Inside Deepfake Music and How AI-Generated Sound Might Actually Help Compensate Musicians

Samson Amore

Samson Amore is a reporter for dot.LA. He holds a degree in journalism from Emerson College. Send tips or pitches to samsonamore@dot.la and find him on Twitter @Samsonamore.

Inside Deepfake Music and How AI-Generated Sound Might Actually Help Compensate Musicians
Evan Xie

Last week, a two-minute track released by a TikTok user under the handle ghostwriter977 that sounded like a new song by Drake and The Weeknd went viral. After surpassing 15 million views on TikTok, the song was later streamed more than 600,000 times. Then, Universal Music Group, who represents the two artists, requested it be taken down from music streamers including Apple Music, Deezer, Spotify and Tidal. The track was also later removed from YouTube and TikTok. Why? Because the song wasn’t actually created by the artists. It was generated by AI software.


To a casual listener, the song, “Heart on My Sleeve” does sound like Drake and The Weeknd, and it promptly illustrated the divide that’s been growing in the music industry over AI’s place in the music industry.. On one side, there’s artists, producers and mixers who are pro-AI, eager to see the potential creative and time-saving benefits of it. And, on the other, there’s a crowd of dedicated, older producers who want nothing to do with it. And accelerating the debate are meddlers like Ghostwriter977, or people on TikTok using AI to make Kanye West sound like he’s singing Adele.

The main argument for using AI in music is that it furthers the creative process. Some proponents also contend that it makes the music field easier for people with traditionally less experience to break into, if they can make a song without needing to know the intricacies of production. And, in the case of this latest Drake spoof, AI songs can jumpstart a person’s career – sometimes, without the world even knowing their name – much quicker than a label could dream of.

“I use it as inspiration to draw the structure to what I'm emulating or what I'm creating, and then create the final product,” said Alec Strasmore, Head of Digital Twins at Reflekt Studios and Post Malone's former assistant. He added that it’s unclear how the law might approach determining if something was written by an AI or not: “you can just generate it, and add your human touch to it at the finish line” to say it wasn’t made by a bot, Strasmore theorized.

Since the song mimicked Drake and the Weeknd but was technically original, it didn’t appear to violate a specific copyright. But opponents contend the central legal issue with any generative AI is whether it is trained on copyrighted material that is then used to produce the end result. The problem, of course, with how most AIs are developed is it can be difficult to trace that process backwards to figure out exactly what the AI learned from.

Generative AI is just beginning to face legal challenges; photo database Getty Images open-source AI art tool Stability AI in February, alleging its AI copied more than 12 million copyrighted images without permission. That case is still pending but it could set a precedent for how other industries, including music, handle AI.

“If it comes from the artist, in the sense of ‘hey, I think that’s wrong, take it down,’ it should be done,” Strasmore said. “If it’s this empire-like approach to being the sole owner of all your favorite artists’ sound and everything, and them coming after these individuals, I feel like is tyrannical and aggressive [and] I think that the artists should speak out about it before the labels come aggressively chasing these consumers and fans and, and creators.”

But to the point about ghostwriters not being paid, Strasmore said that’s where he sees an advantage. By bypassing the middleman – in this case, UMG or any of its myriad imprint labels – and going viral, the artist can reap more of the rewards, because they don’t have to share profits with production staff or a distribution partner. It’s the same strategy of making it big without a label by selling CDs out of the trunk of your car, only modernized.

“I also think it's powerful for the writers and the producers who haven't necessarily received the proper credit or payment throughout the years,” Strasmore noted. “They haven’t been paid in the way the artist gets paid. This is an opportunity for the producer and the artists to really own their music.”

But to be clear, this can go both ways. There’s, in theory, no reason UMG or another label couldn’t train a generative AI on the artist’s music and lyrics for the purpose of putting out a hit album. After all, there’s already a whole subset of musical deepfakes.

Matt Lara, a musician and product specialist at Native Instruments, noted that there’s a lack of regulation limiting how AI can be used in music production, or clarifying copyright issues. But he drew a clear line between inspiration and copyright infringement.

“If I heard a classical song, and then I go make a classic hip-hop song, should I have to credit the original classical artist?” Lara asked. “That's what we do as humans, everything we create and produce comes from inspiration that you gathered from something else.”

UMG for its part claimed that it is both interested in testing new technologies while also protecting its artists’ copyrights.

In a statement, UMG’s senior vice president of communications James Murtagh-Hopkins said UMG owes some of its success to using emerging technologies with its artists’ work. But, Murtagh-Hopkins noted, “the training of generative AI using our artists’ music (which represents both a breach of our agreements and a violation of copyright law) as well as the availability of infringing content created with generative AI on DSPs, begs the question as to which side of history all stakeholders in the music ecosystem want to be on: the side of artists, fans and human creative expression, or on the side of deep fakes, fraud and denying artists their due compensation.”

Murtagh-Hopkins also directly referenced “Heart On My Sleeve,” adding, “these instances demonstrate why platforms have a fundamental legal and ethical responsibility to prevent the use of their services in ways that harm artists. We’re encouraged by the engagement of our platform partners on these issues–as they recognize they need to be part of the solution.”

For his part, Lara said he sees particular utility in using AI to help him master multiple tracks at once.

“The mixing and mastering is definitely one of the most used; it's been used for a while, especially because it's so mathematic,” Lara added. One example he gave was a tool called Landr that uses “AI mastering tools to put your song in and then it does a whole bunch of mathematical calculations based on dynamic range and compression and pretty much spit out how your track sounds.”

Still, Lara said that he’s not certain that AI is good enough to make complex, fully-fledged tracks that aren’t reliant on just a hip-hop beat. But, he added, “that's just because the technology [hasn’t] progressed yet. I do think things will get there.”

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Image Source: Los Angeles World Airports

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Exciting developments are underway for Los Angeles as the city prepares for major upgrades in both travel and entertainment. The Los Angeles Board of Airport Commissioners has approved an additional $400 million for the Automated People Mover (APM) at LAX, increasing its total budget to $3.34 billion. This boost ensures the elevated train’s completion by December 8, 2025, with service starting in January 2026. For Angelenos, this means a significant improvement in travel convenience. The APM will streamline connections between parking, rental car facilities, and the new Metro transit station, drastically cutting traffic congestion around the airport. Imagine a future without the dreaded 30-minute traffic delays at LAX! The APM will operate 24/7, reducing airport traffic by 42 million vehicle miles annually and carrying 30 million passengers each year, while also creating thousands of local jobs and supporting small businesses.

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🤫 The Secret to Staying Fit at Your Desk: 6 Essential Under-Desk Exercise Machines

Health experts are sounding the alarm: our sedentary jobs are slowly killing us, yet we can't abandon our desks if we want to keep the lights on. It feels like we're caught between a rock and a hard place. Enter under-desk exercise machines – the overlooked heroes (albeit kind of goofy looking) of the modern workspace. These devices let tech professionals stay active, enhance their health, and increase their productivity, all without stepping away from their screens. Here are 6 fantastic options that will enhance the way you work and workout simultaneously.

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Daeyegim Quiet LED Remote Treadmill

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🤠Musk Picks Texas and 🔥Tinder AI Picks Your Profile Pictures

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Tinder is altering dating profile creation with its new AI-powered Photo Selector feature, designed to help users choose their most appealing dating profile pictures. This innovative tool employs facial recognition technology to curate a set of up to 10 photos from the user's device, streamlining the often time-consuming process of profile setup. To use the feature, users simply take a selfie within the Tinder app and grant access to their camera roll. The AI then analyzes the photos based on factors like lighting and composition, drawing from Tinder's research on what makes an effective profile picture.

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In wholly unrelated news, Elon Musk has announced plans to relocate the headquarters of X (formerly Twitter) and SpaceX from California to Texas. SpaceX will move from Hawthorne to Starbase, while X will shift from San Francisco to Austin. Musk cited concerns about aggressive drug users near X's current headquarters and a new California law regarding gender identity notification in schools as reasons for the move. This decision follows Musk's previous relocation of Tesla's headquarters to Texas in 2021.

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