Showing cs.LGShow all
2 papers · 1 filter
cs.LG2025
Parametric Neural Amp Modeling with Active Learning
Florian Grötschla, Longxiang Jiao, Luca A. Lanzendörfer +1
We introduce Panama, an active learning framework to train parametric guitar amp models end-to-end using a combination of an LSTM model and a WaveNet-like architecture. With \model…
cs.LG2025
Parametric Neural Amp Modeling with Active Learning
Florian Grötschla, Luca A. Lanzendörfer, Longxiang Jiao +1
We introduce PANAMA, an active learning framework for the training of end-to-end parametric guitar amp models using a WaveNet-like architecture. With \model, one can create a virtu…