Detecting whether a song is AI-generated involves analyzing the audio file for technical irregularities rather than relying solely on the human ear, as studies show that the vast majority of listeners cannot reliably tell the difference.

Tools like Deezer's AI music detector address this challenge by scanning audio signals for specific, subtle signatures and artifacts left behind by generative models (such as Suno or Udio). These technical traces are typically inaudible to human listeners, but automated detection software can flag fully AI-generated tracks with high precision (reported at over 99%).

If you want to check your own music libraries, Deezer offers a free tool compatible with major streaming services that lets you scan playlists to see if they contain AI-generated tracks.

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