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[P] Neural Network Gradient Sonification

Heavily inspired by the recent post by /u/perone I developed a Keras callback that can easily be included during training for all you Keras users out there. During training the callback will convert the gradient norms of the network layers to a tone which can be saved along with the spectrogram of the audio after training is completed.

Additionally, I looped over a parameter space by varying the activation function, optimizer, and learning rate. Most notably, tweaking the activation function and optimizer produced quite interesting results.

submitted by /u/nnatlab
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Toronto AI is a social and collaborative hub to unite AI innovators of Toronto and surrounding areas. We explore AI technologies in digital art and music, healthcare, marketing, fintech, vr, robotics and more. Toronto AI was founded by Dave MacDonald and Patrick O'Mara.