CONFIDENTIAL // SUPPLY CHAIN AUDIT
Risk Level: Critical

The Liability of
Dirty Data.

"I was a contributor to WhoSampled in 2013 during the Echo Nest era. I know where the cracks are. Spotify is currently importing a database filled with false positives and human error."

— Carlos "C12" Bess

Exhibit A: The "S.C.R." Protocol Failure

Case #001: The Cenobites FALSE POSITIVE
Actual Audio Source Power Of Zeus
"The Sorcerer of Isis"
WhoSampled Database S.C.R.
(Ralph Vargas & Carlos Bess)
The Insight: The database is "hallucinating" my involvement. I did not play on this track, yet WhoSampled credits me. If Spotify pays based on this, they are paying the wrong people.
View False Record ↗
Case #002: Sly & The Family Stone MISATTRIBUTION
Actual Audio Source Sly & The Family Stone
"Sing a Simple Song"
WhoSampled Database S.C.R. (False Credit)
The Insight: The human moderators cannot distinguish between a "Sound-Alike" and the Master Recording. They are redirecting credit from a legend (Sly Stone) to us erroneously.
View Database Error ↗

Systemic Failures

  • 1. The "Gatekeeper" Ego (J Dilla)

    Moderators frequently reject correct sample submissions simply because they "don't hear it" or the formatting is wrong. The J Dilla track "Welcome To The Show" (sampling Motherlode) was rejected multiple times by moderators despite audio proof.

  • 2. The "Remaster" Trap

    WhoSampled users often link to "2011 Remastered" versions on YouTube. This changes the audio fingerprint (Loudness/EQ). If Spotify trains their recognition on these links, their detection algorithms will fail against the original vinyl masters.

  • 3. The "Loop Pack" Pollution

    The database is currently flooded with "Splice" and "Loop Pack" entries that are misidentified as vintage breaks. This creates a legal minefield where royalty-free loops are flagged as copyright infringements.

The Solution is Forensic.

CMORE replaces human opinion with spectral truth.

INITIATE DATA CLEANUP