songs in LAION-DISCO-12M under the artist name
A list of 12 million songs on YouTube Music, gathered by walking artist pages, that LAION published in 2024 for training general music models.
Including Promised Land, Retribution, The End
Artist Pitch Black Process on YouTube Music
Yes. Pitch Black Process has 13 songs listed in a dataset used to train AI music models.
Listed under the artist name 13 songs in LAION-DISCO-12M
Matched exactly: this YouTube Music artist id is the one the dataset lists these songs under.
Promised Land
Listed as Pitch Black Process – Promised Land (Affliction: Execution Is Necessary) · Watch on YouTube
youtube_video 1_h75SHvOXo · row 1_h75SHvOXo
LAION-DISCO-12M
Retribution
Listed as Pitch Black Process – Retribution (Affliction: Execution Is Necessary) · Watch on YouTube
youtube_video 54DqJX0ofns · row 54DqJX0ofns
LAION-DISCO-12M
The End
Listed as Pitch Black Process – The End (Affliction: Execution Is Necessary) · Watch on YouTube
youtube_video 5sAKOwJ-HKI · row 5sAKOwJ-HKI
LAION-DISCO-12M
Chaos of Two Thousands
Listed as Pitch Black Process – Chaos of Two Thousands (Affliction: Execution Is Necessary) · Watch on YouTube
youtube_video DLb7AAt3I-g · row DLb7AAt3I-g
LAION-DISCO-12M
New World
Listed as Pitch Black Process – New World (Affliction: Execution Is Necessary) · Watch on YouTube
youtube_video Nx3ozcnUYZI · row Nx3ozcnUYZI
LAION-DISCO-12M
Raven
Listed as Pitch Black Process – Raven (Affliction: Execution Is Necessary) · Watch on YouTube
youtube_video S-iThVNXLT4 · row S-iThVNXLT4
LAION-DISCO-12M
WWW
Listed as Pitch Black Process – WWW (Affliction: Execution Is Necessary) · Watch on YouTube
youtube_video d0Y9YJaLqBY · row d0Y9YJaLqBY
LAION-DISCO-12M
The Question
Listed as Pitch Black Process – The Question (Affliction: Execution Is Necessary) · Watch on YouTube
youtube_video jaHUC89TMko · row jaHUC89TMko
LAION-DISCO-12M
Hollow
Listed as Pitch Black Process – Hollow (Affliction: Execution Is Necessary) · Watch on YouTube
youtube_video mDKB9UOZoT8 · row mDKB9UOZoT8
LAION-DISCO-12M
Palaces of Hell
Listed as Pitch Black Process – Palaces of Hell (Affliction: Execution Is Necessary) · Watch on YouTube
youtube_video nTlvmTLxg2U · row nTlvmTLxg2U
LAION-DISCO-12M
Dark Side of Creation
Listed as Pitch Black Process – Dark Side of Creation (Affliction: Execution Is Necessary) · Watch on YouTube
youtube_video rlTw1JCjILE · row rlTw1JCjILE
LAION-DISCO-12M
Sweet Darkness
Listed as Pitch Black Process – Sweet Darkness (Affliction: Execution Is Necessary) · Watch on YouTube
youtube_video yCUMDFvInsQ · row yCUMDFvInsQ
LAION-DISCO-12M
The Cause
Listed as Pitch Black Process – The Cause (Affliction: Execution Is Necessary) · Watch on YouTube
youtube_video yfHKxBw7UQ0 · row yfHKxBw7UQ0
LAION-DISCO-12M
What this means
Last reviewed 2026-09-24.
Presence in a public research dataset shows that a clip of your recording was listed by academic or industry researchers as material for building or testing audio models. It does not by itself show which commercial products, if any, used the clip. The legal picture is moving. On 31 July 2026 the Regional Court of Munich I ruled in GEMA's case against Suno (case 42 O 763/25) that reproducing works for training, holding them in a model in retrievable form, and generating similar outputs can each infringe copyright under German and EU law; the judgment is not final and can be appealed. In the United States, Warner Music Group settled its claims against Suno on 25 November 2025 with a licensing deal, while the parallel claims by Universal and Sony were still pending at that point. Since then BMG (12 August 2026) and Believe/TuneCore (8 September 2026) have signed opt-in licensing deals with Suno.
- DLA Piper: Creation of music with generative AI may be copyright infringement (GEMA v Suno, LG München I, 42 O 763/25), 2026-08-28
- Music Business Worldwide: Warner Music Group settles with Suno, strikes first-of-its-kind deal, 2025-11-25
- Music Ally: Suno signs another music licensing deal, with BMG, 2026-08-12
- Music Business Worldwide: Suno inks global deal with Believe, 2026-09-08
What you can do
3 routes. None is a guarantee.
- UK, PRS members. Send PRS for Music your report and ask what collective or licensing route covers your works.
- Germany, GEMA members. GEMA won a first-instance ruling against Suno on 31 July 2026 and has a licensing model. Ask how they apply to your repertoire.
- Signed to Warner, BMG or Believe/TuneCore. Each has an opt-in licensing deal with Suno. Ask your label what opting in or out means for you and whether any settlement money reaches artists.
Is this you?
These pages report where identifiers from public research datasets point. Presence in a dataset is a fact about the dataset, not a claim about the channel or artist, and says nothing about what any company did with the material. If you are this artist and want this page removed, see removals.