Soulless – List of AI Artists Hiding on Spotify (soullessmusic.com)

A new AI music detector, dubbed "Soulless," has been developed to identify whether tracks on platforms like Spotify and Deezer are human-composed or generated by AI tools such as Suno or Udio. This innovative detector utilizes an ensemble of advanced models, including SONICS spectrogram models, a vocoder "fakeprint" detector, and extensive metadata scans from 30-second audio previews. By leveraging a dataset of approximately 97k songs—split evenly between real and AI-generated music—the detector enhances the precision of AI attribution and reduces false positives. The significance of this tool lies in its ability to address the growing concern within the music industry regarding the rise of AI-generated content. As AI continues to influence creative fields, establishing clear distinctions between human and machine-produced music becomes critical for authenticity and copyright considerations. The tool also promotes transparency by allowing users to scan their own Spotify playlists while raising awareness about the need for discernment in music consumption, especially in an era where the lines between human creativity and algorithmic generation are increasingly blurred.