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Master an AI-generated track by choosing the strongest version, checking its arrangement and mix, then making a restrained final master and comparing it with the unmastered file at matched playback levels. The tools listed here handle mastering or mix refinement; none is described as a music generator. Your generation tool’s controls and genre support are not established here, so check its site for those specifics.
Choose A Mastering Workflow
Pick a workflow based on whether you want a quick browser pass or detailed control inside a DAW. These options have different capabilities, so use the one that fits the track and your editing setup.
| Tool | Useful For | What It Offers | Constraint |
|---|---|---|---|
| Fire Lit AI Mastering | A quick local browser pass | Free browser processing without sign-up or file uploads, selectable stages, A/B comparison, and loudness-only mode. | Accepts WAV and AIFF; normalization is fixed at -9 LUFS. |
| iZotope Ozone | DAW users who want more control | Ozone Advanced includes 20 mastering modules; Stem EQ separately processes vocals, bass, drums, and instruments. | Advanced is listed at $499 one-time and is limited to macOS and Windows hosts. No free plan is available. |
| RoEx Mastering | A stereo mix needing genre-profile or reference controls | Genre profiles, selectable loudness targets, and reference matching for tone, dynamics, stereo image, and loudness. | The workflow focuses on stereo mixes rather than stem mastering, and there is no free plan. |
Prepare The Generated Track
- Choose the version to finish. If your generator provides several renders, listen to them from start to end and select the one with the clearest arrangement and fewest distracting artifacts. The mastering tools here do not establish any particular generator’s versioning or editing features; check its site for those.
- Check the beginning, transitions, and ending. Listen for abrupt cuts, unexpected gaps, clipped tails, or a vocal or instrument that changes unnaturally. If the generator or an editor lets you revise the arrangement, fix these problems before mastering; a master is not a substitute for editing.
- Inspect the mix at ordinary playback level. Listen for a lead that is hard to hear, bass that masks other parts, or drums and instruments that feel unbalanced. Make any available source-level adjustments before sending the finished stereo mix to a mastering service.
- Export a clean source file. Use an unmastered export from your generator or DAW. Fire Lit AI Mastering lists WAV and AIFF input; the accepted formats for the other tools are not stated here, so check their sites before exporting.
Make A First Master
For A Quick Browser Pass
Open Fire Lit AI Mastering with a WAV or AIFF file. Start with its selectable processing stages, then compare the processed version with the original using its A/B comparison. Its loudness-only mode lets you hear normalization without the other selected stages. Because its normalization is fixed at -9 LUFS, decide whether that result suits your intended use rather than assuming that one target fits every release.
For A DAW Workflow
Load iZotope Ozone in a compatible DAW on macOS or Windows and compare its processing with the bypassed signal as you work. If a specific part is masking the mix, Ozone Advanced’s Stem EQ can process vocals, bass, drums, and instruments separately. Keep changes tied to something you can hear; if a render has a structural or performance problem, return to the source or arrangement instead of trying to solve it with mastering.
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For A Stereo Mix With A Reference
In RoEx Mastering, use a genre profile or loudness target only when its available choices suit your intended track, and use reference matching when you have a suitable comparison track. Listen for changes in tonal balance, dynamics, stereo image, and loudness. The listed workflow is for stereo mixes, so check the vendor’s site if you need stem processing or details beyond those controls.
Compare The Result Before You Keep It
- Switch between the original and master at similar playback loudness. A louder version can seem better even when it is only louder.
- Replay the full track, especially the opening, transitions, densest passage, and ending. Listen for new harshness, pumping, weakened bass, or a narrowed or unbalanced stereo image.
- If the master makes a problem more obvious, revise the mix or choose a less forceful setting, then render and compare again.
- Keep the original and the approved master as separate files. Confirm the output format and any delivery requirements with the service or destination you plan to use; those specifics are not established here.
Check Rights And Unsupported Details
Before publishing or monetizing a track, confirm that you have consent for any voice or recording used and check both the music generator’s terms and the mastering platform’s terms for your intended use. The available product details do not establish rights for generated voices, covers, samples, or commercial release. They also do not establish genre-specific support for these tools, so check each vendor’s site for those details.
Quick Recap
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