Yes. Natalie Tual has 179 songs listed in a dataset used to train AI music models.

Used for training 179

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 Une bonne vache, Bélier bélier boum !, Maman, les p'tits bateaux

Listed under the artist name 179 songs in LAION-DISCO-12M

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

Une bonne vache

Listed as Anouk Arzoumanian, Matthieu Prual, Natalie Tual – Une bonne vache (69 comptines et jeux chantés des tout-petits) · Watch on YouTube

youtube_video -YiJjXdiR4I · row -YiJjXdiR4I

LAION-DISCO-12M

Bélier bélier boum !

Listed as Anouk Arzoumanian, Matthieu Prual, Natalie Tual – Bélier bélier boum ! (69 comptines et jeux chantés des tout-petits) · Watch on YouTube

youtube_video 1cRlTH5TD2k · row 1cRlTH5TD2k

LAION-DISCO-12M

Maman, les p'tits bateaux

Listed as Anouk Arzoumanian, Matthieu Prual, Natalie Tual – Maman, les p'tits bateaux (69 comptines et jeux chantés des tout-petits) · Watch on YouTube

youtube_video 4DJjh3y7PrE · row 4DJjh3y7PrE

LAION-DISCO-12M

Dansons la capucine

Listed as Anouk Arzoumanian, Matthieu Prual, Natalie Tual – Dansons la capucine (69 comptines et jeux chantés des tout-petits) · Watch on YouTube

youtube_video 4a13IF_8cSk · row 4a13IF_8cSk

LAION-DISCO-12M

Au cluguet, tiroluret

Listed as Anouk Arzoumanian, Matthieu Prual, Natalie Tual – Au cluguet, tiroluret (69 comptines et jeux chantés des tout-petits) · Watch on YouTube

youtube_video 8TiJHMTh3ow · row 8TiJHMTh3ow

LAION-DISCO-12M

Dansons les belles mains

Listed as Anouk Arzoumanian, Matthieu Prual, Natalie Tual – Dansons les belles mains (69 comptines et jeux chantés des tout-petits) · Watch on YouTube

youtube_video 9NAeKQ2VayQ · row 9NAeKQ2VayQ

LAION-DISCO-12M

Bats la pâte

Listed as Anouk Arzoumanian, Matthieu Prual, Natalie Tual – Bats la pâte (69 comptines et jeux chantés des tout-petits) · Watch on YouTube

youtube_video BWxunwHrxX4 · row BWxunwHrxX4

LAION-DISCO-12M

La belle menette

Listed as Anouk Arzoumanian, Matthieu Prual, Natalie Tual – La belle menette (69 comptines et jeux chantés des tout-petits) · Watch on YouTube

youtube_video CZhwBeXAW8M · row CZhwBeXAW8M

LAION-DISCO-12M

Migue migue meu

Listed as Anouk Arzoumanian, Matthieu Prual, Natalie Tual – Migue migue meu (69 comptines et jeux chantés des tout-petits) · Watch on YouTube

youtube_video DdIStZaftpQ · row DdIStZaftpQ

LAION-DISCO-12M

Voilà qui perdit son poussin

Listed as Anouk Arzoumanian, Matthieu Prual, Natalie Tual – Voilà qui perdit son poussin (69 comptines et jeux chantés des tout-petits) · Watch on YouTube

youtube_video KFc4iJmKin4 · row KFc4iJmKin4

LAION-DISCO-12M

Petit escargot porte sur son dos

Listed as Anouk Arzoumanian, Matthieu Prual, Natalie Tual – Petit escargot porte sur son dos (69 comptines et jeux chantés des tout-petits) · Watch on YouTube

youtube_video L49qKX9bDQc · row L49qKX9bDQc

LAION-DISCO-12M

Le jardin, le trottoir

Listed as Anouk Arzoumanian, Matthieu Prual, Natalie Tual – Le jardin, le trottoir (69 comptines et jeux chantés des tout-petits) · Watch on YouTube

youtube_video M5GvW4gJ5Vg · row M5GvW4gJ5Vg

LAION-DISCO-12M

Allons dans nos lits

Listed as Anouk Arzoumanian, Matthieu Prual, Natalie Tual – Allons dans nos lits (69 comptines et jeux chantés des tout-petits) · Watch on YouTube

youtube_video NvEfpBeqI98 · row NvEfpBeqI98

LAION-DISCO-12M

À la une ! Dans la lune !

Listed as Anouk Arzoumanian, Matthieu Prual, Natalie Tual – À la une ! Dans la lune ! (69 comptines et jeux chantés des tout-petits) · Watch on YouTube

youtube_video Q3LqUfn1vuU · row Q3LqUfn1vuU

LAION-DISCO-12M

P'tit mégot

Listed as Anouk Arzoumanian, Matthieu Prual, Natalie Tual – P'tit mégot (69 comptines et jeux chantés des tout-petits) · Watch on YouTube

youtube_video UMT2hscB5Vk · row UMT2hscB5Vk

LAION-DISCO-12M

Monsieur poisson se promène

Listed as Anouk Arzoumanian, Matthieu Prual, Natalie Tual – Monsieur poisson se promène (69 comptines et jeux chantés des tout-petits) · Watch on YouTube

youtube_video Ux4WwTwJ_cA · row Ux4WwTwJ_cA

LAION-DISCO-12M

Bonjour petit pigeon blanc

Listed as Anouk Arzoumanian, Matthieu Prual, Natalie Tual – Bonjour petit pigeon blanc (69 comptines et jeux chantés des tout-petits) · Watch on YouTube

youtube_video WDixfqe_oOw · row WDixfqe_oOw

LAION-DISCO-12M

Guéri, guéra

Listed as Anouk Arzoumanian, Matthieu Prual, Natalie Tual – Guéri, guéra (69 comptines et jeux chantés des tout-petits) · Watch on YouTube

youtube_video X36g4uxp7IA · row X36g4uxp7IA

LAION-DISCO-12M

Je secoue ma p'tite paillasse

Listed as Anouk Arzoumanian, Matthieu Prual, Natalie Tual – Je secoue ma p'tite paillasse (69 comptines et jeux chantés des tout-petits) · Watch on YouTube

youtube_video Y_3QmtcdfzI · row Y_3QmtcdfzI

LAION-DISCO-12M

Le bœuf, la vache

Listed as Anouk Arzoumanian, Matthieu Prual, Natalie Tual – Le bœuf, la vache (69 comptines et jeux chantés des tout-petits) · Watch on YouTube

youtube_video ZiunYbolSpw · row ZiunYbolSpw

LAION-DISCO-12M

P'tit chat minou

Listed as Anouk Arzoumanian, Matthieu Prual, Natalie Tual – P'tit chat minou (69 comptines et jeux chantés des tout-petits) · Watch on YouTube

youtube_video elkR25FRp9k · row elkR25FRp9k

LAION-DISCO-12M

Dans mon jardin y'a un bassin

Listed as Anouk Arzoumanian, Matthieu Prual, Natalie Tual – Dans mon jardin y'a un bassin (69 comptines et jeux chantés des tout-petits) · Watch on YouTube

youtube_video fQO63Nvt_qc · row fQO63Nvt_qc

LAION-DISCO-12M

Moi je m'f'rai faire

Listed as Anouk Arzoumanian, Matthieu Prual, Natalie Tual – Moi je m'f'rai faire (69 comptines et jeux chantés des tout-petits) · Watch on YouTube

youtube_video iexJUWZ6dhM · row iexJUWZ6dhM

LAION-DISCO-12M

Une p'tite souris passait par là

Listed as Anouk Arzoumanian, Matthieu Prual, Natalie Tual – Une p'tite souris passait par là (69 comptines et jeux chantés des tout-petits) · Watch on YouTube

youtube_video og8ndjH3m7k · row og8ndjH3m7k

LAION-DISCO-12M

Marie et Pierrot

Listed as Anouk Arzoumanian, Matthieu Prual, Natalie Tual – Marie et Pierrot (69 comptines et jeux chantés des tout-petits) · Watch on YouTube

youtube_video qJaGsoirhTs · row qJaGsoirhTs

LAION-DISCO-12M

Le pouçot, le lichepot

Listed as Anouk Arzoumanian, Matthieu Prual, Natalie Tual – Le pouçot, le lichepot (69 comptines et jeux chantés des tout-petits) · Watch on YouTube

youtube_video t9wFmPuEyS8 · row t9wFmPuEyS8

LAION-DISCO-12M

J'ai une vache

Listed as Anouk Arzoumanian, Matthieu Prual, Natalie Tual – J'ai une vache (69 comptines et jeux chantés des tout-petits) · Watch on YouTube

youtube_video wdNkoD3RZts · row wdNkoD3RZts

LAION-DISCO-12M

En voilà un qui coupe la soupe

Listed as Anouk Arzoumanian, Matthieu Prual, Natalie Tual – En voilà un qui coupe la soupe (69 comptines et jeux chantés des tout-petits) · Watch on YouTube

youtube_video y7hdvnayeZo · row y7hdvnayeZo

LAION-DISCO-12M

Menton d'or

Listed as Anouk Arzoumanian, Matthieu Prual, Natalie Tual – Menton d'or (69 comptines et jeux chantés des tout-petits) · Watch on YouTube

youtube_video zLt9yo-VKBE · row zLt9yo-VKBE

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.