Yes. LL COOL J has 161 songs listed in a dataset used to train AI music models.

Used for training 161

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 Spirit of Cyrus, Huey In The Chair, Hey Lover Remix

Listed under the artist name 161 songs in LAION-DISCO-12M

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

Spirit of Cyrus

Listed as LL COOL J, Snoop Dogg – Spirit of Cyrus (THE FORCE) · Watch on YouTube

youtube_video -7SPMIor-uI · row -7SPMIor-uI

LAION-DISCO-12M

Huey In The Chair

Listed as LL COOL J, Busta Rhymes – Huey In The Chair (THE FORCE) · Watch on YouTube

youtube_video 25gKHk3XUPw · row 25gKHk3XUPw

LAION-DISCO-12M

Hey Lover Remix

Listed as Erick Sermon, LL Cool J – Hey Lover Remix (Green Eyed Remixes) · Watch on YouTube

youtube_video 9V34unyA1vA · row 9V34unyA1vA

LAION-DISCO-12M

Something About You (Love The World)

Listed as LL COOL J, Charlie Wilson, Earth, Wind & Fire, Melody Thornton – Something About You (Love The World) (Authentic) · Watch on YouTube

youtube_video C2hVy784veI · row C2hVy784veI

LAION-DISCO-12M

Interlude

Listed as LL Cool J, Non Phixion – Interlude (Cut Killer Mix Tape: Represent) · Watch on YouTube

youtube_video Og8gyyQC8rU · row Og8gyyQC8rU

LAION-DISCO-12M

Proclivities

Listed as LL COOL J, Saweetie – Proclivities (Proclivities) · Watch on YouTube

youtube_video RNLliyND8as · row RNLliyND8as

LAION-DISCO-12M

Hey Lover (Instrumental)

Listed as LL COOL J, Boyz II Men – Hey Lover (Instrumental) (Jeep Beats (Instrumental Version)) · Watch on YouTube

youtube_video UG2ZIPSwGBA · row UG2ZIPSwGBA

LAION-DISCO-12M

We're The Greatest

Listed as LL COOL J, Eddie Van Halen – We're The Greatest (Authentic) · Watch on YouTube

youtube_video VhnnD4T88us · row VhnnD4T88us

LAION-DISCO-12M

We Came To Party

Listed as LL COOL J, Snoop Dogg, Fatman Scoop – We Came To Party (Authentic (iTunes Deluxe / Clean Version)) · Watch on YouTube

youtube_video iRV4p8VhPiI · row iRV4p8VhPiI

LAION-DISCO-12M

4,3,2,1 (E Dub Remix 6)

Listed as Erick Sermon, LL Cool J, Method Man, Redman – 4,3,2,1 (E Dub Remix 6) (Green Eyed Remixes) · Watch on YouTube

youtube_video lDRHe1n8C5Q · row lDRHe1n8C5Q

LAION-DISCO-12M

Praise Him

Listed as LL COOL J, Nas – Praise Him (THE FORCE) · Watch on YouTube

youtube_video ndwxBpW_igg · row ndwxBpW_igg

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.