A Neural Network guitar pedal for turning a guitar into a piano in real time!
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To watch and hear what this sounds like check out: https://twitter.com/TomLumPerson/status/1214941154690707457
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To play with an interactive web version of this, check out: https://www.tomlum.com/deepwavebend
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To train your own version of this model on google colab, check out https://colab.research.google.com/drive/1R8RkEpCx-nF14CDtBC31VDjcdb9Jfvfq
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To run this model on your desktop, you'll need to have python and pipenv and then run
pipenv installpipenv run python run.py saves/guitar2piano.h5
NOTE: This network was trained on my guitar and setup, so your mileage with your guitar and setup may vary
(My apologies if you run into issues with this, python package management is an absolute nightmare and a half.)
Let me know if you like this or have any ideas for improvements over on https://twitter.com/tomlumperson