2026
INFER: Learning Implicit Neural Frequency Response Fields for Confined Acoustic Environments
ICML 2026poster
Neural acoustic fields often model time-domain impulse responses, which struggle to capture the frequency-selective wave behaviors that dominate confined, resonant environments. To address this, we propose INFER (Implicit Neural Frequency Response fields), a framework that directly learns continuous…