2026
CO-INITIALIZATION OF CONTROL FILTER AND SECONDARY PATH VIA META-LEARNING FOR ACTIVE NOISE CONTROL
ICASSP 2026poster
Active noise control (ANC) must adapt quickly when the acoustic environment changes, yet early performance is largely dictated by initialization. We address this with a Model-Agnostic Meta-Learning (MAML) co-initialization that jointly sets the control filter and the secondary-path model for FxLMS-b…