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About AI Music Detector

A free web tool for adding an audio-based assessment to questions about how a recording was made, with clear limits on what that assessment can establish.

Last updated August 2026

What the tool does

Upload an audio file and a specialist classification provider returns a category, separate vocal and instrumental indicators, confidence and available window-level values. This site does not separate stems or combine those fields into an overall score. You can download a browser-generated PDF, and no public account or payment is required.

The problem it addresses

Music generation tools have gone from a novelty to something almost anyone can use in minutes, and the output is often good enough that a casual listen won't settle the question of how a track was made. Musicians, listeners, playlist curators, journalists and researchers increasingly need a fast first read on a recording's likely origin, and most of them have no practical way to get one on their own.

Why detection is useful

A detection result is a starting point, not a conclusion. It can support disclosure decisions, help a platform or curator flag a track for closer review, give a journalist a lead worth checking further, or simply satisfy someone's curiosity about a song they heard. None of those uses require certainty — they require a reasonable, well-explained estimate, which is what the tool is built to provide.

What the tool is for

AI Music Detector exists to make that first estimate available without payment or registration. A fair-use allowance permits 12 analyses per rolling 24 hours. Alongside the detector, the site publishes browser-based audio utilities and reference articles that explain how AI music detection works, where it struggles, and how the wider generator and platform landscape is evolving.

Using results responsibly

Treat every result as an estimate, not proof. Audio analysis can be affected by compression, mastering, genre and the quirks of specific generators, so a score should inform a decision, not make one for you. Don't rely on a result alone to accuse someone, resolve a dispute, or take formal action — pair it with other evidence and human judgement.

Questions, corrections or feedback on a result are welcome via the contact page. To try the tool itself, go to the AI music detector.