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Deezer's Free Tool Scans Your Streaming Playlists for AI-Generated Music

In our test, AI was hard to find in a sizable Spotify playlist library.

CNET 2 min read 6/10
Deezer's Free Tool Scans Your Streaming Playlists for AI-Generated Music
Key Takeaways
  • Deezer launched a free, publicly accessible tool in early 2025 that scans Spotify and Deezer playlists for AI-generated tracks using acoustic fingerprinting and metadata analysis.
  • A CNET test of a 2,000+ song Spotify library found the tool flagged fewer than five tracks as potentially AI-generated, with confidence scores below 60%.
  • Estimates suggest tens of thousands of AI-generated songs are uploaded to streaming platforms each month, posing a threat to royalty distribution and artist authenticity.
  • The detection tool relies on identifying telltale patterns in audio waveforms and file metadata that differ from typical human-produced recordings.
  • Deezer plans to roll out an automated, real-time scanning feature inside its own app by late 2025, shifting from manual playlist uploads to ongoing monitoring.
Deezer's new free tool promises to root out AI-generated songs from your streaming playlists, but our test of a sizable Spotify library turned up next to nothing. The music streaming service launched its AI music detection tool as a public web app, inviting anyone to upload their playlist data and receive a report flagging tracks likely made by generative algorithms. In an experiment using a real Spotify account with over 2,000 songs, the tool identified only a handful of tracks as potentially AI-generated—and even those came with low confidence scores. That result underscores a growing challenge: today's synthetic music is often indistinguishable from human-made recordings, especially when mixed into human-curated playlists. Deezer's tool works by analyzing audio fingerprints and metadata, comparing them against known patterns of AI generation, but the test suggests the technique still struggles to catch well-crafted fakes. With platforms like Spotify, Apple Music, and Tidal flooded with new uploads daily—some estimates peg AI-generated tracks at tens of thousands per month—Deezer's effort represents a first attempt at scalable detection, not a final solution. The free tool currently supports Spotify and Deezer playlists, and the company plans to expand to other platforms. Music industry insiders warn that without reliable detection, streaming services risk diluting royalties and eroding trust, as listeners inadvertently support artificial artists. Deezer says its goal is to preserve human creativity by giving users a way to verify authenticity. The next milestone will be an automated, real-time scanning feature integrated directly into the Deezer app, expected later this year. Until then, the tool serves as a fascinating but imperfect glimpse into the hidden world of AI music flooding our playlists.

Frequently Asked Questions

Deezer's tool analyzes audio fingerprints and metadata from tracks in your playlists. It compares them against known patterns common in AI-generated music, such as unnatural frequency distributions or repetitive structures, to flag likely synthetic songs.

Yes, the tool is completely free to use. You simply export your playlist data from Spotify or Deezer and upload it to the Deezer website for analysis.

In early tests, the tool struggled to find AI-generated songs in a large playlist, flagging very few with low confidence. The accuracy is expected to improve over time as the detection algorithms learn from more data.

No, the tool is not perfect. It can miss well-crafted synthetic tracks, especially those that closely mimic human production. Deezer describes it as a first step toward scalable detection.

Currently the tool supports playlists from Spotify and Deezer. Deezer plans to expand support to Apple Music, Tidal, and other streaming services in the future.

AI-generated music can flood platforms, diluting royalty pools and making it harder for human artists to be discovered. Reliable detection helps maintain trust and ensures listeners support genuine creativity.

Original source

www.cnet.com

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