YouTrained

Artist Ghetto Barbie on YouTube Music

Yes. Ghetto Barbie has 17 songs listed in a dataset used to train AI music models.

Used for training 17

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 Fallin (feat. Bosschikkbitzas), Irrelavant, Sorry 4 the Waist

Listed under the artist name 17 songs in LAION-DISCO-12M

Matched exactly: this YouTube Music artist id is the one the dataset lists these songs under.

Fallin (feat. Bosschikkbitzas)

Listed as ghetto barbie – Fallin (feat. Bosschikkbitzas) (Sorry 4 the Waist) · Watch on YouTube

youtube_video 04NByfxyD7o · row 04NByfxyD7o

LAION-DISCO-12M

Irrelavant

Listed as ghetto barbie – Irrelavant (Sorry 4 the Waist) · Watch on YouTube

youtube_video 7bDsFcSDxJQ · row 7bDsFcSDxJQ

LAION-DISCO-12M

Sorry 4 the Waist

Listed as Ghetto Barbie – Sorry 4 the Waist (Sorry 4 the Waist 2) · Watch on YouTube

youtube_video 9GwNpcPBzqk · row 9GwNpcPBzqk

LAION-DISCO-12M

Baby Daddy

Listed as Ghetto Barbie – Baby Daddy (Baby Daddy) · Watch on YouTube

youtube_video 9LgjdViiiYA · row 9LgjdViiiYA

LAION-DISCO-12M

LiT

Listed as ghetto barbie – LiT (Sorry 4 the Waist) · Watch on YouTube

youtube_video BYvzliOKvh8 · row BYvzliOKvh8

LAION-DISCO-12M

100 Bottles (feat. Masertai Grand)

Listed as ghetto barbie – 100 Bottles (feat. Masertai Grand) (Sorry 4 the Waist) · Watch on YouTube

youtube_video Fc_tbCsCUzg · row Fc_tbCsCUzg

LAION-DISCO-12M

Outro (feat. Bosschikkbitzas)

Listed as ghetto barbie – Outro (feat. Bosschikkbitzas) (Sorry 4 the Waist) · Watch on YouTube

youtube_video FmPfQ0iA-YU · row FmPfQ0iA-YU

LAION-DISCO-12M

Swipers (feat. Bosschikkbitzas)

Listed as ghetto barbie – Swipers (feat. Bosschikkbitzas) (Sorry 4 the Waist) · Watch on YouTube

youtube_video KDWN0PpChLo · row KDWN0PpChLo

LAION-DISCO-12M

No Pocket Change

Listed as Ghetto Barbie – No Pocket Change (No Pocket Change) · Watch on YouTube

youtube_video PwmeWcrfUoM · row PwmeWcrfUoM

LAION-DISCO-12M

Turn up Bih

Listed as Ghetto Barbie – Turn up Bih (Sorry 4 the Waist 2) · Watch on YouTube

youtube_video ZgU2q9F2sZo · row ZgU2q9F2sZo

LAION-DISCO-12M

4rm a Ni66a

Listed as Ghetto Barbie – 4rm a Ni66a (Sorry 4 the Waist 2) · Watch on YouTube

youtube_video ca8V7XCjvzQ · row ca8V7XCjvzQ

LAION-DISCO-12M

He a Dawg

Listed as Ghetto Barbie – He a Dawg (He a Dawg) · Watch on YouTube

youtube_video f5uauo4f0yc · row f5uauo4f0yc

LAION-DISCO-12M

F*Ck My P.O

Listed as ghetto barbie – F*Ck My P.O (Sorry 4 the Waist) · Watch on YouTube

youtube_video hFa6nlVHxII · row hFa6nlVHxII

LAION-DISCO-12M

Bag (Bonus Track)

Listed as Ghetto Barbie – Bag (Bonus Track) (Sorry 4 the Waist 2) · Watch on YouTube

youtube_video hPj6moXy7YM · row hPj6moXy7YM

LAION-DISCO-12M

Like I Love You

Listed as Ghetto Barbie – Like I Love You (Sorry 4 the Waist 2) · Watch on YouTube

youtube_video huaUlzvdlNE · row huaUlzvdlNE

LAION-DISCO-12M

B.H.A (Beat Her A$$)

Listed as Ghetto Barbie – B.H.A (Beat Her A$$) (Sorry 4 the Waist 2) · Watch on YouTube

youtube_video lAy8akz3ac8 · row lAy8akz3ac8

LAION-DISCO-12M

Shopping Spree

Listed as Ghetto Barbie – Shopping Spree (Sorry 4 the Waist 2) · Watch on YouTube

youtube_video yFPQuXuC92M · row yFPQuXuC92M

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.

What you can do

3 routes. None is a guarantee.

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