The Refiner
Private betaSign-in is currently invite-only. Email support@therefiner.app for access.
Fidelity Engine

Refine Suno tracks. Studio audio quality.

Suno and Udio outputs sound compressed even when you export as WAV — the lo-fi is in the generated audio itself, not the file format. The Refiner upgrades the actual audio fidelity, restoring high-frequency detail and clarity — then Finalize, our one-click mastering stage, brings it to release loudness. Drop a file, get back a release-ready WAV at 44.1 / 48 kHz.

Suno · UdioWAV · 44.1 / 48 kHz · mastering · stems

Free monthly credits on signup. $9/mo for 16 credits, $29/mo for 30, $49/mo for 60. Spend them on any refinement.

A real Refiner result: the Suno original (top) is capped low by lossy compression, flat above a few kHz; the Enhanced output (bottom) is rebuilt across the full band as a 48 kHz WAV.
A real job, not a demo. Top: the Suno original, capped low by lossy compression. Bottom: the Enhanced output, rebuilt across the full band.

Hear the difference

Same track, before and after — fidelity rebuild, AI-artifact cleanup, and one-click mastering. Headphones recommended.

Enhanced

Fast

Enhanced runs in seconds and is what we recommend for most tracks.

0:00 / 0:00

Refined with Enhanced (48 kHz lossless)

Enhanced + AI cleanup

Fast

The same Enhanced refinement with AI-artifact cleanup switched on — the high-frequency haze is stripped first, then the model restores the highs on already-clean audio.

0:00 / 0:00

Enhanced + AI-artifact removal (48 kHz lossless)

Enhanced + AI cleanup + Finalize

Fast

The full chain: refinement and AI-artifact cleanup, then Finalize — our mastering stage — glues the mix, adds valve-and-transformer harmonic warmth, widens the stereo image, and targets a release-level −9 LUFS with a true-peak ceiling.

0:00 / 0:00

Enhanced + AI cleanup + Finalize, mastered to −9 LUFS (48 kHz lossless)

The "before" track cuts off low — that's where the lossy compression threw away high-frequency detail. Enhanced rebuilds it across the full band almost instantly. Switch on AI-artifact cleanup and the faint high-frequency haze is removed before that rebuild. Add Finalize and the result comes back mastered — glued, widened, and loud enough to sit next to streamed music.

How it works

Step 1

Drop your track

mp3, wav, or flac, up to 8 minutes. Stereo or mono.

Step 2

Pick a refinement

Three models, each tuned for different damage: Enhanced (recommended default), Restoration (stronger on heavily-degraded mp3s), and Flow Matching (Pro) for the most detailed high end.

Step 3

Get a clean WAV back

44.1 / 48 kHz, ready to upload. Flip on Finalize (Pro) and it comes back mastered — glued, polished, at release loudness. We keep your file for 7 days, then delete it.

Built for AI-generated music, end to end

AI tracks have a specific shape of damage: high-frequency rolloff, compression haze, and the spectral fingerprint the neural decoder bakes in. Generic audio restorers weren't built for this. We were.

Built for AI sources
Why it matters
Restoration models matched to lossy-codec and AI-music damage
We pick models for how Suno, Udio, and lossy mp3 exports actually degrade — high-frequency rolloff and compression haze. Generic restorers introduce their own artifacts trying to fix problems they don't recognize.
Flow Matching rebuilds the missing high end with a generative model
Lossy compression throws away the top of the spectrum. Flow Matching synthesizes that band back — air, cymbals, and breath generated rather than EQ-boosted from what little is left. It's the slowest preset and the most detailed on the high end.
Optional AI-artifact cleaning, run before the model
Suno's lossy export leaves a faint high-frequency haze. Switch on cleaning and we strip it first, then the model restores the highs — so the polish lands on already-clean audio. A finishing step for fidelity, nothing more.
One-click mastering, tuned for AI mixes
AI exports arrive narrow and quieter than released music. Finalize runs a full mastering chain — corrective EQ, glue compression, valve-triode and transformer harmonics for analog-style density, stereo polish with a mono-safe low end, and a true-peak limiter — to a −9 LUFS release target. It won't replace a mastering engineer; it gets an AI export most of the way there.
44.1 / 48 kHz WAV output, distribution-ready
Drop into release without re-exporting from a DAW. Pro and Studio add 48 kHz, and Flow Matching can render 32-bit float for further DAW work.
Also available

Split any track into stems

Isolated vocals, drums, bass, and everything else — or speech vs. background for spoken-word audio. Drop a track and pick an engine; get back one WAV per stem plus a ZIP for one-click download.

Demucs

4 stems · fast classic

Vocals, drums, bass, and everything else. Quick and solid for everyday remixing or DAW work.

Melband

4 stems · cleaner separation

Mel-Band RoFormer — a newer transformer that pulls stems apart with less bleed. Takes longer in exchange for cleaner isolation.

Voice Cleanup

2 stems · speech / background

Speech on one stem, everything else on the other. Built for podcasts, interviews, and voice notes.

Pro feature · 3 credits per split, any engine · Free users get one lifetime trial split to try it.

Pricing

Free to start. $9/mo when you need more.

Free
$0
2
credits / month
  • Enhanced model1 cr/run
  • Restoration model1 cr/run
  • Flow Matching model3–4 cr/run
  • AI detectionFree
  • AI artifact removal
  • Finalize (mastering)
  • Stem separation1 lifetime trial
  • Bit depth24-bit
  • Rate44.1 kHz
  • SupportEmail
Hobby
$9/mo
16
credits / month
  • Enhanced model1 cr/run
  • Restoration model1 cr/run
  • Flow Matching model3–4 cr/run
  • AI detectionFree
  • AI artifact removal
  • Finalize (mastering)
  • Stem separation
  • Bit depth24-bit
  • Rate44.1 kHz
  • SupportEmail
Most popular
Pro
$29/mo
30
credits / month
  • Enhanced model1 cr/run
  • Restoration model1 cr/run
  • Flow Matching model3–4 cr/run
  • AI detectionFree
  • AI artifact removal+1 cr/run
  • Finalize (mastering)toggle free · 1 cr solo
  • Stem separation3 cr/run
  • Bit depth24 or 32-bit float
  • Rate44.1 or 48 kHz
  • SupportEmail
Studio
$49/mo
60
credits / month
  • Enhanced model1 cr/run
  • Restoration model1 cr/run
  • Flow Matching model3–4 cr/run
  • AI detectionFree
  • AI artifact removal+1 cr/run
  • Finalize (mastering)toggle free · 1 cr solo
  • Stem separation3 cr/run
  • Bit depth24 or 32-bit float
  • Rate44.1 or 48 kHz
  • SupportPriority email
Field notes

Guides

Practical writing on getting AI-generated music release-ready.

Frequently asked questions

Quick answers. Full guide on the help page.

What is The Refiner?
The Refiner is a web app that cleans up and upgrades audio tracks. It works on anything — AI-generated music from Suno or Udio, demos, podcast recordings, old mp3s, live captures — drop in a lossy or low-fidelity file and get back a release-ready WAV with restored high-frequency detail, better clarity, and a more polished sound. An optional Finalize stage masters the result to release loudness, so it can sit next to streamed music.
What's the difference between Enhanced and Flow Matching?
Enhanced is the fast preset — it runs in seconds and restores most of the high-frequency detail that lossy compression discards. It's what we recommend for most tracks. Flow Matching takes about ten minutes and reconstructs the finest detail (cymbals, breath, reverb tails) using diffusion. Costs 3 credits on Normal quality or 4 on High.
Can The Refiner master my track?
Yes — Finalize is our automated mastering stage (Pro). Flip it on with any full-track refinement preset, or run it standalone on a track that's already mixed: corrective EQ, glue compression, valve-triode and transformer harmonic saturation, stereo polish with a mono-safe low end, and a true-peak limiter, at a −9 LUFS release target. On refinement jobs — Enhanced, Restoration, Flow Matching, or AI Artifacts — the mastered version is the default download and the pre-master stays available as a second file. It won't replace a mastering engineer on a commercial release, but it lifts an AI export to a level that holds up next to streamed music.
What audio formats can I upload?
MP3 and WAV. Tracks can be up to 8 minutes long. Outputs are 44.1 or 48 kHz WAV at 24-bit (32-bit float is available on Pro and Studio for Flow Matching, useful if you're feeding the result back into a DAW for further mixing).
How long does a refinement take?
Enhanced typically completes in 10–30 seconds. Flow Matching takes around 6–12 minutes depending on quality setting and track length; enabling AI artifact removal adds a cleaning stage of roughly the track's length before refinement, and Finalize adds about 30 seconds of mastering at the end. You'll see live progress in the dashboard and can keep working while jobs run.
Do I need a subscription?
No. The free tier gives you a small number of credits each month to try the service. Paid plans (Hobby, Pro, Studio) and one-time credit packs are available if you need more.
Can I split a track into stems?
Yes — stem separation is a Pro feature. Drop a track on the Stems page and pick an engine: Demucs (fast 4-stem classic), Melband (newer transformer, cleaner separation), or Voice Cleanup (speech vs. background, great for podcasts and interviews). Output is one WAV per stem plus a ZIP of all of them. 3 credits per split. Free users get one lifetime trial split to try it.
Can The Refiner detect AI-generated music?
Yes — there's a built-in AI detector (the Detect AI tab) that scores how likely a track is AI-generated, free and without spending a credit. It detects both Suno and Udio and tells you which one, and reliably separates them from human recordings. Support for more generators is on the way. It's a guidance tool, not a verdict — a low score means no AI signals were detected, not proof of human authorship, and no detector is 100% accurate, so please don't use the scores to make accusations.

Is it AI? We'll tell you — free.

Drop in a Suno or Udio track and get an instant AI-likelihood score — which generator, and how confident. No credit spent.

Try the detector →

Lossy export in, release-ready WAV out

Every job runs the real pipeline — no demo mode. Here's an actual result, not a mock-up.

A real Refiner result: the Suno original (top) is flat above a few kHz; the Enhanced output (bottom) is rebuilt across the full band as a 48 kHz WAV.
Input (top) vs Enhanced output (bottom) — rebuilt full-band at 48 kHz.
WAV in seconds·up to 48 kHz / 32-bit float·−9 LUFS mastering·stem separation·AI-artifact cleanup