German court rules AI music generator Suno infringed copyright in GEMA case
A Munich ruling against the $5.4 billion AI music start-up establishes that training neural networks on protected songs constitutes reproduction under EU law, reshaping licensing prospects across Europe's creative economy.
A German court has found that AI music platform Suno infringed copyright by training its generative model on six well-known songs without permission, handing the German collecting society GEMA a victory that lawyers expect to ripple across the European music and technology sectors.
The ruling, delivered in a case GEMA brought over tracks including Alphaville's "Forever Young" and "Big in Japan", Boney M.'s "Daddy Cool" and "Rasputin", Lou Bega's "Mambo No. 5" and Kristina Bach's "Atemlos", concluded that Suno's outputs reproduced the melodic, harmonic and rhythmic structures of those works.
How the court dismantled Suno's defence
Suno's central argument was technical: encoding audio into the statistical weights of a machine-learning model, the company contended, does not amount to reproducing a work because no discrete audio file is stored. The court rejected that position outright. It held that embedding musical characteristics into a neural network's parameters satisfies the EU legal definition of physical fixation, the same doctrine the judiciary applied in its 2025 ruling against OpenAI over song lyrics.
The judges also dismissed Suno's attempt to shelter under the EU's text and data mining exemptions. Those carve-outs, the court found, do not extend to commercial generative models whose outputs serve as substitutes for the original works.
Evidence presented at the March hearing further showed that Suno had scraped the six tracks directly from YouTube, circumventing a technical protection measure known as Rolling Cipher that was specifically designed to block automated downloads.
A ruling with continental reach
GEMA chief executive Tobias Holzmueller called the decision "a verdict of global significance." The language is not idle. The judgment interprets EU-wide copyright directives, meaning its reasoning will carry persuasive weight in similar disputes in France, the Netherlands, Spain and other member states where collecting societies are watching closely.
For record labels, publishers and streaming platforms, the ruling clarifies a question that has stalled licensing negotiations since generative AI tools became commercially viable: whether AI developers need explicit permission before ingesting catalogues of recorded music. The court's answer is unambiguous.
Suno pushes back
Suno, which reached a $5.4 billion valuation in a June funding round, said it disagrees with the judgment and will evaluate all options, including an appeal. An appeal would likely push the matter toward the European Court of Justice, where a definitive interpretation of how copyright fixation applies to model parameters could set binding precedent for all 27 member states.
For the broader AI industry operating in Europe, the immediate practical effect is pressure to negotiate licensing agreements before training on protected content, rather than treating copyright clearance as a problem to litigate after the fact. The cost of doing otherwise, as Suno has now learned, is a public finding of infringement in one of the continent's most commercially important music markets.
