Detective Musicians Take On AI Fakes in the Electronic Scene

As generative audio tools grow ever more sophisticated, the internet is filling up with music whose melodies and vocals are algorithmically derived from the work of living artists. Some creators own up to using AI right away; others deny it to the bitter end — until public pressure forces them to tell the truth. In the electronic scene, which sits especially close to technology, the question of “what's real and what isn't” feels particularly acute.

One of those who has taken up the investigations is 26-year-old EDM producer Max Harris, who performs under the alias H4RRIS. He posts videos accusing those he believes are trying to pass off “AI slop” as human-made. For Harris, generative music is “fake art”: as he puts it, there's no statement behind it, and its creators care only about a quick profit. Real creativity, he argues, is built from hundreds of deliberate decisions — from the initial idea to the mix.

How the fakes are spotted

Harris describes several tells. Generated tracks often have an audible harsh hiss — in his theory, the models start from a block of white noise and “guess” the waveform, drawing on data from real songs. Another sign is when the vocals and other melodic elements start stuttering at exactly the same moment: the algorithm struggles to separate the parts and treats them as a single instrument. Sometimes the video gives it away too — for instance, one AI character's fingers keep appearing and disappearing on screen.

Harris names the company Suno as the main culprit behind the surge of such music. He was inspired by the posts of 39-year-old Italian producer Nihil Young, who had also spent months watching newcomers burst onto the scene with tracks resembling the “Suno sound.” In Young's view, many of them come from a simple scheme: people upload someone else's copyrighted songs — up to and including Madonna — and ask the platform to “rework” them. He stresses that if this can be done to the stars, then it can be done to anyone's catalog.

The price of it all

Young said that after his posts he faced hacking attempts and a wave of harassment from AI defenders, and someone apparently padded his Spotify account with fake followers to cast doubt on his authenticity. The producer, who has mixed recordings for Sony Music, Warner, and Universal, admits he began losing clients almost as soon as AI appeared.

Meanwhile, generated songs are confidently making their way into the mainstream. The AI avatar Xania Monet signed a $3 million contract, and according to Deezer, AI tracks already make up more than half of new uploads. Many listeners honestly admit they can't tell the machine from the human. Young sees the cause in habit: people consume music “like fast food” — in the background, out of a phone speaker, without really listening. A fake, he's convinced, only truly gives itself away in a good pair of headphones.

Source: The Verge