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 …
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No live performances or social media presence
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‘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.



I fell hard for Dysmn, who was suspiciously dropping new music every few days. I really liked the sound, and I haven’t found anything that sounds like that since. 270+ videos in under 2 years. I realized it wasn’t human after a month or two.
Soooo, if anybody knows a great jazzy EDM metal noise, let me know.
I looked that up, and it actually slaps. Not really my genre, but I can see how people would assume it’s real people.
Humans are primarily visual creatures, so we can detect the slop in AI images a LOT faster than we can in audio.
Human artists are going to have to get a lot weirder to out-innovate AI music, and I’m actually happy about that. Weird music is the best.
I think this might be a way AI and humans can actually work together. A lot of musicians are creating digitally anyway. They might have to rely on drum loops if they aren’t good at beats. Iterating with an AI to get the right beat would be better than a loop, and still be a human making it.
However, I have reservations about the AI doing everything with little or no human involvement.
That’s just like, your opinion
Right, pretty sure everyone but you knows it’s an opinion.
I think (think means opinion) most people, besides you, would agree that having a beat that is unique and not just downloaded from a loop library will produce a song that is more original.
Do you create your own samples from scratch too? Kudos if you do, I haven’t done that since the 90’s, and I consider my music original. Ever used an arpeggiator? Or randomized patterns? Used a synth lead that came with the synth?
The distinction between automation and AI breaks down somewhere.
I like to take real life sounds and put layers of effects on them to make them indistinguishable from the original. My drum is me playing my cat’s butt (meow, slap). I love to take quick sounds and slow them down ~100k% and get really weird atmospheric drones, etc.
When it comes to involving AI, which I haven’t done yet, I’d love to use it to quickly iterate over ideas. I spend a lot of time chasing an idea and having it fall apart. I like the process, sure, but I’d prefer to have more wins.
Hey, man, I feel that.
But yeah I heard a friend of mine also slows down slices and makes new sounds out of them. I have not been able to get to a studio in years, unfortunately, but I hear it can be done!
And that’s how I “use” Suno, too. Song ideas. I would never be able to live with myself if I just published an AI song, but I think using it to explore ideas is fair game. But then, you can download the stems in WAV, so you can basically use that instead of buying pre-made tracks from musicians on like Apple Store or whatever.
Which only comes back to the problem that it will likely hurt musicians and make life harder for everyone. I don’t know man, I’m just as nonplussed about the whole fucking thing as anyone.
“In my imagination I speak for all people and we all think I’m right” chatGPT is literally rotting your brain bro
“The main issue musicians are struggling with is originality; AI can help :)” get a grip. Notice how in order for you to insert “ai” into this process you have to construct a fantasy where a totally uncreative person lazily drags a low quality beat into their project without a further care in the world? The root of your little fantasy here is simple and inescapable: AI is only appealing to boring, uncreative, soulless people. I know it, and you know it, which is why out of all the limitless possibilities your first argument is that it would be superior to something you already consider shit.
Strawman much?
“I refuse to have a polite conversation” - you. It’s exactly what you said, because it’s in quotes and I know how to use quotes. Hah.
I disagree.
If a person plays guitar-but not piano, and they feed their track into an AI and ask it to generate a backup piano track with specific instructions about how it should sound, they should be… denied that?
What should they do if they want a track that involves an instrument they can’t play? Hire someone? With what money? lol.
Great job pretending not to know the concept of a summary! Also bonus points for conceding my points by ignoring them and moving on
As for this little game you and all slop pushers like to play where you try to come up with problems that don’t exist so AI can solve them: I can’t help but to notice the main character of your second attempt here doesn’t have any friends they can make music with.
The reason they have no musical friends is most likely because they keep getting ghosted after showing people their humiliating AI demos. It’s gonna be a recurring problem for them until someone is polite enough to tell them the truth to their face
The artist is upfront that it is just one person making music, and they say it is AI assisted in their discord.
Can’t say any legit bands that sound exactly like that, But some of the guitar and metal notes sounds inspired by Polyphia, Playing God (sorry for the yt link) might scratch your itch, otherwise look up the math rock genre, might find some gems there. Wish you the best of luck!
Gonna make a quick edit, Unprocessed 100% deserves a recommendation in this genre. Occasionally have some EDM but mainly more on the metal side, but still have some extraordinary strings akin to Polyphia
I’m enjoying a lot of Unprocessed’s Angel album. I’m also going to have to look at Polyphia and Playing God.
Math rock is one of the ways they advertised themselves. Also djent, but I’m not seeing that.
Check out a band called Unprocessed. I just found them after they did a collab with Polyphia’s guitarist, another band to check out. It really sounds like this style.
You are the second person to recommend Unprocessed. Almost 10 minutes into the Angel album. It’s pretty good, definitely hits the target.
I’ll have to check out Polyphia as well.