Yes. Poppet Stars has 27 songs listed in a dataset used to train AI music models.

Used for training 27

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 Rocket Ship (feat. Kath Bee), Bubbles (feat. Kath Bee), Five Little Ducks (feat. Grant Bridger)

Listed under the artist name 27 songs in LAION-DISCO-12M

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

Rocket Ship (feat. Kath Bee)

Listed as Poppet Stars – Rocket Ship (feat. Kath Bee) (Rocket Ship) · Watch on YouTube

youtube_video -rRHiz3N5fM · row -rRHiz3N5fM

LAION-DISCO-12M

Bubbles (feat. Kath Bee)

Listed as Poppet Stars – Bubbles (feat. Kath Bee) (Bubbles) · Watch on YouTube

youtube_video 9b1FFr7RUuI · row 9b1FFr7RUuI

LAION-DISCO-12M

Five Little Ducks (feat. Grant Bridger)

Listed as Poppet Stars – Five Little Ducks (feat. Grant Bridger) (Five Little Ducks) · Watch on YouTube

youtube_video CBTCN_IaIBk · row CBTCN_IaIBk

LAION-DISCO-12M

Ma Is White (feat. Ngatapa Black)

Listed as Poppet Stars – Ma Is White (feat. Ngatapa Black) (Ma Is White) · Watch on YouTube

youtube_video H6KM9B56K4E · row H6KM9B56K4E

LAION-DISCO-12M

Brand New Shoes (feat. Kath Bee)

Listed as Poppet Stars – Brand New Shoes (feat. Kath Bee) (Brand New Shoes) · Watch on YouTube

youtube_video KalM437jm9Y · row KalM437jm9Y

LAION-DISCO-12M

Dinosaurs (feat. Kath Bee)

Listed as Poppet Stars – Dinosaurs (feat. Kath Bee) (Dinosaurs) · Watch on YouTube

youtube_video L0QUt9oQdQU · row L0QUt9oQdQU

LAION-DISCO-12M

Gardening

Listed as Poppet Stars – Gardening (Gardening) · Watch on YouTube

youtube_video MgXEzBehBL4 · row MgXEzBehBL4

LAION-DISCO-12M

Occupations (feat. Kath Bee) (feat. Kath Bee)

Listed as Poppet Stars – Occupations (feat. Kath Bee) (feat. Kath Bee) (Poppet Stars) · Watch on YouTube

youtube_video N6tDHtl5D-8 · row N6tDHtl5D-8

LAION-DISCO-12M

Getting Dressed (feat. Caitlin Smith) (feat. Caitlin Smith)

Listed as Poppet Stars – Getting Dressed (feat. Caitlin Smith) (feat. Caitlin Smith) (Poppet Stars) · Watch on YouTube

youtube_video OR0PqOODDGE · row OR0PqOODDGE

LAION-DISCO-12M

Fishing (feat. Madeleine Sami) (feat. Madeleine Sami)

Listed as Poppet Stars – Fishing (feat. Madeleine Sami) (feat. Madeleine Sami) (Poppet Stars) · Watch on YouTube

youtube_video PXIkJGLp-Wc · row PXIkJGLp-Wc

LAION-DISCO-12M

Fire Safety (feat. Caitlin Smith, Paul Glover, Bella Glover, Poppy Glover) (feat. Bella Glover, Caitlin Smith, Paul Glover & Poppy Glover)

Listed as Poppet Stars – Fire Safety (feat. Caitlin Smith, Paul Glover, Bella Glover, Poppy Glover) (feat. Bella Glover, Caitlin Smith, Paul Glover & Poppy Glover) (Poppet Stars) · Watch on YouTube

youtube_video QBD-bZTG1oQ · row QBD-bZTG1oQ

LAION-DISCO-12M

One Day a Taniwha (feat. Ngatapa Black) (feat. Ngatapa Black)

Listed as Poppet Stars – One Day a Taniwha (feat. Ngatapa Black) (feat. Ngatapa Black) (One Day a Taniwha (feat. Ngatapa Black)) · Watch on YouTube

youtube_video QdCCRFWQHPE · row QdCCRFWQHPE

LAION-DISCO-12M

If You're Happy and You Know It (feat. Anna Coddington, Ngatapa Black) [Te Reo Version] (feat. Anna Coddington & Ngatapa Black)

Listed as Poppet Stars – If You're Happy and You Know It (feat. Anna Coddington, Ngatapa Black) [Te Reo Version] (feat. Anna Coddington & Ngatapa Black) (If You're Happy and You Know It (feat. Anna Coddington, Ngatapa Black)) · Watch on YouTube

youtube_video WCbOzgzaw6k · row WCbOzgzaw6k

LAION-DISCO-12M

Seasons (feat. Caitlin Smith) (feat. Caitlin Smith)

Listed as Poppet Stars – Seasons (feat. Caitlin Smith) (feat. Caitlin Smith) (Poppet Stars) · Watch on YouTube

youtube_video YNnW3vQQLY0 · row YNnW3vQQLY0

LAION-DISCO-12M

The Bush (feat. Caitlin Smith & Bella Glover)

Listed as Poppet Stars – The Bush (feat. Caitlin Smith & Bella Glover) (The Bush) · Watch on YouTube

youtube_video YxqQl38Ls9w · row YxqQl38Ls9w

LAION-DISCO-12M

Bugs (feat. Madeleine Sami) (feat. Madeleine Sami)

Listed as Poppet Stars – Bugs (feat. Madeleine Sami) (feat. Madeleine Sami) (Bugs (feat. Madeleine Sami)) · Watch on YouTube

youtube_video ZMxh_4X1qlQ · row ZMxh_4X1qlQ

LAION-DISCO-12M

The Beach

Listed as Poppet Stars – The Beach (Poppet Stars) · Watch on YouTube

youtube_video dfFFq2u-rTY · row dfFFq2u-rTY

LAION-DISCO-12M

Twinkle Twinkle Little Star (feat. Ngatapa Black) [Te Reo Version] (feat. Ngatapa Black)

Listed as Poppet Stars – Twinkle Twinkle Little Star (feat. Ngatapa Black) [Te Reo Version] (feat. Ngatapa Black) (Twinkle Twinkle Little Star (feat. Ngatapa Black)) · Watch on YouTube

youtube_video gImPymqf1tY · row gImPymqf1tY

LAION-DISCO-12M

Senses (feat. Grant Bridger)

Listed as Poppet Stars – Senses (feat. Grant Bridger) (Senses) · Watch on YouTube

youtube_video qJvoXuc98Q4 · row qJvoXuc98Q4

LAION-DISCO-12M

Heads Shoulders Knees and Toes (feat. Grant Bridger)

Listed as Poppet Stars – Heads Shoulders Knees and Toes (feat. Grant Bridger) (Heads Shoulders Knees and Toes) · Watch on YouTube

youtube_video rp7jAIoSZa8 · row rp7jAIoSZa8

LAION-DISCO-12M

Old MacDonald (feat. Grant Bridger) [Te Reo Version] (feat. Grant Bridger)

Listed as Poppet Stars – Old MacDonald (feat. Grant Bridger) [Te Reo Version] (feat. Grant Bridger) (Old MacDonald (feat. Grant Bridger)) · Watch on YouTube

youtube_video ruG7E_bYFwk · row ruG7E_bYFwk

LAION-DISCO-12M

Baking (feat. Caitlin Smith)

Listed as Poppet Stars – Baking (feat. Caitlin Smith) (Baking) · Watch on YouTube

youtube_video tqAhlJRqcsk · row tqAhlJRqcsk

LAION-DISCO-12M

If You're Happy and You Know It (feat. Anna Coddington, Ngatapa Black) [English Version] (feat. Anna Coddington & Ngatapa Black)

Listed as Poppet Stars – If You're Happy and You Know It (feat. Anna Coddington, Ngatapa Black) [English Version] (feat. Anna Coddington & Ngatapa Black) (If You're Happy and You Know It (feat. Anna Coddington, Ngatapa Black)) · Watch on YouTube

youtube_video uapd2D52-jM · row uapd2D52-jM

LAION-DISCO-12M

Lifecycles

Listed as Poppet Stars – Lifecycles (Poppet Stars) · Watch on YouTube

youtube_video uhaaL85px08 · row uhaaL85px08

LAION-DISCO-12M

Fun Park (feat. Madeleine Sami) (feat. Madeleine Sami)

Listed as Poppet Stars – Fun Park (feat. Madeleine Sami) (feat. Madeleine Sami) (Poppet Stars) · Watch on YouTube

youtube_video vaaBflhnv9w · row vaaBflhnv9w

LAION-DISCO-12M

Twinkle Twinkle Little Star (feat. Ngatapa Black) [English Version] (feat. Ngatapa Black)

Listed as Poppet Stars – Twinkle Twinkle Little Star (feat. Ngatapa Black) [English Version] (feat. Ngatapa Black) (Twinkle Twinkle Little Star (feat. Ngatapa Black)) · Watch on YouTube

youtube_video w2v80ofyzRQ · row w2v80ofyzRQ

LAION-DISCO-12M

Wheels on the Bus

Listed as Poppet Stars – Wheels on the Bus (Poppet Stars) · Watch on YouTube

youtube_video xtH0G4WIA7A · row xtH0G4WIA7A

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.