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FFT-based implementation for linear models #167

@sdatkinson

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@sdatkinson

Improve efficiency so that linear NAMs with longer receptive fields are feasible (e.g. delay/reverb models)

Implementation: possibly real-time convolution engine from https://www.cockos.com/wdl/ (if that's how ReaVerb is implemented--it seems to be quite performant).

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