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Technical writing on neural amp modeling and tone preservation.

01ARCHITECTURE2026-03-15

Why Static Captures Are Not Enough

The parametric vs non-parametric distinction in neural amp modeling. Why 90,000 frozen snapshots are not the same as one Living Digital Twin.

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02RESEARCH2026-03-08

How We Model a Tube Amp — The Physics

Snake activations, dilated causal convolutions, and Feature-wise Linear Modulation. We don't hide the math. We use it as art.

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03HERITAGE2026-03-01

The Vault — Preserving Eastern European Rock History

Lukács Peta's collection of Iron Curtain tube amplifiers. Why these amps matter, and why we are digitally preserving them before the tubes burn out.

TONEKEEP.STUDIO

Living Digital Twins of Legendary Tube Amplifiers.

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© 2026 ToneKeep. tonekeep.studio

Made with physics and mild obsession.

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