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Conference Papers

2025

Junan Li, Jinchao Li, Ka Ho Wong, Xixin Wu, Helen Meng. Generate, Align and Predict (GAP): Detecting Neurocognitive Disorders via Cross-modal Consistency in Narratives, MCHM25:the 2nd International Workshop on Multimedia Computing for Health and Medicine, 2025.
Jiawen Kang, Dongrui Han, Lingwei Meng, Jingyan Zhou, Jinchao Li, Xixin Wu, Helen Meng. ”On the Within-class Variation Issue in Alzheimer's Disease Detection”, Interspeech 2025, 17-21 August, Rotterdam, Netherlands
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, ISCA Interspeech2025, Rotterdam, The Netherlands.
Jiawen Kang, Lingwei Meng, Mingyu Cui, Yuejiao Wang, Xixin Wu, Xunying Liu, Helen Meng, “Disentangling Speakers in Multi-Talker Speech Recognition with Speaker-Aware CTC”, IEEE ICASSP 2025, Hyderabad, India, April 2025
Lingwei Meng, Shujie Hu, Jiawen Kang, Zhaoqing Li, Yuejiao Wang, Wenxuan Wu, Xixin Wu, Xunying Liu, Helen Meng, “Large Language Model Can Transcribe Speech in Multi-Talker Scenarios with Versatile Instructions”, IEEE ICASSP 2025, Hyderabad, India, April 2025
Zhe Li; Man-wai Mak; Mert Pilanci; Hung-yi Lee; Helen Meng, “Spectral-Aware Low-Rank Adaptation for Speaker Verification”, IEEE ICASSP 2025, Hyderabad, India, April 2025

2024

Jiawen Kang, Junan Li, Jinchao Li, Xixin Wu, Helen, Meng, “Not All Errors Are Equal Investigation of Speech Recognition Errors in Alzheimer’s Disease Detection”, ISCSLP 2024, Beijing, November 2024

Journal Papers

2025

Z. Li, M. -W. Mak, J. -T. Chien, M. Pilanci, Z. Jin and H. Meng, "Disentangling Speech Representations Learning With Latent Diffusion for Speaker Verification," in IEEE Transactions on Audio, Speech and Language Processing, vol. 33, pp. 3896-3907, 2025, doi: 10.1109/TASLPRO.2025.3610023.

2024

Xiaoquan Ke, Man-Wai Mak, Helen M. Meng, “Automatic Selection of Spoken Language Biomarkers for Dementia Detection”, in Neural Networks, vol. 129, Jan. 2024, pp. 191–204. (JCR Q1, IF: 9.7)
Sean Shensheng Xu, Xiaoquan Ke, Man-Wai Mak, Helen M. Meng, Timothy C.Y. Kwok, “Speaker-turn Aware Diarization for Speech-Based Cognitive Assessments”, in Frontiers in Neuroscience, Jan. 2024. (JCR Q2, IF: 5.2).
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