Guinan Li

According to our database, Guinan Li authored at least 26 papers between 2017 and 2025.

Collaborative distances:

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

2025

Regularized Federated Learning for Privacy-Preserving Dysarthric and Elderly Speech Recognition.

Tao Zhong, Mengzhe Geng, Shujie Hu, Guinan Li, Xunying Liu

CoRR, June, 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, May, 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, May, 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, May, 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

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

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

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

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

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

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

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

2022

Speaker Adaptation Using Spectro-Temporal Deep Features for Dysarthric and Elderly Speech Recognition.

Mengzhe Geng, Xurong Xie, Zi Ye, Tianzi Wang, Guinan Li, Shujie Hu, Xunying Liu, Helen Meng

IEEE ACM Trans. Audio Speech Lang. Process., 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

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

Guinan Li, Jianwei Yu, Jiajun Deng, Xunying Liu, Helen Meng

Proceedings of the IEEE International Conference on Acoustics, 2022

2020

Evaluation of Energy Consumption and Delay in Different Modes of Data Aggregation for Wireless Sensor Networks.

Bushra Qayyum, Guinan Li, M. Kasil, Bushra Haq, Kamran Ali, Aboubaker Lasebae, Mohsin Raza, Btissam Er-Rahmadi

Proceedings of the 2020 International Conference on UK-China Emerging Technologies, 2020

2017

SAILoc: A novel acoustic single array system for indoor localization.

Guinan Li, Lei Zhang, Feng Lin, Minlin Chen, Zhi Wang

Proceedings of the 9th International Conference on Wireless Communications and Signal Processing, 2017