huimeng Wang; Shujie Hu; Xunying Liu (CoRR, 2025)

Regularized Federated Learning for Privacy-Preserving Dysarthric and Elderly Speech Recognition. - Tao Zhong; Mengzhe Geng; Shujie Hu; Guinan Li; Xunying Liu (CoRR, 2025)

Supporting SENCOTEN Language Documentation Efforts with Automatic Speech Recognition. - Mengzhe Geng; Patrick Littell; Aidan Pine; Penác; Marc Tessier; Roland Kuhn 001 (CoRR, 2025)

A Survey of Reasoning with Foundation Models: Concepts, Methodologies, and Outlook. - Jiankai Sun; Chuanyang Zheng; Enze Xie; Zhengying Liu; Ruihang Chu; Jianing Qiu; Jiaqi Xu; Mingyu Ding; Hongyang Li 001; Mengzhe Geng; Yue Wu 012; Wenhai Wang; et al. (ACM Comput. Surv., 2025)