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Audio Requirements

AI Stem Quality Issues

Artifacts from AI stem separation and generation and how to avoid them.

Last updated September 8, 2026

AI tools that separate stems or generate parts can leave audible artifacts — warbling, phasing, smeared transients, "watery" vocals or metallic high frequencies. These are treated as audio quality problems in review.

Reduce artifacts

  • Use the highest-quality source file for separation (never an MP3).
  • Blend separated stems with the original mix rather than relying on them alone.
  • Apply gentle EQ and de-noising, and listen carefully in the quiet sections.
  • For AI-generated instrumentals or vocals, render at the tool's highest quality setting and check the full track end to end.

Remember that AI involvement must also be declared — see AI & Music Distribution.

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