Deep-Learning

I’ve been getting into machine learning with Pytorch these past few months, and one of my notes which has gotten the most mileage is this “deconfuser” note where I write out all the useful conventions that I need, but occasionally forget. I figured there’s a chance somebody finds them useful, and it would be a good simple post to get some traction and get back to blogging more. ...

I have a long-term goal of making a GAN that is capable of generating songs similar to the provided training data, mostly as a learning exercise. The idea would be to operate on waveforms directly using convolution, instead of deferring to MIDI approaches. ...