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Config.py
Evaluate.py
Layers.py
Models.py
README.md
Utils.py
UtilsModulationMetric.py
main.py

README.md

Deep learning for black-box modeling of audio effects - source code

Python packages:

numpy==1.16.1
scipy==1.2.0
sacred==0.7.7
tensorflow-gpu==1.11.0
keras==2.2.4
librosa==0.6.0
sklearn==0.20.2
brian==1.4.4
json==2.0.9

Training and evaluation of models

python main.py with model_type='CAFx'

python main.py with model_type='WaveNet'

python main.py with model_type='CRAFx'

python main.py with model_type='CWAFx'

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