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)

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)

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)

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)

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)