Helen Meng

Chinese University of Hong Kong — China

Computer Science · Physical Sciences

46h-index9.5kcitations705works2.32yr avg
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Research Topics

Speech Recognition and Synthesis(429), Speech and Audio Processing(249), Natural Language Processing Techniques(195), Music and Audio Processing(188), Speech and dialogue systems(139)

Publications703 total

Can Large Language Models Be Query Optimizer for Relational Databases?
Proceedings of the ACM on Management of Data·2025· 1 cited
PerTTS: Personalized and Controllable Zero-Shot Spontaneous Style Text-to-Speech Synthesis
IEEE Transactions on Audio Speech and Language Processing·2025
ELEGANCE: Efficient LLM Guidance for Audio-Visual Target Speech Extraction
arXiv (Cornell University)·2025Open Access
Generate, Align and Predict (GAP): Detecting Neurocognitive Disorders via Cross-modal Consistency in Narratives
2025Open Access
Nested-Pipeline Delta-Stepping Scalable FPGA Accelerator for Parallel Single-Source Shortest Path with High-Level Synthesis
IEICE Transactions on Fundamentals of Electronics Communications and Computer Sciences·2025Open Access
Incorporating Linguistic Constraints from External Knowledge Source for Audio-Visual Target Speech Extraction
2025
On the Within-class Variation Issue in Alzheimer's Disease Detection
2025
Disentangling Speaker and Content in Pre-trained Speech Models with Latent Diffusion for Robust Speaker Verification
2025
On-the-fly Routing for Zero-shot MoE Speaker Adaptation of Speech Foundation Models for Dysarthric Speech Recognition
2025
Defending Unauthorized Voice Cloning with Watermark-Aware Codecs
2025
DiffDSR: Dysarthric Speech Reconstruction Using Latent Diffusion Model
2025
DualSpeechLM: Towards Unified Speech Understanding and Generation via Dual Speech Token Modeling with Large Language Models
arXiv (Cornell University)·2025Open Access
Identifying Secondary School Students' Patterns in Prompting Generative Artificial Intelligence in Ai Education
2025
MeMo: Attentional Momentum for Real-time Audio-visual Speaker Extraction under Impaired Visual Conditions
ArXiv.org·2025Open Access
Detecting Neurocognitive Disorders Through Analyses of Topic Evolution and Cross-Modal Consistency in Visual-Stimulated Narratives
IEEE Journal of Selected Topics in Signal Processing·2025Open Access
Guest Editorial: Modeling and Processing Language and Speech in Neurodegenerative Disorders
IEEE Journal of Selected Topics in Signal Processing·2025
UniSep: Universal Target Audio Separation with Language Models at Scale
2025
Naturalistic Language-related Movie-Watching fMRI Task for Detecting Neurocognitive Decline and Disorder
arXiv (Cornell University)·2025Open Access
MMSU: A Massive Multi-task Spoken Language Understanding and Reasoning Benchmark
arXiv (Cornell University)·2025Open Access
POS0575 GLUCOCORTICOIDS DISCONTINUATION IN PATIENTS WITH RHEUMATOID ARTHRITIS INITIATING BIOLOGICS OR TARGETED SYNTHETIC THERAPIES
Annals of the Rheumatic Diseases·2025Open Access
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Frequent Co-authors

Xunying Liu(13), Zhiyong Wu(11), Xixin Wu(8), Songxiang Liu(7), Jianwei Yu(7), Shiyin Kang(6), Xiaojun Qian(5), Lianhong Cai(5), Lifa Sun(4), Shoukang Hu(4), Shansong Liu(4), Kun Li(3), Xu Li(3), Haibin Wu(3), Hung-yi Lee(3), Dongyang Dai(3), Disong Wang(3), Jia Jia(3), Wai-Kit Lo(3), Runnan Li(3)