No real idea. Most neural network stuff operates on 2d grids ( matrices, tensors etc) that make it amenable to image-based algorithms. A lot of the work with non-image algorithms involves first putting the data into an image so it can run in a convolutional neural network of some kind. Like Kharzette says the audio can be put into waveform images.What stops someone from doing the same for a catalog of music and having the same flexibility?
Ring of Fire by Johnny Cash, baroque, death metal, funk, in the style of Tiny Tim sung by Pavarotti.
That would be some shit.
No real idea. Most neural network stuff operates on 2d grids ( matrices, tensors etc) that make it amenable to image-based algorithms. A lot of the work with non-image algorithms involves first putting the data into an image so it can run in a convolutional neural network of some kind. Like Kharzette says the audio can be put into waveform images.
One problem is how sensitive humans are to rhythm and harmonics, so I'm guessing you'll have a problem where offbeat, offtune sounds are really irritating to human listeners but totally fine for whatever optimization process is used to create them. This is similar to how even really good NN portraits of humans kind of make you nauseous and their eyes look weird, but hand-drawn portraits from hyper realistic to even very stylized ones, convey human emotions without looking gross. Meanwhile, landscape pictures look very pleasant and interesting because we don't have this evolved trait of wanting to avoid genetically divergent people.
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I skimmed this article on it and enjoyed reading about the current state of the art for AI music.I guess 7 notes vs 3 primary colors makes the math much harder to build algorithms for. Makes sense. I can wait.
I skimmed this article on it and enjoyed reading about the current state of the art for AI music.
Generating Music using Deep Learning
Introducing a new VAE-based architecture to generate novel musical samplestowardsdatascience.com
No idea if this is actually AI-generated or total bullshit, but it's enjoyable so I'm posting it. It sounds too good to be "real" AI-generated music.
That's really crazy.
I didn't find anything good looking for the first one, but the second one looks pretty badass (even if probably not the style you wanted, Jo Mora).P pwe or anyone else that doesn't have limited tries on this....would you mind trying a few things out for me? feel free to add whatever modifiers/descriptors/whatever you want, I'm just wondering how well this thing works with map-related stuff.
Swiss style hillshade relief map, mountainous
Nautical map with sea monsters, Jo Mora
Nautical map showing leviathan and ship wreck