AI Song Checker
Experimental estimator for AI-generated music. Paste a Spotify, SoundCloud, or Apple Music link.
Trending Artists
(most analyzed)
How this works
This tool combines multiple research-inspired methods: a SONICS SpecTTTra model trained on end-to-end synthetic songs (Suno/Udio), plus spectral and temporal heuristics similar to commercial detectors. Scores are estimates — not legal proof — and can be wrong on mastered, stemmed, or hybrid productions.
We believe this is one of the most accurate and advanced AI music detection systems available today.
The technology was developed by Adolf Ericsson, a pioneer in audio tech, a lead researcher of binaural audio and a long-standing innovator in audio science. He is also the founder of 8DMastering.com, where his work focuses on advanced binaural, immersive, and spatial audio technologies.
We are grateful that he has made this technology available free of charge to SpotiFame users.
The system is under continuous development and optimization, with new improvements, refinements, and detection capabilities being implemented on an ongoing basis. The current version represents the latest implementation and was uploaded July 2026.