this post was submitted on 22 Nov 2025
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A survey published last week suggested 97% of respondents could not spot an AI-generated song. But there are some telltale signs - if you know where to look.

Here's a quick guide ...

  • No live performances or social media presence

  • 'A mashup of rock hits in a blender'

A song with a formulaic feel - sweet but without much substance or emotional weight - can be a sign of AI, says the musician and technology speaker, as well as vocals that feel breathless.

  • 'AI hasn't felt heartbreak yet'

"AI hasn't felt heartbreak yet... It knows patterns," he explains. "What makes music human is not just sound but the stories behind it."

  • Steps toward transparency

In January, the streaming platform Deezer launched an AI detection tool, followed this summer by a system which tags AI-generated music.

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[–] v4ld1z@lemmy.zip 9 points 1 day ago

My first experience with AI music was when I was on my usual 90s hip-hop/rap vibe and got recommended some channels with alleged underground hits. There definitely were a couple channels that put out legit mixes that did have a lot of music and artists I didn't know prior, but one of the mixes was weird. I could tell immediately, less than a minute in, mainly because of the vocals that sounded super generic as well kind of robotic in addition to a very out of place beat that doesn't sound at all like it'd belong in the 90s/2000s era of rap music. Had it not been for the vocals in tandem with the mismatched beat (obviously created by someone who doesn't know jack about the music genre and the ear it's supposed to represent), I might not have spotted the AI involved.

The scary and sad part is that I doubt YouTube will do anything about it despite reports and that there are so many people that either don't care or don't know/realise. Only saw like one or two other comments calling out that mix having been made with AI