Playlist, Track & Artist Inspector
Inspect an entire public playlist, a single song (URL or title), or an artist profile (URL or name). Cross-references MusicBrainz, Apple iTunes, and Deezer registries to measure release cadence, single-to-album ratios, copyright lines (℗/©), pre-2023 discography history, and audio stream entropy.
How the 8-Point Forensics Pipeline Scores Each Track
Pre-AI Era Discography
Cross-checks Apple iTunes and Deezer release timestamps. Artists with verifiable catalog entries prior to 2023 pre-date modern commercial music generators (Suno/Udio).
Release Cadence & Single Ratio
Measures total releases in the trailing 12 months and calculates the Single-to-Album ratio. Synthetic stream farms typically upload 15–50+ single-track releases per year.
MusicBrainz & Copyright (℗/©)
Verifies whether the artist has a documented entity ID in the MusicBrainz database and inspects ℗/© phonographic copyright strings for anonymous DIY distributors.
Audio Stream & Duration Window
Flags track durations clustering around 2:00 (120s) and 4:00 (240s) model context limits, and computes byte-level Shannon entropy (H), zero-crossing rate, and frame variance on preview streams.