2025
Formula-Supervised Sound Event Detection: Pre-Training Without Real Data
ICASSP 2025accepted
In this paper, we propose a novel formula-driven supervised learning (FDSL) framework for pre-training an environmental sound analysis model by leveraging acoustic signals parametrically synthesized through formula-driven methods. Specifically, we outline detailed procedures and evaluate their effec…