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. With Finalize, audition Analogue Colour and mastering, compare with your original, and choose the version you want to download. Export WAV at 44.1 kHz, or 48 kHz on Pro and Studio.

Suno · UdioWAV · up to 48 kHz · colour · mastering · stems

New verified accounts get 5 welcome credits and 30 days of Pro features. Then 5 free credits each month unless you subscribe.

A short film

You're not in the band.

Press Play to load YouTube · Captions included

Watch on YouTube

Hear the difference

Two tracks, each heard on the same passage before and after refinement. Hear the original uploads and their saved final masters. Headphones recommended.

Silver threads in the morning light — Enhanced + Advanced Mode

Real result

The original and saved final result from 1:57–2:28 of the same track. Enhanced, AI cleanup and Advanced vocal adjustments are followed by Tape Out JH24 colour and Finalize with the Warm Indie 1 reference.

0:00 / 0:00
100%
Playback volume only. Mastering, LUFS and downloads are unchanged.

Before · original upload · 48 kHz · 24-bit FLAC excerpt

Processing used for this result

Refinement
Enhanced + AI artifact cleanup + Advanced mode
Colour
Tape Out JH24 · 15-450 · Impulse-derived
Colour settings
Drive +4.4 dB · Delta 112% · Level matching off · Volume -2.9 dB
Mastering
Medium strength
Reference
Warm Indie 1
Glue Compressor
-29 dB threshold · 2:1 · 10 ms attack · Auto release · Makeup +6.9 dB (linked)
Humanizer
21%
Stereo Air
On
Stereo Width
119%
Saved master
44.1 kHz · 24-bit WAV · stereo
Stem and vocal settings
Stem levels
Bass 0.0 dB · Drums +1.5 dB · Other 0.0 dB · Vocals -1.0 dB
Vocal treatment
Separate lead and backing
Vocal noise cleanup
Off
Backing vocals
112%
Vocal reverb
London Plate · 46%
Reverb pre-delay
78 ms
Reverb low cut
231 Hz
Reverb high cut
2639 Hz

Full-track loudness: original -15.1 LUFS; finalized -9.8 LUFS. The selected -9.0 LUFS target was not reached. Both excerpts play at their saved levels, without gain matching or normalization.

Life's Road — Enhanced + Advanced Mode

Real result

The original and saved final result from 1:28–1:47 of the same track. Enhanced with the AI Artifact Cleaner V2 and Advanced mode with the vocal harmonizer, de-esser, Tube drum saturation and bass harmonics, followed by Tape Out JH24 colour with harmonics and Finalize with the Folk reference.

0:00 / 0:00
100%
Playback volume only. Mastering, LUFS and downloads are unchanged.

Before · original upload · 48 kHz · 16-bit FLAC excerpt

Processing used for this result

Refinement
Enhanced + AI Artifact Cleaner V2 + Advanced mode
Colour
Tape Out JH24 · 15-450 · Impulse-derived
Colour settings
Drive +21.5 dB · Delta 114% · Level matching on
Colour harmonics
Standard · 54% mix
Mastering
Medium strength
Reference
Folk
Glue Compressor
-18 dB threshold · 2:1 · 10 ms attack · Auto release · Makeup +3 dB (linked)
Humanizer
Off
Stereo Air
Off
Stereo Width
115%
Saved master
44.1 kHz · 24-bit WAV · stereo

Rebalance effects

Vocal harmonizer
20%
Based on the classic studio harmonizer technique engineers have used on vocals for decades.
Drum saturation
Tube (even harmonics) · 63%
Adds warmth and weight to the drums below 5 kHz; cymbals stay clean.
Vocal de-esser
High voice · 73%
Softens harsh “s” sounds across the vocal, its reverb and the harmonizer.
Bass harmonics
35%
Adds upper harmonics so the bass is heard on phones and small speakers.
Stem and vocal settings
Stem levels
Bass 0.0 dB · Drums 0.0 dB · Other 0.0 dB · Vocals 0.0 dB
Vocal treatment
Separate lead and backing
Vocal noise cleanup
Off
Backing vocals
100%
Vocal reverb
Vocal Plate · 32%
Reverb pre-delay
78 ms
Reverb low cut
231 Hz
Reverb high cut
3900 Hz

Full-track loudness: original -13.9 LUFS; finalized -11.4 LUFS. The selected -11.0 LUFS target was met. Both excerpts play at their saved levels, without gain matching or normalization.

The 1:57–2:28 excerpt of Silver threads and the 1:28–1:47 excerpt of Life's Road each come from a complete track refinement, including Advanced stem adjustments, Analogue Colour and mastering; Life's Road also uses the vocal harmonizer, de-esser, drum saturation and bass harmonics. They demonstrate the combined result of these choices. Switch between Before and After while the player runs. Both versions stay on the same passage. Both sides play at their exported levels, so loudness differences are part of the comparison.

How it works

Step 1

Drop your track

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

Step 2

Pick a refinement

Choose Enhanced, our recommended default. Want stem levels, vocal treatments and reverb? Enable AI artifact removal, then Advanced mode before upload (Pro, Studio or an active welcome trial). Advanced mode starts off, and Flow Matching remains visible but is temporarily unavailable while we review output quality.

Step 3

Listen, adjust, download

With Finalize (Hobby+), choose optional Analogue Colour and compare mastering settings at final listening. A preview uses no download slot. Render the version you want to keep, then confirm your final export. Finished files stay available for 7 days.

Built for AI-generated music, end to end

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

Built for AI sources
Why it matters
Refinement 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.
Two reconstruction approaches for different results
Enhanced uses GPU-powered neural restoration to synthesize high-frequency detail. Flow Matching takes a more compute-intensive, iterative approach. Both reconstruct plausible sound, so texture can change; more processing is not automatically better. Flow Matching remains temporarily unavailable while we review output quality.
Cleanup and restoration, with optional mix control
With AI artifact removal enabled, whole-mix cleanup runs before Enhanced restoration, followed by stem separation and targeted cleanup. Turn on Advanced mode before upload to adjust the stems and vocals yourself, then continue to optional Analogue Colour and final listening. Advanced mode starts off for each new submission.
Hear the settings before choosing a download
With Finalize, try optional hardware character in Analogue Colour, then compare your mastering preview with the original. Choose a reference, loudness target, Glue compression, Resonance Mix, Stereo Air and Stereo Width. Mono check is a temporary listening aid. Defaults are a preview, not an automatic download: render the versions you choose, then confirm your main result.
44.1 / 48 kHz WAV output, distribution-ready
Drop into release without re-exporting from a DAW. Pro and Studio add 48 kHz. The Flow Matching-only 32-bit float option is temporarily unavailable with that preset.
Pro / Studio mix control

Use Advanced mode to rebalance the mix

With Enhanced and AI cleanup selected, Advanced mode pauses before rebuilding the mix. Preview vocals, drums, bass, and other together, then set their relative levels with independent faders.

Set the balance

Bring a stem forward or tuck it back while auditioning the whole cleaned mix. Positive gains are managed for output headroom.

Shape vocal reverb

Keep the original vocal, process the full vocal, or separate lead and backing. Add reverb to any treatment, starting from zero. Separate mode also lets you adjust backing vocals independently.

Continue to Colour

Continue to Analogue Colour applies your stem choices. Choose optional hardware character, then compare references and mastering at final listening before rendering a download.

Not stem separation: Rebalance works inside one refinement and does not create downloadable stem files. Advanced mode is available on Pro and Studio and active welcome trials for +1 credit, in addition to Enhanced and AI cleanup. It starts off for every new submission: enable AI artifact removal, then Advanced mode before uploading to use the mixer.

Temporary working stems and audition previews stay private and are cleared after you confirm and close the session. Source and finished files follow the normal 7-day retention period.

How Advanced mode works →

Albums is temporarily unavailable

Albums is temporarily unavailable while we update its processing workflow. Please refine tracks individually for now.

See the current track workflow
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

Start with 5 credits and 30 days of Pro features. $9/mo when you need more.

Enhanced costs 2 credits. AI artifact removal, mastering and Advanced mode each add 1: 5 credits for the full workflow.

Free
$0
5
credits / month
  • Enhanced model2 cr/run
  • Flow Matching modelTemporarily unavailable
  • AI detectionFree
  • AI artifact removal✗
  • Instrument Humanizer✗
  • Advanced mode (Rebalance)✗
  • Finalize (mastering)✗
  • Stem separation1 lifetime trial
  • AlbumsTemporarily unavailable
  • Vocal tools✗
  • Create saved references✗
  • Bit depth24-bit
  • Rate44.1 kHz
  • SupportEmail
Hobby
$9/mo
30
credits / month
  • Enhanced model2 cr/run
  • Flow Matching modelTemporarily unavailable
  • AI detectionFree
  • AI artifact removal+1 cr/run · 2 cr solo
  • Instrument HumanizerIn Analogue Colour
  • Advanced mode (Rebalance)✗
  • Finalize (mastering)+1 cr/run · 1 cr solo
  • Stem separation✗
  • AlbumsTemporarily unavailable
  • Vocal tools✗
  • Create saved references✗
  • Bit depth24-bit
  • Rate44.1 kHz
  • SupportEmail
Most popular
Pro
$29/mo
75
credits / month
  • Enhanced model2 cr/run
  • Flow Matching modelTemporarily unavailable
  • AI detectionFree
  • AI artifact removal+1 cr/run · 2 cr solo
  • Instrument HumanizerIn Analogue Colour
  • Advanced mode (Rebalance)+1 cr/run · requires cleanup
  • Finalize (mastering)+1 cr/run · 1 cr solo
  • Stem separation3 cr/run
  • AlbumsTemporarily unavailable
  • Vocal tools1–2 cr/run
  • Create saved referencesIncluded
  • Bit depth24-bit · 32-bit paused
  • Rate44.1 or 48 kHz
  • SupportEmail
Studio
$49/mo
150
credits / month
  • Enhanced model2 cr/run
  • Flow Matching modelTemporarily unavailable
  • AI detectionFree
  • AI artifact removal+1 cr/run · 2 cr solo
  • Instrument HumanizerIn Analogue Colour
  • Advanced mode (Rebalance)+1 cr/run · requires cleanup
  • Finalize (mastering)+1 cr/run · 1 cr solo
  • Stem separation3 cr/run
  • AlbumsTemporarily unavailable
  • Vocal tools1–2 cr/run
  • Create saved referencesIncluded
  • Bit depth24-bit · 32-bit paused
  • 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 for refining audio, from Suno and Udio tracks to demos, podcasts and older recordings. Enhanced uses neural restoration to synthesize plausible high-frequency detail; texture and timbre can change. You can add AI-artifact cleanup and, with Finalize, audition Analogue Colour and mastering before choosing what to download. Compare with your original to decide what works for your track.
What's the difference between Enhanced and Flow Matching?
Both use trained audio models, not just filters. Enhanced uses GPU-powered neural restoration to synthesize high-frequency detail and is our recommended default. Flow Matching uses compute-intensive, iterative reconstruction, with Normal and High processing depths. Both generate plausible detail rather than recover an original master, so texture and timbre can change; more compute does not guarantee a better result. Flow Matching is temporarily unavailable while we review output quality, so use Enhanced for new refinements.
Can The Refiner master my track?
Finalize is the mastering stage, available on Hobby, Pro, Studio and active welcome trials. Enable it with Enhanced for 1 additional credit, or choose standalone Finalize for an already-mixed track (1 credit). Choose optional Analogue Colour, then use final listening to compare with your original and set your reference, strength, loudness, Glue Compressor, Resonance Mix, Stereo Air and Stereo Width. The default listening preview does not use a download slot. Choose Render & download to keep a version: up to three distinct mastered versions, with free repeat downloads and no additional credits. Confirm and close session keeps your main result and downloaded versions; confirmation alone uses no slot. The loudness target starts at −9 LUFS, with −7, −11, −14 and −16 options. Check the measured result: a requested target is not guaranteed.
What audio formats can I upload?
MP3, WAV, or FLAC. Tracks can be up to 8 minutes long. Current outputs are 44.1 or 48 kHz WAV at 24-bit. The Flow Matching-only 32-bit float option is temporarily unavailable with that preset.
How long does a refinement take?
Timing depends on track length, selected stages, queue demand and worker startup. Enhanced is the shortest path; cleanup adds another processing stage. A complete refinement can take several minutes. Advanced mode, Analogue Colour and final listening also pause for your choices; a track waiting for you is not still rendering. The dashboard shows the current stage. Once an upload has finished and processing has started, work continues if you leave the page.
Do I need a subscription?
No. New verified accounts get 5 welcome credits and 30 days of Pro feature access, then the account uses its chosen plan. Free provides 5 credits each month for Enhanced. Hobby, Pro, and Studio add monthly credits and plan features. A one-time Credit Pack adds credits but does not change your plan or unlock features outside it.
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.
What is Rebalance stems?
Rebalance is the stem mixer in Advanced mode, available on Pro and Studio for Enhanced with AI artifact removal. It adds 1 credit. Adjust bass, drums, other and vocals. Choose Original vocal stem to keep its ambience, Process full vocal stem to reduce reverb on the whole vocal, or Separate lead and backing for independent backing-vocal level. Reverb works with all three and starts at zero. Four effects, each starting at 0% and heard live, shape the mix: Vocal harmonizer adds a wide stereo double beside the reverb; De-esser softens harsh "s" sounds across the vocal, finding each "s" and turning down only the part of the treble it occupies; Saturation adds Tape or Tube character to the drums; and Harmonics helps the bass come through on phones and small speakers. Experimental vocal noise cleanup is optional and off by default. Continue to Analogue Colour, then final listening. Advanced mode starts off for each new submission: enable AI artifact removal and Advanced mode before upload to get the mixer. With Advanced off, Finalize still includes optional Colour and final listening. Active welcome trials also include Advanced mode. Its working stems are private, not separate stem downloads, and remain available while you choose your mix; they are cleared after you confirm and close the session.
Can The Refiner detect AI-generated music?
Yes — open Detect AI from the main navigation to check a track separately from refinement, free and without spending a credit. It detects both Suno and Udio and tells you which one, and reliably separates their unprocessed output from human recordings; scores on refined or mastered tracks are less reliable. 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.
Will refining change AI-detector scores?
It can. Cleanup, resynthesis and mastering all change the audio that AI-content detectors analyze, so a refined track can score very differently from its source, sometimes much lower. No detector result is guaranteed in either direction. Treat scores on processed audio as unreliable evidence of how the track was made: a lower score doesn't change how it was made, and AI disclosure is still your job.

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

The comparisons above come from saved refinements of complete tracks. Choose the processing and finishing options that suit your music.

Enhanced · shortest path·Up to 48 kHz · 24-bit WAV·−9 LUFS mastering·stem separation·AI-artifact cleanup