Yes. Katt Williams has 68 songs listed in a dataset used to train AI music models.

Used for training 68

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 Coastin, Sabrosito, Zombie Groove (Binaural Remix)

Listed under the artist name 68 songs in LAION-DISCO-12M

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

Coastin

Listed as Katt Williams – Coastin (Coastin EP) · Watch on YouTube

youtube_video -C8fYaMoQnk · row -C8fYaMoQnk

LAION-DISCO-12M

Sabrosito

Listed as Katt Williams – Sabrosito (Come On In 4) · Watch on YouTube

youtube_video 1BYxo9Gns_Q · row 1BYxo9Gns_Q

LAION-DISCO-12M

Zombie Groove (Binaural Remix)

Listed as Katt Williams – Zombie Groove (Binaural Remix) (The Sound Of House, Vol. 10) · Watch on YouTube

youtube_video 5ZseRo0WpCY · row 5ZseRo0WpCY

LAION-DISCO-12M

Untitled 02

Listed as Katt Williams – Untitled 02 (Pimpage) · Watch on YouTube

youtube_video 6XW7hD73TlQ · row 6XW7hD73TlQ

LAION-DISCO-12M

Happy Days

Listed as Katt Williams – Happy Days (First House) · Watch on YouTube

youtube_video 86lhDY4THyo · row 86lhDY4THyo

LAION-DISCO-12M

Overground

Listed as Katt Williams – Overground (Grounded in Reality) · Watch on YouTube

youtube_video Ma4XgIqL5Gk · row Ma4XgIqL5Gk

LAION-DISCO-12M

Hardface

Listed as Katt Williams – Hardface (JAXX XMAS EDITION) · Watch on YouTube

youtube_video U4WDllPXeO0 · row U4WDllPXeO0

LAION-DISCO-12M

Zombie Groove (Binaural Remix)

Listed as Katt Williams – Zombie Groove (Binaural Remix) (Best of Kemp&Thompson) · Watch on YouTube

youtube_video Wz4ntg5Q96E · row Wz4ntg5Q96E

LAION-DISCO-12M

Gary Kasparov

Listed as Katt Williams – Gary Kasparov (The Happening) · Watch on YouTube

youtube_video ZL8COPSi6l8 · row ZL8COPSi6l8

LAION-DISCO-12M

The Frenchie

Listed as Katt Williams – The Frenchie (JAXX 008) · Watch on YouTube

youtube_video a09fmdgU6r4 · row a09fmdgU6r4

LAION-DISCO-12M

Untitled 2 (Kensal Remix)

Listed as Katt Williams – Untitled 2 (Kensal Remix) (Untitled Remixes) · Watch on YouTube

youtube_video iwFkKPBAJOA · row iwFkKPBAJOA

LAION-DISCO-12M

Money Mike (Skit)

Listed as Katt Williams – Money Mike (Skit) (Worth Tha Weight) · Watch on YouTube

youtube_video j09q8VQODOM · row j09q8VQODOM

LAION-DISCO-12M

Untitled 1 (Kensal Remix)

Listed as Katt Williams – Untitled 1 (Kensal Remix) (Untitled Remixes) · Watch on YouTube

youtube_video jXvTMgf4ONE · row jXvTMgf4ONE

LAION-DISCO-12M

Narcolepsy

Listed as Katt Williams – Narcolepsy (Come On In) · Watch on YouTube

youtube_video lQeyzw76jLg · row lQeyzw76jLg

LAION-DISCO-12M

The Frenchie

Listed as Katt Williams – The Frenchie (The Happening) · Watch on YouTube

youtube_video m5ojFKinj5c · row m5ojFKinj5c

LAION-DISCO-12M

Arc

Listed as Katt Williams – Arc (The Roots) · Watch on YouTube

youtube_video oPdNHtW5uMk · row oPdNHtW5uMk

LAION-DISCO-12M

First House

Listed as Katt Williams – First House (First House) · Watch on YouTube

youtube_video sWWk4xtgYRc · row sWWk4xtgYRc

LAION-DISCO-12M

Untitled 2 (Kensal Remix)

Listed as Katt Williams – Untitled 2 (Kensal Remix) (JAXX 008) · Watch on YouTube

youtube_video zQNHY9GPbrA · row zQNHY9GPbrA

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.