38 citations · 90 across the 14 of their papers we have counts for
3 papers · 1 filter
Meta-Learning for Adaptive Filters with Higher-Order Frequency Dependencies
Junkai Wu, Jonah Casebeer, Nicholas J. Bryan +1
Adaptive filters are applicable to many signal processing tasks including acoustic echo cancellation, beamforming, and more. Adaptive filters are typically controlled using algorit…
Style Transfer of Audio Effects with Differentiable Signal Processing
Christian J. Steinmetz, Nicholas J. Bryan, Joshua D. Reiss
We present a framework that can impose the audio effects and production style from one recording to another by example with the goal of simplifying the audio production process. We…
Meta-AF: Meta-Learning for Adaptive Filters
Jonah Casebeer, Nicholas J. Bryan, Paris Smaragdis
Adaptive filtering algorithms are pervasive throughout signal processing and have had a material impact on a wide variety of domains including audio processing, telecommunications,…