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Publications
- 2025
[i32]Shujie Hu, Xurong Xie, Mengzhe Geng, Jiajun Deng, Huimeng Wang, Guinan Li, Chengxi Deng, Tianzi Wang, Mingyu Cui, Helen Meng, Xunying Liu:
On-the-fly Routing for Zero-shot MoE Speaker Adaptation of Speech Foundation Models for Dysarthric Speech Recognition. CoRR abs/2505.22072 (2025)- [i31]Youjun Chen, Xurong Xie, Haoning Xu, Mengzhe Geng, Guinan Li, Chengxi Deng, Huimeng Wang, Shujie Hu, Xunying Liu:
Towards LLM-Empowered Fine-Grained Speech Descriptors for Explainable Emotion Recognition. CoRR abs/2505.23236 (2025) - 2024
- [j9]Shujie Hu
, Xurong Xie, Mengzhe Geng, Zengrui Jin, Jiajun Deng, Guinan Li, Yi Wang, Mingyu Cui, Tianzi Wang, Helen Meng, Xunying Liu:
Self-Supervised ASR Models and Features for Dysarthric and Elderly Speech Recognition. IEEE ACM Trans. Audio Speech Lang. Process. 32: 3561-3575 (2024) - [c42]Zengrui Jin, Xurong Xie, Tianzi Wang, Mengzhe Geng, Jiajun Deng, Guinan Li, Shujie Hu, Xunying Liu:
Towards Automatic Data Augmentation for Disordered Speech Recognition. ICASSP 2024: 10626-10630 - [c41]Jiajun Deng, Xurong Xie, Guinan Li, Mingyu Cui, Mengzhe Geng, Zengrui Jin, Tianzi Wang, Shujie Hu, Zhaoqing Li, Xunying Liu:
Towards High-Performance and Low-Latency Feature-Based Speaker Adaptation of Conformer Speech Recognition Systems. ICASSP 2024: 10976-10980 - [c39]Guinan Li, Jiajun Deng, Youjun Chen, Mengzhe Geng, Shujie Hu, Zhe Li, Zengrui Jin, Tianzi Wang, Xurong Xie, Helen Meng, Xunying Liu:
Joint Speaker Features Learning for Audio-visual Multichannel Speech Separation and Recognition. INTERSPEECH 2024 - [c38]Tianzi Wang, Xurong Xie, Zhaoqing Li, Shoukang Hu, Zengrui Jin, Jiajun Deng, Mingyu Cui, Shujie Hu, Mengzhe Geng, Guinan Li, Helen Meng, Xunying Liu:
Towards Effective and Efficient Non-autoregressive Decoding Using Block-based Attention Mask. INTERSPEECH 2024 - [i28]Tianzi Wang, Xurong Xie, Zhaoqing Li, Shoukang Hu, Zengrui Jing, Jiajun Deng, Mingyu Cui, Shujie Hu, Mengzhe Geng, Guinan Li, Helen Meng, Xunying Liu:
Towards Effective and Efficient Non-autoregressive Decoding Using Block-based Attention Mask. CoRR abs/2406.10034 (2024) - [i27]Guinan Li, Jiajun Deng, Youjun Chen, Mengzhe Geng, Shujie Hu, Zhe Li, Zengrui Jin, Tianzi Wang, Xurong Xie, Helen Meng, Xunying Liu:
Joint Speaker Features Learning for Audio-visual Multichannel Speech Separation and Recognition. CoRR abs/2406.10152 (2024) - [i26]Mengzhe Geng, Xurong Xie, Jiajun Deng, Zengrui Jin, Guinan Li, Tianzi Wang, Shujie Hu, Zhaoqing Li, Helen Meng, Xunying Liu:
Homogeneous Speaker Features for On-the-Fly Dysarthric and Elderly Speaker Adaptation. CoRR abs/2407.06310 (2024) - [i25]Shujie Hu, Xurong Xie, Mengzhe Geng, Zengrui Jin, Jiajun Deng, Guinan Li, Yi Wang, Mingyu Cui, Tianzi Wang, Helen Meng, Xunying Liu:
Self-supervised ASR Models and Features For Dysarthric and Elderly Speech Recognition. CoRR abs/2407.13782 (2024) - [i23]Shujie Hu, Xurong Xie, Mengzhe Geng, Jiajun Deng, Zengrui Jin, Tianzi Wang, Mingyu Cui, Guinan Li, Zhaoqing Li, Helen Meng, Xunying Liu:
Structured Speaker-Deficiency Adaptation of Foundation Models for Dysarthric and Elderly Speech Recognition. CoRR abs/2412.18832 (2024) - 2023
- [j6]Jiajun Deng, Xurong Xie, Tianzi Wang, Mingyu Cui, Boyang Xue, Zengrui Jin, Guinan Li, Shujie Hu, Xunying Liu:
Confidence Score Based Speaker Adaptation of Conformer Speech Recognition Systems. IEEE ACM Trans. Audio Speech Lang. Process. 31: 1175-1190 (2023) - [c32]Zengrui Jin, Xurong Xie, Mengzhe Geng, Tianzi Wang, Shujie Hu, Jiajun Deng, Guinan Li, Xunying Liu:
Adversarial Data Augmentation Using VAE-GAN for Disordered Speech Recognition. ICASSP 2023: 1-5 - [c29]Shujie Hu, Xurong Xie, Mengzhe Geng, Mingyu Cui, Jiajun Deng, Guinan Li, Tianzi Wang, Helen Meng, Xunying Liu:
Exploiting Cross-Domain And Cross-Lingual Ultrasound Tongue Imaging Features For Elderly And Dysarthric Speech Recognition. INTERSPEECH 2023: 2313-2317 - [c28]Mengzhe Geng, Zengrui Jin, Tianzi Wang, Shujie Hu, Jiajun Deng, Mingyu Cui, Guinan Li, Jianwei Yu, Xurong Xie, Xunying Liu:
Use of Speech Impairment Severity for Dysarthric Speech Recognition. INTERSPEECH 2023: 2328-2332 - [c27]Jiajun Deng, Guinan Li, Xurong Xie, Zengrui Jin, Mingyu Cui, Tianzi Wang, Shujie Hu, Mengzhe Geng, Xunying Liu:
Factorised Speaker-environment Adaptive Training of Conformer Speech Recognition Systems. INTERSPEECH 2023: 3342-3346 - [i22]Jiajun Deng, Xurong Xie, Tianzi Wang, Mingyu Cui, Boyang Xue, Zengrui Jin, Guinan Li, Shujie Hu, Xunying Liu:
Confidence Score Based Speaker Adaptation of Conformer Speech Recognition Systems. CoRR abs/2302.07521 (2023) - [i20]Mengzhe Geng, Zengrui Jin, Tianzi Wang, Shujie Hu, Jiajun Deng, Mingyu Cui, Guinan Li, Jianwei Yu, Xurong Xie, Xunying Liu:
Use of Speech Impairment Severity for Dysarthric Speech Recognition. CoRR abs/2305.10659 (2023) - [i19]Jiajun Deng, Guinan Li, Xurong Xie, Zengrui Jin, Mingyu Cui, Tianzi Wang, Shujie Hu, Mengzhe Geng, Xunying Liu:
Factorised Speaker-environment Adaptive Training of Conformer Speech Recognition Systems. CoRR abs/2306.14608 (2023) - [i18]Zengrui Jin, Xurong Xie, Tianzi Wang, Mengzhe Geng, Jiajun Deng, Guinan Li, Shujie Hu, Xunying Liu:
Towards Automatic Data Augmentation for Disordered Speech Recognition. CoRR abs/2312.08641 (2023) - 2022
- [j4]Mengzhe Geng, Xurong Xie, Zi Ye, Tianzi Wang, Guinan Li, Shujie Hu, Xunying Liu, Helen Meng:
Speaker Adaptation Using Spectro-Temporal Deep Features for Dysarthric and Elderly Speech Recognition. IEEE ACM Trans. Audio Speech Lang. Process. 30: 2597-2611 (2022) - [c24]Jiajun Deng, Xurong Xie, Tianzi Wang, Mingyu Cui, Boyang Xue, Zengrui Jin, Mengzhe Geng, Guinan Li, Xunying Liu, Helen Meng:
Confidence Score Based Conformer Speaker Adaptation for Speech Recognition. INTERSPEECH 2022: 2623-2627 - [i11]Mengzhe Geng, Xurong Xie, Zi Ye, Tianzi Wang, Guinan Li, Shujie Hu, Xunying Liu, Helen Meng:
Speaker Adaptation Using Spectro-Temporal Deep Features for Dysarthric and Elderly Speech Recognition. CoRR abs/2202.10290 (2022) - [i6]Jiajun Deng, Xurong Xie, Tianzi Wang, Mingyu Cui, Boyang Xue, Zengrui Jin, Mengzhe Geng, Guinan Li, Xunying Liu, Helen Meng:
Confidence Score Based Conformer Speaker Adaptation for Speech Recognition. CoRR abs/2206.12045 (2022) - [i5]Zengrui Jin, Xurong Xie, Mengzhe Geng, Tianzi Wang, Shujie Hu, Jiajun Deng, Guinan Li, Xunying Liu:
Adversarial Data Augmentation Using VAE-GAN for Disordered Speech Recognition. CoRR abs/2211.01646 (2022)
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