Published multiple papers including 'Mind the Prompt: Prompting Strategies in Audio Generations for Improving Sound Classification' (ICASSP GenDA Workshop, 2025), 'CLAP4SED: Training-Free Multimodal Few-Shot Retrieval for Real-Time Sound Event Detection on Embedded Devices' (DCASE, 2024), etc.
Research Experience
Was a research intern at Adobe Research and Descript, and an applied scientist intern at Amazon Alexa. Worked in industry for several years building machine learning products before starting his PhD.
Education
PhD in Music Technology from New York University, advised by Dr. Juan Pablo Bello; MS in Electrical Engineering from the University of California, Los Angeles; BS from National Taiwan University.
Background
Research Interests: Multimodal Foundation Model, Machine Learning & Signal Processing, and Embodied AI. Currently a Sr. Research Scientist at Bosch Research.