I've been using Udio for a few weeks now, mostly to create short audio intros and experiment with different musical styles. One thing I’ve noticed that’s starting to become a workflow issue is the sheer number of generations I’m saving locally.
It seems impossible to exactly recreate a generation, even with the same prompt and settings. A slight variation in the initial noise or the random seed, I assume, means the output is always a little different. Sometimes that first take has an intangible quality—a specific inflection or a perfect instrumental hit—that the next ten tries don't capture.
So my process now is to generate, and if anything in the result is even remotely usable, I immediately download it. My project folder is getting crowded with dozens of slightly different versions. I’ve tried being more selective, but then I’ll regret not keeping an earlier version.
Is this a common practice for others? I’m curious if more experienced users have a system for managing this, or if they just accept that some generations are truly one-time moments and only save the absolute best. It feels different from image generation, where you can often copy a seed.
That's a really good point, and you're definitely not alone. I've started doing the same thing for similar reasons. The unpredictability means a 'good enough' version can be a great starting point for editing, so I save it just in case.
Do you find yourself ever going back to those earlier saved versions? I'm trying to develop a tagging system in my folders to at least note what I liked about a particular take, but it's hard to be consistent.
Thanks for sharing this, it's helpful to hear others are navigating the same clutter.