Direct design of biquad filter cascades with deep learning by sampling random polynomials

1 code implementation • 7 Oct 2021 • Joseph T. Colonel, Christian J. Steinmetz, Marcus Michelen, Joshua D. Reiss

In this work, we address some of these limitations by learning a direct mapping from the target magnitude response to the filter coefficient space with a neural network trained on millions of random filters.