Soulless Music

What it does

Soulless has an open source AI music analyzer and a curated directory of AI artists and AI-generated music on Spotify. Browse fake artists, see real monthly listeners, and spot the machines.

Soulless is a curated list of AI artists and AI-generated music on Spotify. Browse fake artists, see real monthly listeners, and downvote the machines.

AI artists hiding on Spotify. No bands, no studios, no soul, just machines and melody. Paste a Spotify or Deezer link and our detector calls it: human, or made by Suno, Udio and the rest. Our own detector: an ensemble of the SONICS spectrogram models, the lofcz vocoder fakeprint, and a metadata scan, running on 30-second store previews. MIT licensed. A music foundation model (like BERT for audio). Not a detector itself, but its embeddings are what modern detectors train a classifier on top of. A Spotify scanner that flags AI tracks using the SH Labs analyzer under the hood. SubmitHub's detector, trained on their huge stream of real, labelled human and AI submissions. Strong, but proprietary…from soullessmusic.com

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