Yes. Billi Royce has 21 songs listed in a dataset used to train AI music models.

Used for training 21

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 MAKEUP (Glory Pt. 3) (sped up), Glory (Only One) (Sped Up), Black Range Rover

Listed under the artist name 21 songs in LAION-DISCO-12M

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

MAKEUP (Glory Pt. 3) (sped up)

Listed as Billi Royce – MAKEUP (Glory Pt. 3) (sped up) (MAKEUP (Glory Pt. 3) (sped up)) · Watch on YouTube

youtube_video -HO9EILAg3I · row -HO9EILAg3I

LAION-DISCO-12M

Glory (Only One) (Sped Up)

Listed as Billi Royce – Glory (Only One) (Sped Up) (Glory) · Watch on YouTube

youtube_video 2MzbVZffbNM · row 2MzbVZffbNM

LAION-DISCO-12M

Black Range Rover

Listed as Billi Royce – Black Range Rover (Black Range Rover) · Watch on YouTube

youtube_video 4Q7QYJqJsiw · row 4Q7QYJqJsiw

LAION-DISCO-12M

RUN AWAY

Listed as Billi Royce – RUN AWAY (Run Away) · Watch on YouTube

youtube_video 5hTqkXnCrIQ · row 5hTqkXnCrIQ

LAION-DISCO-12M

Butterflies

Listed as Billi Royce – Butterflies (Butterflies) · Watch on YouTube

youtube_video 8r9eg2Sgo4M · row 8r9eg2Sgo4M

LAION-DISCO-12M

About You

Listed as Billi Royce – About You (About You) · Watch on YouTube

youtube_video 96FYiX5xH_8 · row 96FYiX5xH_8

LAION-DISCO-12M

About You (sped up)

Listed as Billi Royce – About You (sped up) (About You) · Watch on YouTube

youtube_video EWEUL6H56pc · row EWEUL6H56pc

LAION-DISCO-12M

Wake Up

Listed as Billi Royce – Wake Up (Wake Up) · Watch on YouTube

youtube_video WMwcgG1D8mQ · row WMwcgG1D8mQ

LAION-DISCO-12M

Myself

Listed as Billi Royce – Myself (Myself) · Watch on YouTube

youtube_video XP6A7u-Bt40 · row XP6A7u-Bt40

LAION-DISCO-12M

MAKEUP (Glory Pt. 3)

Listed as Billi Royce – MAKEUP (Glory Pt. 3) (Make Up (Glory Pt. 3)) · Watch on YouTube

youtube_video YBm_OUfGVXc · row YBm_OUfGVXc

LAION-DISCO-12M

Glory (Only One)

Listed as Billi Royce – Glory (Only One) (Glory) · Watch on YouTube

youtube_video YmveYcLBy7g · row YmveYcLBy7g

LAION-DISCO-12M

Classroom

Listed as Billi Royce – Classroom (Classroom) · Watch on YouTube

youtube_video ZSGPPy-4Mq4 · row ZSGPPy-4Mq4

LAION-DISCO-12M

New Song

Listed as Billi Royce – New Song (New Song) · Watch on YouTube

youtube_video b7YJVgCDHGU · row b7YJVgCDHGU

LAION-DISCO-12M

Raindrops

Listed as Billi Royce – Raindrops (Raindrops) · Watch on YouTube

youtube_video dipxu3TPxAs · row dipxu3TPxAs

LAION-DISCO-12M

Perfume (Glory Pt.2)

Listed as Billi Royce – Perfume (Glory Pt.2) (Perfume (Glory Pt 2)) · Watch on YouTube

youtube_video epgIpPn-5yo · row epgIpPn-5yo

LAION-DISCO-12M

RUN AWAY (Sped up)

Listed as Billi Royce – RUN AWAY (Sped up) (Run Away (Faster)) · Watch on YouTube

youtube_video fGAdH_K96-k · row fGAdH_K96-k

LAION-DISCO-12M

1234

Listed as Billi Royce – 1234 (1234) · Watch on YouTube

youtube_video j7oM0aviX1U · row j7oM0aviX1U

LAION-DISCO-12M

Havana

Listed as Billi Royce – Havana (Havana) · Watch on YouTube

youtube_video kAOU_I4ovrg · row kAOU_I4ovrg

LAION-DISCO-12M

New Song - Sped Up

Listed as BIlli Royce – New Song - Sped Up (New Song (Sped Up)) · Watch on YouTube

youtube_video o8xRJ42F1Jw · row o8xRJ42F1Jw

LAION-DISCO-12M

Bustdown Billi

Listed as Billi Royce – Bustdown Billi (Bustdown Billi) · Watch on YouTube

youtube_video s7WVb6X1J4E · row s7WVb6X1J4E

LAION-DISCO-12M

Perfume (Glory Pt.2) (Sped up)

Listed as Billi Royce – Perfume (Glory Pt.2) (Sped up) (Perfume (Glory Pt 2)) · Watch on YouTube

youtube_video zB9gx7WHoz0 · row zB9gx7WHoz0

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.