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Clear out junk files and repair common Windows errorsFree Scan →Fix the driver behind crashes, sound loss and screen glitchesFind Drivers →Master AI-generated music by exporting the cleanest full-length mix your generator provides, comparing a few mastering versions at matched playback level, and keeping the version that preserves the song’s character without adding obvious harshness, pumping, or distortion. If you can export separate stems, use a stem-aware workflow; otherwise, master the stereo mix as a whole. The products below help with mastering and mix decisions; their listed capabilities do not establish that they generate music or support a particular genre.
Prepare The AI-Generated Track Before Mastering
Start with the most complete, least processed export available. If the generator offers a choice between a finished master and a mix or stems, use the mix or stems for this workflow. Avoid adding loudness processing before uploading: the mastering service needs room to adjust level and dynamics. Keep an untouched copy so you can return to the original.
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Listen once before choosing a tool. Note concrete issues rather than asking for a generic “professional” sound: for example, a vocal that is hard to understand, a bass part that masks the kick, brittle high frequencies, or a chorus that feels smaller than the verse. These are listening checks, not guaranteed defects of AI-generated music. The available product details do not establish that any service detects or repairs AI-specific artifacts.
Choose A Mastering Route
Pick the workflow that matches the files and control you have. Stem processing means working with separate parts such as vocals, bass, drums, and instruments; it cannot be used when you only have a stereo file.
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| Workflow | Suitable option | What the listed details establish |
|---|---|---|
| Try a small number of complete-track masters | MasterForge | Free plan includes 5 masters and an unlimited audio analyzer. Pro adds stem mixing, platform preview, and 24-bit WAV export. |
| Compare many complete-track variations | Mixea | Generates 15 mastering options per uploaded track, with adjustable intensity and EQ controls. |
| Master stems or use reference matching | Auralith Forge | Lists stem-aware mastering, reference matching, loudness targets, and gain-matched A/B comparison. Free access is limited to three lifetime full-length masters. |
| Work inside a desktop DAW | iZotope Ozone or LANDR Mastering Plugin | Ozone Advanced lists 20 mastering modules, component plugins, and stem EQ; LANDR lists real-time AI mastering and metering in a compatible DAW. Both are paid products; check vendor sites for current plan details. |
| Use a browser-based reference comparison | Waves Online Mastering | Lists reference-track upload and matching, mastering styles, 30-second previews, and Presence and Depth controls. It is designed for stereo tracks rather than stem mastering. |
Master The Track Step By Step
- Choose your source. Upload the stereo mix if that is all you have. If you have separated parts and selected a service with stem support, upload the stems and keep their names and arrangement clear. Product entries do not specify every accepted file format, so check the vendor’s upload requirements before exporting.
- Set a listening target. Describe the intended feel in audible terms. For a warm, intimate vocal track, listen for clear words and a steady low end; for an energetic electronic track, listen for punch and whether the high end becomes tiring. These are evaluation prompts, not claims that a tool has genre presets for those styles. The listed tools do not establish specific genre support.
- Generate alternatives. With Mixea, compare its 15 options and adjust intensity or EQ. With Waves Online Mastering, compare the available styles and use the 30-second preview and Presence and Depth controls. In a DAW, Ozone offers editable modules and LANDR offers real-time processing, so make one adjustment at a time and keep notes on what changed.
- Use a reference only when you have one for a reason. Choose a commercially released track with a similar arrangement and intended listening context, not just a song you like. Auralith Forge and Waves Online Mastering list reference matching; Ozone describes reference workflows. The details do not establish that these services reproduce a reference exactly, so judge the result by listening.
- Compare at matched playback level. Louder versions can seem better even when they are harsher or less dynamic. Use a gain-matched comparison where available, or lower the louder version during playback until both sound similarly loud. Focus on vocal intelligibility, bass definition, transient punch, and whether quiet and loud sections still feel distinct.
- Export and check the file. Use the highest-quality export available for your chosen plan and workflow. Mixea lists 24-bit, 48 kHz HD WAV plus WAV and MP3; MasterForge lists 24-bit WAV on Pro. Check other products’ export formats and limits on their vendor sites. Listen to the exported file from beginning to end, including the opening, transitions, ending, and any especially dense section.
Make A Fair Comparison
Keep the source mix fixed while comparing masters. Write down the version and adjustment for each pass, then listen at a similar volume on headphones and speakers if available. If one version fixes a problem but makes another worse, return to a lighter setting or the unmastered mix and decide which issue matters most for this track. Do not treat a service’s “best” or “recommended” result as a substitute for listening.
Handle Voices, Samples, Covers, And Release Rights Carefully
Before release, confirm that you have permission to use any voice, performance, sample, or source recording in the track. A generated or transformed sound does not by itself establish consent. Check the music generator’s terms and the mastering service’s terms for your intended use, including commercial distribution. The product details here do not establish the rights attached to your generated song or to every plan, so check the relevant vendors’ current terms.
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What These Tools Do Not Establish
The listed product information supports post-production choices, not claims about generating a song from text, supporting a particular language or genre, or repairing artifacts unique to AI-generated audio. For those specifics, check the generator’s own documentation and the mastering product’s current feature and plan pages. Choose a service based on the files you can export and the listening problem you want to solve.
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