The RefinerGuides
Field notes on getting the best out of Suno, Udio, and AI-generated music — from cleaning up compressed exports to preparing tracks for release. Every guide is written from real refinement work, not marketing fluff.
How to rebalance cleaned stems before the final mix
AI cleanup can pause before the final mix so you can set the relative levels of vocals, drums, bass, and other, then add and shape vocal reverb.
How to fix Suno hiss and metallic sound
Identify whether you are hearing steady hiss, metallic shimmer, codec smear, or clipping—and use the repair workflow that fits the actual problem.
Why Suno tracks sound compressed: the real cause of Suno audio quality artifacts
The compressed character of Suno audio quality is stamped in by the neural decoder, not the mp3 export. Even Premier WAVs carry it. Here is what actually fixes it.
How to master Suno tracks for release: a practical workflow
Even a Suno Premier WAV has decoder-stage artifacts baked into the audio. Mastering plugins can't remove them. The fix is to refine first, then master — now possible in the same app.
Udio vs Suno: an honest audio quality comparison
The audio character of Suno and Udio genuinely differs, and there is a physical reason. Here is what is public about each, and what it means in 2026.
How to get stems from an AI-generated track with AI stem separation
Suno and Udio hand you a finished mix. To remix it, build a karaoke version, or lift the vocal, you need stem separation. Here is how that works and which engine to pick.
How to distribute AI music: a pre-release checklist for Suno tracks
Why a Suno WAV isn't automatically release-ready, and the four-step workflow — refine, master, format, disclose — to actually distribute AI music to Spotify, Apple Music and beyond.
Enhanced vs Flow Matching: which AI audio restoration preset to use
Enhanced remains available for new work. Flow Matching uses a different model family and is temporarily unavailable while output quality is reviewed.
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