Been experimenting with AI-generated song covers lately feeding original vocals through different models to emulate various artists, or flipping genre styles altogether. It’s wild how convincing some of them get, especially when you pair the right timbre with a fitting instrumental. But what really makes or breaks it, I’ve found, is post-processing. Even the best model outputs usually need a bit of cleanup to feel cohesive.

I’ve been using a small tool called audiomodify to tweak timing, EQ, and blend things better. It wasn’t made specifically for AI covers, but it’s been surprisingly useful in stitching things together, especially when mixing AI stems with real instruments or sampled loops. Kind of sits in that sweet spot between fast edits and deeper resampling work.

Curious what others are using to refine AI covers after generation do you run it through a DAW? Batch process with something else? I feel like we’re just scratching the surface of making these feel more “finished” and less like cool demos.

Have you tried Suno? I'm not musically inclined so so far my only real issue is quality and song length/end point.
For quality, keep hitting generate with the same or slightly different prompts.
For an end point just gotta listen to it and cut the song early (it doesn't seem to know when a song ends).

Hold your hoses, https://github.com/ace-step/ACE-Step, its garbage but still usable for shits and giggles. On 4070s less than 30s to make 3 min song.

Sing along:

[verse]
Skibidi blop, I toot in the void,
Noodle in my pants, gas deployed.
Yappa zip zip, banana toast cry,
Flibber-flab funk make a pigeon fly.

Ding dong, I sit on spaghetti,
Toilet sings, "Yo, my pants ain't ready!"
Skrrt-skrrt honk like a rubbery duck,
Gassy beat drop — who need luck?

[chorus]
FART FART, skibidi splat,
Turbo cheeks go BRAT-BRAT-BRAT!
Zoom zoom, I’m air balloon,
Skibidi bop till I clear the room!
Wubba wubba, FLATULENCE FLEX,
I'm the king of methane effects!

[bridge]
Froggle my wobble, skibidi wham,
Cropdust a ghost in a hologram.
Twizzler bop, dimension rift,
One fart later, time did shift.

[verse]
Fizzy in the no-zone, glitchy with the beans,
Microwave thoughts and farted my jeans.
Bop-bop yes, but skrrr to the doot,
I launched to Mars with a toot-toot boot!

[chorus]
FART FART, skibidi splat,
Turbo cheeks go BRAT-BRAT-BRAT!
Zoom zoom, I’m air balloon,
Skibidi bop till I clear the room!
Wubba wubba, FLATULENCE FLEX,
I'm the king of methane effects!

[inst]
🎺💨 Kazoo solo with trap beats and wet-sponge slaps
🔊 Bass drop that sounds like a whoopee cushion exploding in space
🎷🥁 Jazz flute playing over toilet flush rhythm section

[bridge]
Skibidi skabop, braincell melt,
Fartwave powers, danger belt.
Jellyfish pants, wub-wub go wild,
My toot unlocked the Matrix file.

[chorus]
FART FART, skibidi splat,
Turbo cheeks go BRAT-BRAT-BRAT!
Zoom zoom, I’m air balloon,
Skibidi bop till I clear the room!
Wubba wubba, FLATULENCE FLEX,
I'm the king of methane effects!

[outro]
Silent but deadly… skibidi-BOOM.