Open-Amp generates synthetic guitar-effects training data from crowd-sourced neural amp captures, and models trained on this data transfer to real effects classification and unseen analog pedal emulation.
Modeling of an optocoupler-based audio dynamic range control circuit,
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Open-Amp: Synthetic Data Framework for Audio Effect Foundation Models
Open-Amp generates synthetic guitar-effects training data from crowd-sourced neural amp captures, and models trained on this data transfer to real effects classification and unseen analog pedal emulation.