Yes. Latrice Royale has 14 songs listed in a dataset used to train AI music models.

Used for training 14

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 The Chop (Joey Cole and David Petrilla Remix), The Chop (Qubiq Extended Mix), Weight (feat. Epiphany Mattel)

Listed under the artist name 14 songs in LAION-DISCO-12M

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

The Chop (Joey Cole and David Petrilla Remix)

Listed as Manila Luzon, Latrice Royale – The Chop (Joey Cole and David Petrilla Remix) (The Chop Remixes) · Watch on YouTube

youtube_video 6RDPXoJDtAE · row 6RDPXoJDtAE

LAION-DISCO-12M

The Chop (Qubiq Extended Mix)

Listed as Manila Luzon, Latrice Royale – The Chop (Qubiq Extended Mix) (The Chop Remixes) · Watch on YouTube

youtube_video AL1bUiFrbLo · row AL1bUiFrbLo

LAION-DISCO-12M

Weight (feat. Epiphany Mattel)

Listed as Latrice Royale – Weight (feat. Epiphany Mattel) (Weight (feat. Epiphany Mattel)) · Watch on YouTube

youtube_video Ea-_zr4Ynaw · row Ea-_zr4Ynaw

LAION-DISCO-12M

The Chop (David Lee Rotten Club Mix)

Listed as Manila Luzon, Latrice Royale – The Chop (David Lee Rotten Club Mix) (The Chop Remixes) · Watch on YouTube

youtube_video JTjedSaz15k · row JTjedSaz15k

LAION-DISCO-12M

The Chop (Joel Dickinson Survivor Mix)

Listed as Manila Luzon, Latrice Royale – The Chop (Joel Dickinson Survivor Mix) (The Chop Remixes) · Watch on YouTube

youtube_video R2COivefW4I · row R2COivefW4I

LAION-DISCO-12M

The Chop (Naked Highway Remix)

Listed as Manila Luzon, Latrice Royale – The Chop (Naked Highway Remix) (The Chop Remixes) · Watch on YouTube

youtube_video VhxEL6wsWtU · row VhxEL6wsWtU

LAION-DISCO-12M

The Chop (Matt Moss Mix)

Listed as Manila Luzon, Latrice Royale – The Chop (Matt Moss Mix) (The Chop Remixes) · Watch on YouTube

youtube_video WsLHcQF3PZU · row WsLHcQF3PZU

LAION-DISCO-12M

The Chop (the All Nighters Mix)

Listed as Manila Luzon, Latrice Royale – The Chop (the All Nighters Mix) (The Chop Remixes) · Watch on YouTube

youtube_video j-OqekPISdQ · row j-OqekPISdQ

LAION-DISCO-12M

The Chop (B Ames Vogue Mix)

Listed as Manila Luzon, Latrice Royale – The Chop (B Ames Vogue Mix) (The Chop Remixes) · Watch on YouTube

youtube_video j2xYksGgcmw · row j2xYksGgcmw

LAION-DISCO-12M

The Chop (Adam Joseph's Bang Her On the Floor Remix

Listed as Manila Luzon, Latrice Royale – The Chop (Adam Joseph's Bang Her On the Floor Remix (The Chop Remixes) · Watch on YouTube

youtube_video nytfhDLg1MI · row nytfhDLg1MI

LAION-DISCO-12M

The Chop

Listed as Manila Luzon, Latrice Royale – The Chop (The Chop) · Watch on YouTube

youtube_video o8Th_YTT_mU · row o8Th_YTT_mU

LAION-DISCO-12M

The Chop (B Ames Bitch Dub)

Listed as Manila Luzon, Latrice Royale – The Chop (B Ames Bitch Dub) (The Chop Remixes) · Watch on YouTube

youtube_video oywgLx5NSlo · row oywgLx5NSlo

LAION-DISCO-12M

Excuse the Beauty (feat. Epiphany Mattel)

Listed as Latrice Royale – Excuse the Beauty (feat. Epiphany Mattel) (Excuse the Beauty) · Watch on YouTube

youtube_video vI0Nao2_Be4 · row vI0Nao2_Be4

LAION-DISCO-12M

The Chop (Country Club Martini Crew 'life Is a Drag' Club Mix)

Listed as Manila Luzon, Latrice Royale – The Chop (Country Club Martini Crew 'life Is a Drag' Club Mix) (The Chop Remixes) · Watch on YouTube

youtube_video xJcv-W9qp90 · row xJcv-W9qp90

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.