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and rapid growth of text to image text to video or even text to 3D AIS we have witnessed the future models generating visual contents in a way that we have never seen before the text to image generation aspect has gotten so absurdly good that generating images of spectrograms can create comprehensible music if you convert it into audio refusion was the one that achieved this and it is an extension of stable diffusion that was fine-tuned on spectrograms and has made text to music possible in a way that feels like cheating it is pretty much just generating images but imagine an AI generated image can sound like this on the other hand you might have also heard of another text to music service called mubert muber is a bit of a mystery by itself since it is closed-sourced but just to give you an idea of how it works this is their demo [Music] you can generate music with a few text prompts and the whole music generation process is actually not synthesized through a neural network but instead