TSchmitzULG/NeuralNetwork_Comparison

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TSchmitzULG/NeuralNetwork_Comparison

TSchmitzULG

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Different type of Neural-Networks for the emulation of the guitar chain

HKISS

Matlab toolbox for Hammerstein kernels identification

LSTM

Learn and emulate nonlinear audio systems in real-time

Jupyter Notebook

LSTMConv

Improve long short time memory neural-nework speed by dimensional reduction: a non linear emulation of a tubes amplifier in real-time application

Jupyter Notebook

Thesis

Code related to the PhD dissertation of Thomas Schmitz: Nonlinear modeling of the guitar chain enabling its real time emulation.

Jupyter Notebook

OHKISS

Matlab toolbox for optimized hammerstein kernels identification by sine sweep (Please switch to HKISS toolbox)

NL_Models_Comparison

Comparison of several nonlinear methods for the emulation of a tube amplifier