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NablAFx: A Framework for Differentiable Black-box and Gray-box Modeling of Audio Effects
Marco Comunità, Christian J. Steinmetz, Joshua D. Reiss
We present NablAFx, an open-source framework developed to support research in differentiable black-box and gray-box modeling of audio effects. Built in PyTorch, NablAFx offers a ve…
cs.SD2025
Differentiable Black-box and Gray-box Modeling of Nonlinear Audio Effects
Marco Comunità, Christian J. Steinmetz, Joshua D. Reiss
Audio effects are extensively used at every stage of audio and music content creation. The majority of differentiable audio effects modeling approaches fall into the black-box or g…