This is really cool but can someone tell me why we are automating art? Who asked for this? The future seems depressing when I look at all this AI generated art.
Riffusion – Stable Diffusion fine-tuned to generate music
241–250 of 481 posts
Re: Riffusion – Stable Diffusion fine-tuned to generate music
#242This is huge. This show me that Stable Diffusion can create anything with the following conditions: 1. Can be represented as as static item on two dimensions (their weaving together notwithstanding, it is still piece-by-piece statically built) 2. Acceptable with a certain amount of lossiness on the encoding/decoding 3. Can be presented through a medium that at some point in creation is digitally encoded somewhere. Th…
Re: Riffusion – Stable Diffusion fine-tuned to generate music
#243Earlier quoted context omitted.
Wow, I am blown away. Some of these clips are really good! I love the Arabic Gospel one. John and George would have loved this so much. And the fact that you can make things that sound good by going through visual space feels to me like the discovery of a Deep Truth, one that goes beyond even the Fourier transform because it somehow connects the aesthetics of the two domains.
I can simultaneously burst a bubble and provide fuel for more -- the alignment of the intrinsic manifolds of different domains has been an interesting research topic for zero shot research for a few years. I remember seeing at CVPR 2018 the first zero shot...classifier, I think? That if I recall correctly trained in two domains that were automatically basically aligned with each other enough to provide very good zero…
Re: Riffusion – Stable Diffusion fine-tuned to generate music
#244Other author here! This got a posted a little earlier than we intended so we didn't have our GPUs scaled up yet. Please hang on and try throughout the day! Meanwhile, please read our about page http://riffusion.com/about It’s all open source and the code lives at https://github.com/hmartiro/riffusion-app --> if you have a GPU you can run it yourself This has been our hobby project for the past few months. Seeing the…
Super! Makes sense since Skydio is also amazing. How much data is used for fine tuning? Since spectrograms are (surely?) very out of distribution for the pre training dataset, how much does value does the pre training really bring?
One thing that's very important though is the language pre-training. The model is able to do some amazing stuff with terms that do not appear in our data set at all. It does this by associating with related words that do appear in the dataset.
Re: Riffusion – Stable Diffusion fine-tuned to generate music
#245the problem is it sounds awful, like a 64kbps MP3 or worse Perhaps AI can be trained to create music in different ways than generating spectrograms and converting them to audio?
It doesn't need to sound good at all for it to be useful. Like with the AI Art creation, it can be a starting point for artists to play around and rapidly try different concepts, and then interpret the concept using high quality tools to create something really quite remarkable. It's all about empowering artists to explore more possibilities.
Re: Riffusion – Stable Diffusion fine-tuned to generate music
#246Re: Riffusion – Stable Diffusion fine-tuned to generate music
#247Other author here! This got a posted a little earlier than we intended so we didn't have our GPUs scaled up yet. Please hang on and try throughout the day! Meanwhile, please read our about page http://riffusion.com/about It’s all open source and the code lives at https://github.com/hmartiro/riffusion-app --> if you have a GPU you can run it yourself This has been our hobby project for the past few months. Seeing the…
Re: Riffusion – Stable Diffusion fine-tuned to generate music
#248This really is unreasonably effective. Spectrograms are a lot less forgiving of minor errors than a painting. Move a brush stroke up or down a few pixels, you probably won't notice. Move a spectral element up or down a bit and you have a completely different sound. I don't understand how this can possibly be precise enough to generate anything close to a cohesive output. Absolutely blows my mind.