Major Record Labels Sue AI Music Generator Suno Over Copyright Infringement Major record labels’ battle with AI music generator Suno has rapidly escalated from a broad copyright fight into a test case over how far tech firms can go in sourcing data from streaming platforms.

Early lawsuits over AI music training

In June, a coalition of major record labels — including Universal Music Group, Sony Music Entertainment, and Warner Records — filed lawsuits against AI music startups Suno and Udio, accusing them of violating copyright “en masse” by using unlicensed sound recordings to train their models. The Recording Industry Association of America (RIAA), representing the labels, framed the case as “straightforward” copyright infringement involving “unlicensed copying of sound recordings on a massive scale” and sought damages of up to $150,000 per work.

The suits targeted services that turn text prompts into fully produced songs, including Suno, which had already been integrated into Microsoft’s Copilot platform, and Udio, known for powering viral tracks like “BBL Drizzy.” Labels argue that such convincing AI output would be impossible without ingesting vast catalogs of copyrighted music.

Suno’s defense and rising tensions

When pressed about its training data, Suno reportedly told labels that the information was “confidential business information,” a stance Udio echoed, further inflaming industry concerns over opaque AI practices. Suno has publicly claimed that training on copyrighted materials is protected by fair use, citing emerging but not yet settled case law in its favor.

Amended complaint: from copyright to “stream ripping”

By September, the conflict deepened. The RIAA filed an amended complaint alleging that Suno had gone beyond unlicensed copying and had “knowingly pirated songs from YouTube” to train its generative music models. According to the filing, Suno “employed code to access, extract, copy, and download” works from YouTube — including tracks owned by Universal, Sony, and Warner — and bypassed YouTube’s “rolling cipher” encryption in violation of its terms of service.

The labels argue this conduct violates the anti-circumvention provisions of the Digital Millennium Copyright Act, which bar breaking technological measures that control access to protected works. No specific DMCA exception exists yet for training AI tools, making the case a potential landmark in defining how music, platforms, and AI models can legally intersect.

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