Welcome to Soulless Music
Downvote any machine you dislike.See what they earn → ArticleSoulless
How we built an AI-music detector for Soulless
ArticleSoulless
Which Suno made it? Version attribution
ArticleSoulless
Shipping the detector: a Mac mini in production
ArticleSoulless
Calibrating the model for false positives
ArticleSoulless
We called a real song AI: teaching the detector self-doubt
ArticleSoulless
AI attribution: Suno v4 hole and Udio
ArticleSoulless
Scan your own Spotify (and why Discover Weekly is off-limits)
AI music detector
Paste a Spotify or Deezer link and our detector calls it: human, or made by Suno, Udio and the rest.
ArticleThe Atlantic
The Free Music Archive Dataset
ArticleHypebeast
Bad Bunny, Taylor Swift Among 21 Million Artists Whose Music Was Secretly Used to Train AI
ArticleThe Verge
The Atlantic created a searchable database of the music used to train AI
ArticleThe Atlantic
The Millions of Songs Mashed Into AI-Generated Music
ArticleForbes
How To Tell If Your Favorite Music Artist Is AI-Generated
ToolDeezer
Deezer's AI Music Detector
ToolSlopTracker
SlopTracker: Exposing AI-Generated Artists on Spotify
PaperarXiv
Stable Audio Open
ArticleSoulless
How we built an AI-music detector for Soulless
ArticleSoulless
Which Suno made it? Version attribution