This repository contains supporting materials like starter code and further reading for my poster at Audio Developer Conference 2024. Link to Poster PDF
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For a more detailed dive into AI plugins, I recommend Matthew Yee-King's book Build AI-enhanced Audio Plugins.
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Early work by Alec Wright is a good introduction to neural audio effects (NAFx). His doctoral thesis, alongwith seven early papers on amplifier and effect emulation with deep learning, are available here: Neural Modelling of Audio Effects.
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Lecture by Christian Steinmetz from Queen Mary University of London (QMUL) on Neural Audio Effects: YouTube
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Steven Atkinson's Neural Amp Modeller is an open-source project that uses deep learning to create models of guitar amplifiers and pedals. Link to Website