Detecting AI Generated Music On Apple Music to Become Easier with Metadata Tags

Apple Music Enforces AI Accountability: New Transparency Tags Mandate Disclosure for Tracks, Lyrics, and Artwork

On March 4, Apple introduced the option for all labels and distributors uploading music to use ‘transparency tags’ hereon. This follows a long-standing demand from users of music streaming platforms to be able to identify AI generated music. After Spotify’s announcement last year to implement stronger AI protections, Apple followed suit by explaining the new provisions in a newsletter sent to music industry partners on Wednesday, March 3. Apple Music’s transparency tags focuses on four metadata elements: track (the music), composition (the lyrics), artwork and music video.

During the submission process, distributors can add these metadata tags to flag music that falls into one of the four aforementioned categories. Importantly, Apple has put the onus of determining what qualifies as AI content on each partner. In other words, partners can decide what parts of their content has ‘material portions created using AI’. According to the Company, the transparency tags are “a concrete first step toward the transparency necessary for the industry to establish best practices and policies that work for everyone”.  

While efforts to introduce greater transparency for users to identify the AI content in the music they consume is welcome, several issues persist at this stage. Firstly, there currently exists no consensus among companies on the system to be used for flagging AI content in music. In 2025, Spotify announced its support for the DDEX consortium’s newly developed industry standard for AI music credits. On the other hand, Apple’s proprietary tagging system is a step in a different direction, aligning with its philosophy of building an ecosystem of software-hardware synergy. This raises the question of the extent to which the DDEX credits system will be used across the industry.

Secondly, at some point labels and distributors would have to use Apple Music’s new transparency tags. Its current policy of imposing financial penalties on distributors who are involved in streaming fraud indicates punitive action will be imposed in this context as well, but the method of identifying AI music and nature of punishment awaits clarity.