u/Hxzzp

I've been thinking about this for the last few weeks, and I'd genuinely like to hear how this sub feels about it.

A workflow I see more and more especially with bedroom producers is: load up a reference track, A/B against your own mix, and tweak until it sits in the same space. Some people do it for the master, some do it per-element, some do it just for vocals.

I went down this rabbit hole hard with vocals over the past year. I produce in FL, mostly working solo, and I got tired of spending 90 minutes per session on the same vocal chain just to land somewhere close to the reference. So I started building a tool that does the reference-matching part for me, drop in a reference, drop in a dry vocal, get a processed vocal that's been EQ'd, compressed, saturated, and spatially placed to sit in that same sonic space.

It's been useful for me. But it's also raised a question I can't answer

Is this a legitimate workflow shortcut, or are we losing something by skipping the chain-building part of mixing?

Some specific things I'm genuinely unsure about:

1. Does this kill the "develop your ear" part of learning to mix, or does it free you up to focus on the song?
2. Is "match to a reference" fundamentally different from using a preset, or is it just a smarter preset?
3. Where does this break? Live vocals? Multi-tracked harmonies? Genres where the vocal isn't supposed to sit "in" the mix (drum & bass, hardcore, etc.)?

Not trying to sell anyone anything in this thread but if it's relevant to the discussion I'm happy to share what I built so people can react to it directly. Mods, take this down if it crosses a line

Quick context: I've been a solo rap artist for 12 years (~40M streams under the artist name). Couldn't afford an engineer when I started, so I taught myself to mix vocals off YouTube. Took me a decade to stop sounding amateur. Lumilio is the shortcut I'd have killed for on day one.

What it does: Upload a dry vocal → pick a style → get a mixed vocal back in seconds. EQ, compression, de-essing, saturation, reverb, delay... the full chain, tuned specifically on rap vocals (not generic "AI audio"). Top tier has a "match this mix" feature where you upload a reference track and it reverse-engineers a preset to match it.

Built solo, ~6 months. TypeScript front to back, Python for the actual audio DSP, a custom matching engine that does the heavy lifting. Happy to nerd out on specific pieces in the comments if anyone's curious.

A few things I learned building it:

• Splitting the audio processing into its own stateless service was the best architectural call I made early on
• Keeping a pool of warm Python workers alive >>> spawning fresh per request (cold-starts were brutal)
• Building for one specific user (bedroom rap artists) > building for "creators" generally. Every scope decision got easier.

Pricing:

• Free — 5 renders/week
• Pro — $9.99 / 100 a month
• Studio — $19.99 unlimited + AI reference matching

First 100 Studio upgrades with code DRYTOFLY get 50% off for 3 months.

 https://lumilio.io

Roasts, bugs, questions - all welcome.

6 days from launching Lumilio, vocal mixing AI for bedroom rap artists. Solo founder, no co-founder, no funding. 29 signups on the waitlist, 4 paying (public gates open in a week).

The site at lumilio.io is in pre-launch waitlist mode right now. Three things I'd love brutal honesty on:

1. The hook. Does "From Dry to Fly" land in the first 2 seconds, or does it need a second line explaining what the product actually does?

2. The before/after demo player. Does the dry-vs-processed contrast do its job, or do you scroll past it?

3. The ask itself. Would you actually drop your email here? If no - what would have changed your mind? ("Tab closed in 3 seconds because of X" is the most useful thing anyone could tell me.)

Open to any other feedback too. Including the meta one: is a waitlist even the right pre-launch move, or am I leaving signups on the table with the gate up? Genuinely undecided on that.

tysm in advance.

Self-taught off YouTube. No engineer, no label, $100 mic. Recorded my own stuff for 12 years and at some point started moving real numbers 40m+ streams under my artist name, all of it mixed by me.

Three things changed everything once I got them. Posting because I wish someone had told me earlier:

1. EQ, Comp then EQ again.
   Your dry vocal has dynamic range that's hiding the real frequency problem. EQ a peaky vocal and you're chasing a moving target. Compress first (1.5–2:1, slow attack so transients survive, medium release), THEN listen to what's actually wrong. The "muddy 250Hz" you keep cutting was probably 4dB of unmanaged dynamics, not a frequency issue.

2. Saturate INTO the chain, not at the end.
   A subtle saturator early in the chain glues your performance together before EQ and reverb get to it. Putting saturation at the end on a vocal that's already messy just makes a louder mess. Try a tape emulator or soft tube, low drive, second insert.

3. Automate your reverb send. Don't set it once.

Static reverb on a rap vocal is the single biggest amateur tell. Push send up 4-6dB on the last word of a bar, drop it back for the next line. Manual ducking. Whole performance starts breathing.

None of these are secrets, but I had to learn each one the slow way and the difference is night-and-day.

Built these three principles plus about 30 more into a tool, Lumilio - for bedroom rappers stuck on the side I was on 12 years ago. If you want to hear a before/after on some vocals it's at lumilio.io.

Hey guys,

I'm an artist/musician and I've been building Lumilio = an AI tool that takes a dry vocal + a reference track and automatically builds a processing chain to make your vocal sound like the reference. Renders in under 10 seconds.

The problem it solves: Bedroom producers and indie artists can record decent takes but most don't have the mixing chops (or budget for an engineer) to get their vocals sounding like the records they're chasing. Lumilio closes that gap.

How it works:

• Free tier uses a heuristic approach, fast, works for most refs
• Pro tier uses an AI loop that iterates on the chain for trickier references
• Output is a clean, studio-ready vocal no plugin knowledge required

Where I'm at:

• Pre-launch, waitlist is open
• Already posting content on TikTok and Instagram
• Planning a Product Hunt launch once the waitlist hits a target threshold

Site: lumilio.io

Genuinely keen on feedback from other builders, especially anyone who's launched a creator-tool before

What worked for you to convert socials → signups?

Happy to answer anything about the tech, the niche, or the build.