Wen Huang

I am a graduating Master's student at the Auditory Cognition and Computational Acoustics Laboratory (AudioCC Lab) @ Shanghai Jiao Tong University, advised by Prof. Yanmin Qian.

My current research focuses on bridging the generalization gap in speech and audio AI. I am particularly interested in exploring paradigms where generalization is defined not only by single-task robustness but also by versatility across complex, open-ended tasks.

Research Interests:

• Generalization & Robustness: Domain adaptation and generalization, self-supervised learning, data-centric AI, and foundation models.
• Speech & Audio Processing: Universal audio understanding and processing across a broad spectrum of tasks including synthesis, recognition, and analysis.
• Multimodal & Generative AI: Cross-modal reasoning and generative modeling involving audio, vision, and text.