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Co-Initialization of Control Filter and Secondary Path via Meta-Learning for Active Noise Control

Yang, Ziyi et al.
arXiv (All) · Papers
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audio-and-speech-processingmachine-learningsignal-processing
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
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