Yes. Fat Bastard has 151 songs listed in a dataset used to train AI music models.

Used for training 151

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 Double That (feat. Dough & B.A.B.), Freestyle, Spit Yo Game Freestyle

Listed under the artist name 151 songs in LAION-DISCO-12M

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

Double That (feat. Dough & B.A.B.)

Listed as Fat Bastard – Double That (feat. Dough & B.A.B.) (Return Of The Bellyman) · Watch on YouTube

youtube_video --lB54CFfA4 · row --lB54CFfA4

LAION-DISCO-12M

Freestyle

Listed as Fat Bastard – Freestyle (Hungry in the Game) · Watch on YouTube

youtube_video -bYe2bR5nPQ · row -bYe2bR5nPQ

LAION-DISCO-12M

Spit Yo Game Freestyle

Listed as Fat Bastard – Spit Yo Game Freestyle ([Screwed] Return Of The Bellyman) · Watch on YouTube

youtube_video 03lSkl5rO1A · row 03lSkl5rO1A

LAION-DISCO-12M

Freestyle (feat. Big Tite)

Listed as Fat Bastard – Freestyle (feat. Big Tite) (Return Of The Bellyman) · Watch on YouTube

youtube_video 1NogrE78QV0 · row 1NogrE78QV0

LAION-DISCO-12M

350 Highland Hills (Chopped & Screwed) (feat. Addiction)

Listed as Fat Bastard, Tum Tum, Dirty South Rydaz – 350 Highland Hills (Chopped & Screwed) (feat. Addiction) (Respect It or Check It) · Watch on YouTube

youtube_video 26wVXMD77VQ · row 26wVXMD77VQ

LAION-DISCO-12M

Stack On Desk (feat. Dam D & Rambo)

Listed as Fat Bastard – Stack On Desk (feat. Dam D & Rambo) (Hungry in the Game) · Watch on YouTube

youtube_video 28BTgdRiR28 · row 28BTgdRiR28

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Money On My Mind

Listed as Fat Bastard – Money On My Mind (Return Of The Bellyman) · Watch on YouTube

youtube_video 2A5uB6TxDCo · row 2A5uB6TxDCo

LAION-DISCO-12M

Hustling Freestyle

Listed as Fat Bastard – Hustling Freestyle ([Screwed] Return Of The Bellyman) · Watch on YouTube

youtube_video 3is8R1w23pw · row 3is8R1w23pw

LAION-DISCO-12M

Freestyle (feat. Lil’ Richard & B.A.B.)

Listed as Fat Bastard – Freestyle (feat. Lil’ Richard & B.A.B.) (Return Of The Bellyman) · Watch on YouTube

youtube_video 4oy48KWBN7g · row 4oy48KWBN7g

LAION-DISCO-12M

Double That (feat. Dough & B.A.B.)

Listed as Fat Bastard – Double That (feat. Dough & B.A.B.) ([Screwed] Return Of The Bellyman) · Watch on YouTube

youtube_video 4pvfyZHD-gg · row 4pvfyZHD-gg

LAION-DISCO-12M

Marked Man

Listed as Fat Bastard – Marked Man (Future Beats Vol 01: Electro Tribal Breakbeat & Tech House) · Watch on YouTube

youtube_video 4xXYGX0f5ic · row 4xXYGX0f5ic

LAION-DISCO-12M

Grind With Me

Listed as Fat Bastard – Grind With Me ([Screwed] Return Of The Bellyman) · Watch on YouTube

youtube_video 5FgP645oI4o · row 5FgP645oI4o

LAION-DISCO-12M

Raindrops (Chopped & Screwed) (feat. Lil’ Za)

Listed as Fat Bastard, Tum Tum, Dirty South Rydaz – Raindrops (Chopped & Screwed) (feat. Lil’ Za) (Respect It or Check It) · Watch on YouTube

youtube_video 5LlV9RyC4VA · row 5LlV9RyC4VA

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Represent (feat. Chase Pat)

Listed as Fat Bastard – Represent (feat. Chase Pat) ([Screwed] Return Of The Bellyman) · Watch on YouTube

youtube_video 5aH-FrHaHpo · row 5aH-FrHaHpo

LAION-DISCO-12M

Down South (feat. E-Class)

Listed as Fat Bastard – Down South (feat. E-Class) (Hungry in the Game) · Watch on YouTube

youtube_video 72qpoW6GKFo · row 72qpoW6GKFo

LAION-DISCO-12M

Fat Bastard Flow

Listed as Fat Bastard – Fat Bastard Flow ([Screwed] Return Of The Bellyman) · Watch on YouTube

youtube_video 7bFS4lfhIl4 · row 7bFS4lfhIl4

LAION-DISCO-12M

Real Hustlaz (feat. B.A.B.)

Listed as Fat Bastard – Real Hustlaz (feat. B.A.B.) ([Screwed] Return Of The Bellyman) · Watch on YouTube

youtube_video 7ixWc2H62v0 · row 7ixWc2H62v0

LAION-DISCO-12M

I'm Sprung

Listed as Fat Bastard – I'm Sprung ([Screwed] Return Of The Bellyman) · Watch on YouTube

youtube_video 7j6lU2ogwF4 · row 7j6lU2ogwF4

LAION-DISCO-12M

Freestyle (feat. Rifleman)

Listed as Fat Bastard – Freestyle (feat. Rifleman) (Hungry in the Game) · Watch on YouTube

youtube_video B2H4OoNB7Ps · row B2H4OoNB7Ps

LAION-DISCO-12M

Freestyle

Listed as Fat Bastard – Freestyle (Return Of The Bellyman) · Watch on YouTube

youtube_video BDahSRRNwcI · row BDahSRRNwcI

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Freestyle

Listed as Fat Bastard – Freestyle ([Screwed] Return Of The Bellyman) · Watch on YouTube

youtube_video DodNbwLaNNc · row DodNbwLaNNc

LAION-DISCO-12M

Freestyle (feat. Rifleman)

Listed as Fat Bastard – Freestyle (feat. Rifleman) (Hungry in the Game) · Watch on YouTube

youtube_video IYBBH7zIMFU · row IYBBH7zIMFU

LAION-DISCO-12M

Can’t Do It Like Me (feat. Lil’ O & Killa Kyleon)

Listed as Fat Bastard – Can’t Do It Like Me (feat. Lil’ O & Killa Kyleon) (Hungry in the Game) · Watch on YouTube

youtube_video I__5IHm9wDc · row I__5IHm9wDc

LAION-DISCO-12M

Freestyle

Listed as Fat Bastard – Freestyle (Return Of The Bellyman) · Watch on YouTube

youtube_video JTJMqD9MLTg · row JTJMqD9MLTg

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Stay Fly

Listed as Fat Bastard – Stay Fly ([Screwed] Return Of The Bellyman) · Watch on YouTube

youtube_video KGCV4z8Zq6M · row KGCV4z8Zq6M

LAION-DISCO-12M

Interlude

Listed as Fat Bastard – Interlude ([Screwed] Return Of The Bellyman) · Watch on YouTube

youtube_video LzQV3YBHvQg · row LzQV3YBHvQg

LAION-DISCO-12M

DSR Soldier (Chopped & Screwed) (feat. Lil’ Ronnie)

Listed as Fat Bastard, Tum Tum, Dirty South Rydaz – DSR Soldier (Chopped & Screwed) (feat. Lil’ Ronnie) (Respect It or Check It) · Watch on YouTube

youtube_video MIVLj_kBztQ · row MIVLj_kBztQ

LAION-DISCO-12M

Infrared

Listed as Fat Bastard – Infrared (Future Beats Vol 01: Electro Tribal Breakbeat & Tech House) · Watch on YouTube

youtube_video MdrcDGsJYsU · row MdrcDGsJYsU

LAION-DISCO-12M

Money Makin’ Mitch

Listed as Fat Bastard – Money Makin’ Mitch (Get In My Belly III) · Watch on YouTube

youtube_video P6xt0fJsClg · row P6xt0fJsClg

LAION-DISCO-12M

Smoke It Out (feat. Rasaq Boy)

Listed as Fat Bastard – Smoke It Out (feat. Rasaq Boy) (Hungry in the Game) · Watch on YouTube

youtube_video PpITOujtDzU · row PpITOujtDzU

LAION-DISCO-12M

GIMB3

Listed as Fat Bastard – GIMB3 (Get In My Belly III) · Watch on YouTube

youtube_video Q9kEvJgw1tQ · row Q9kEvJgw1tQ

LAION-DISCO-12M

Lets Ride (feat. NFL Boyz)

Listed as Fat Bastard – Lets Ride (feat. NFL Boyz) (Return Of The Bellyman) · Watch on YouTube

youtube_video QCZBJ6eBcXo · row QCZBJ6eBcXo

LAION-DISCO-12M

We Got U Ready (feat. Big Hud)

Listed as Fat Bastard – We Got U Ready (feat. Big Hud) (Hungry in the Game) · Watch on YouTube

youtube_video VZQqFpoOLfo · row VZQqFpoOLfo

LAION-DISCO-12M

Intro

Listed as FAT BASTARD – Intro (Ducq Brain) · Watch on YouTube

youtube_video VkPgUASGjMA · row VkPgUASGjMA

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Freestyle

Listed as Fat Bastard – Freestyle ([Screwed] Return Of The Bellyman) · Watch on YouTube

youtube_video XNySto0m2hg · row XNySto0m2hg

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Letz Ride (feat. Spark Dawg & ESG)

Listed as Fat Bastard – Letz Ride (feat. Spark Dawg & ESG) (Hungry in the Game) · Watch on YouTube

youtube_video XfV2LfRI9Zg · row XfV2LfRI9Zg

LAION-DISCO-12M

Freestyle

Listed as Fat Bastard – Freestyle (Hungry in the Game) · Watch on YouTube

youtube_video ZxoaoJdZXvo · row ZxoaoJdZXvo

LAION-DISCO-12M

Move Dat Dope (feat. Yung)

Listed as Fat Bastard – Move Dat Dope (feat. Yung) (Get In My Belly III) · Watch on YouTube

youtube_video ahRyt8fKyeI · row ahRyt8fKyeI

LAION-DISCO-12M

Used Tampons

Listed as FAT BASTARD – Used Tampons (Ducq Brain) · Watch on YouTube

youtube_video b56AixEJucA · row b56AixEJucA

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Freestyle

Listed as Fat Bastard – Freestyle ([Screwed] Return Of The Bellyman) · Watch on YouTube

youtube_video d0fGKLcWtEA · row d0fGKLcWtEA

LAION-DISCO-12M

Ballin Is My Philosophy (Chopped & Screwed) (feat. Big Tuck)

Listed as Fat Bastard, Tum Tum, Dirty South Rydaz – Ballin Is My Philosophy (Chopped & Screwed) (feat. Big Tuck) (Respect It or Check It) · Watch on YouTube

youtube_video d5opkAjpqys · row d5opkAjpqys

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Stoner

Listed as Fat Bastard – Stoner (Get In My Belly III) · Watch on YouTube

youtube_video dgSzuIP_ipk · row dgSzuIP_ipk

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Freestyle (feat. Shakebake & J Prices)

Listed as Fat Bastard – Freestyle (feat. Shakebake & J Prices) (Hungry in the Game) · Watch on YouTube

youtube_video hv-1NNYT8Kc · row hv-1NNYT8Kc

LAION-DISCO-12M

Freestyle

Listed as Fat Bastard – Freestyle ([Screwed] Return Of The Bellyman) · Watch on YouTube

youtube_video p3c3QITCMXY · row p3c3QITCMXY

LAION-DISCO-12M

Pimpin (Chopped & Screwed) (feat. Double T)

Listed as Fat Bastard, Tum Tum, Dirty South Rydaz – Pimpin (Chopped & Screwed) (feat. Double T) (Respect It or Check It) · Watch on YouTube

youtube_video qeWnYjwC9X8 · row qeWnYjwC9X8

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Freestyle

Listed as Fat Bastard – Freestyle (Return Of The Bellyman) · Watch on YouTube

youtube_video rGc71yGT8kw · row rGc71yGT8kw

LAION-DISCO-12M

War Ready

Listed as Fat Bastard – War Ready (Get In My Belly III) · Watch on YouTube

youtube_video tly7NPf1UMU · row tly7NPf1UMU

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Freestyle

Listed as Fat Bastard – Freestyle ([Screwed] Return Of The Bellyman) · Watch on YouTube

youtube_video u59LP9xf3Bs · row u59LP9xf3Bs

LAION-DISCO-12M

DJ Black Intro

Listed as Fat Bastard – DJ Black Intro ([Screwed] Return Of The Bellyman) · Watch on YouTube

youtube_video whAtpstRlw4 · row whAtpstRlw4

LAION-DISCO-12M

Ni**az Act Worse Then Hoes

Listed as Fat Bastard – Ni**az Act Worse Then Hoes (Return Of The Bellyman) · Watch on YouTube

youtube_video zDxFqLMDsco · row zDxFqLMDsco

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.

UK, PRS members. Send PRS for Music your report and ask what collective or licensing route covers your works.
- PRS for Music and Artificial Intelligence, Version 1 (October 2025), 2025-10-01
- PRS for Music: AI and music copyright, 2026-09-24
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.
- GEMA: Suno AI and OpenAI, GEMA sues for fair compensation, 2025-01-21
- DLA Piper: GEMA v Suno, Munich Regional Court judgment of 31 July 2026, 2026-08-28
- Music Business Worldwide: Germany's GEMA launches AI Charter, 2024-11-05
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.
- Music Business Worldwide: Warner Music Group settles with Suno, 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

Is this you?

Check another name

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.