Yes. Soprano 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 Châteaux de sable (feat. Awa Imani), Casanova, Etoile d'un jour

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.

Châteaux de sable (feat. Awa Imani)

Listed as Soprano – Châteaux de sable (feat. Awa Imani) (La colombe et le corbeau) · Watch on YouTube

youtube_video -qOI03emATs · row -qOI03emATs

LAION-DISCO-12M

Casanova

Listed as Soprano – Casanova (Phoenix) · Watch on YouTube

youtube_video 0xXz6AfuVd0 · row 0xXz6AfuVd0

LAION-DISCO-12M

Etoile d'un jour

Listed as Soprano, Algerino – Etoile d'un jour (Mains pleines de ciment 2) · Watch on YouTube

youtube_video 1MjKREuZoBw · row 1MjKREuZoBw

LAION-DISCO-12M

Le M’baba

Listed as Soprano – Le M’baba (Freedom) · Watch on YouTube

youtube_video 3KACqi1iir4 · row 3KACqi1iir4

LAION-DISCO-12M

Halla halla

Listed as Soprano – Halla halla (Puisqu'il faut vivre (Deluxe Edition)) · Watch on YouTube

youtube_video 3jy86KjoCf0 · row 3jy86KjoCf0

LAION-DISCO-12M

Goldorak

Listed as Soprano – Goldorak (Freedom) · Watch on YouTube

youtube_video 42n-zyt-Sqo · row 42n-zyt-Sqo

LAION-DISCO-12M

C24

Listed as Soprano – C24 (Freedom) · Watch on YouTube

youtube_video 4Q02mA-aoOQ · row 4Q02mA-aoOQ

LAION-DISCO-12M

La voisine

Listed as Soprano – La voisine (Phoenix) · Watch on YouTube

youtube_video 7KqWQBJ68c4 · row 7KqWQBJ68c4

LAION-DISCO-12M

Chasseur d'étoiles

Listed as Soprano, P3GASE – Chasseur d'étoiles (Du Phoenix aux étoiles...) · Watch on YouTube

youtube_video 7OrlbbiQnDM · row 7OrlbbiQnDM

LAION-DISCO-12M

Mélancolique anonyme (feat. Diam's)

Listed as Soprano – Mélancolique anonyme (feat. Diam's) (Puisqu'il faut vivre (Deluxe Edition)) · Watch on YouTube

youtube_video 7uX8OCi65Uk · row 7uX8OCi65Uk

LAION-DISCO-12M

Fragile

Listed as Soprano – Fragile (Phoenix) · Watch on YouTube

youtube_video 7uf8ChTmX7o · row 7uf8ChTmX7o

LAION-DISCO-12M

Zoum (feat. Niska)

Listed as Soprano – Zoum (feat. Niska) (Phoenix) · Watch on YouTube

youtube_video 7y4iRIZTjng · row 7y4iRIZTjng

LAION-DISCO-12M

La Vida

Listed as L'Algerino, Soprano – La Vida (La Vida) · Watch on YouTube

youtube_video CVnMritE03k · row CVnMritE03k

LAION-DISCO-12M

Ce qu'on laisse à nos mômes

Listed as Soprano – Ce qu'on laisse à nos mômes (La colombe et le corbeau) · Watch on YouTube

youtube_video CqcUj-nS5hI · row CqcUj-nS5hI

LAION-DISCO-12M

La colombe et le corbeau

Listed as Soprano – La colombe et le corbeau (La colombe et le corbeau) · Watch on YouTube

youtube_video EX_d0D7nRhY · row EX_d0D7nRhY

LAION-DISCO-12M

Si Baba

Listed as Imen Es, Soprano – Si Baba (Train de vie) · Watch on YouTube

youtube_video EYVMcn2p6uY · row EYVMcn2p6uY

LAION-DISCO-12M

Apprends-moi

Listed as Soprano, Nej – Apprends-moi (Freedom) · Watch on YouTube

youtube_video FKm8NCBAk4o · row FKm8NCBAk4o

LAION-DISCO-12M

Freedom

Listed as Soprano – Freedom (Freedom) · Watch on YouTube

youtube_video FkLdGS3qVYw · row FkLdGS3qVYw

LAION-DISCO-12M

Un peu plus près des stades

Listed as Soprano – Un peu plus près des stades (Chasseur d’étoiles : Multiverse Edition) · Watch on YouTube

youtube_video GTegvlDcxYI · row GTegvlDcxYI

LAION-DISCO-12M

À la vie à l'amour

Listed as Soprano – À la vie à l'amour (Phoenix) · Watch on YouTube

youtube_video HDwUGbS5ggg · row HDwUGbS5ggg

LAION-DISCO-12M

La colombe

Listed as Soprano – La colombe (Spécial dédicace au rap francais old school, vol. 21) · Watch on YouTube

youtube_video HFpZpkjppCc · row HFpZpkjppCc

LAION-DISCO-12M

Moi j'ai pas

Listed as Soprano – Moi j'ai pas (Puisqu'il faut vivre (Deluxe Edition)) · Watch on YouTube

youtube_video IUnmwyNVn_g · row IUnmwyNVn_g

LAION-DISCO-12M

Planète Mars 2021 (feat. Alonzo, Jul & SCH)

Listed as Soprano – Planète Mars 2021 (feat. Alonzo, Jul & SCH) (Chasseur d'étoiles) · Watch on YouTube

youtube_video J8eLyXQyvvg · row J8eLyXQyvvg

LAION-DISCO-12M

Musica (feat. Ninho)

Listed as Soprano – Musica (feat. Ninho) (Du Phoenix aux étoiles...) · Watch on YouTube

youtube_video JfIUxUisoLo · row JfIUxUisoLo

LAION-DISCO-12M

Accroche-toi à mes ailes

Listed as Soprano – Accroche-toi à mes ailes (La colombe et le corbeau) · Watch on YouTube

youtube_video KZnkH6cdSiA · row KZnkH6cdSiA

LAION-DISCO-12M

Tant que Dieu [Remix] (feat. Mino)

Listed as Soprano – Tant que Dieu [Remix] (feat. Mino) (Puisqu'il faut vivre (Deluxe Edition)) · Watch on YouTube

youtube_video LT76qWUQDS0 · row LT76qWUQDS0

LAION-DISCO-12M

Victory

Listed as Soprano – Victory (Victory) · Watch on YouTube

youtube_video MeegFsoNTlA · row MeegFsoNTlA

LAION-DISCO-12M

Allez tous vous faire…

Listed as Soprano – Allez tous vous faire… (Freedom) · Watch on YouTube

youtube_video RKhzk3LxCoM · row RKhzk3LxCoM

LAION-DISCO-12M

Le Poids d'un amour

Listed as Soprano – Le Poids d'un amour (Puisqu'il faut vivre (Deluxe Edition)) · Watch on YouTube

youtube_video UdMoO9L1-Po · row UdMoO9L1-Po

LAION-DISCO-12M

Marseille c'est... (feat. Jul)

Listed as Soprano – Marseille c'est... (feat. Jul) (L'Everest (Deluxe Edition)) · Watch on YouTube

youtube_video WUwSelCvZ9g · row WUwSelCvZ9g

LAION-DISCO-12M

Cantare (feat. Soolking)

Listed as Soprano – Cantare (feat. Soolking) (Phoenix) · Watch on YouTube

youtube_video ZhJs6c45nC8 · row ZhJs6c45nC8

LAION-DISCO-12M

Crazy

Listed as Soprano – Crazy (La colombe et le corbeau) · Watch on YouTube

youtube_video _SEkQJBFnRE · row _SEkQJBFnRE

LAION-DISCO-12M

Regarde-moi

Listed as Soprano – Regarde-moi (La colombe et le corbeau) · Watch on YouTube

youtube_video dAv2FcHf6iU · row dAv2FcHf6iU

LAION-DISCO-12M

Cabeza (feat. JuL)

Listed as Soprano – Cabeza (feat. JuL) (Du Phoenix aux étoiles...) · Watch on YouTube

youtube_video f6vEDNnoJWk · row f6vEDNnoJWk

LAION-DISCO-12M

Soldat de paix

Listed as Soprano – Soldat de paix (Chasseur d'étoiles (Stadium Edition)) · Watch on YouTube

youtube_video gFG48AA35xM · row gFG48AA35xM

LAION-DISCO-12M

Puisqu'il faut vivre

Listed as Soprano – Puisqu'il faut vivre (Puisqu'il faut vivre (Deluxe Edition)) · Watch on YouTube

youtube_video gvwxbqEC03g · row gvwxbqEC03g

LAION-DISCO-12M

Mes pensées

Listed as Soprano – Mes pensées (Freedom) · Watch on YouTube

youtube_video jGokuZp-Qmw · row jGokuZp-Qmw

LAION-DISCO-12M

Coeurdonnier

Listed as Soprano – Coeurdonnier (L'Everest (Deluxe Edition)) · Watch on YouTube

youtube_video kVfIFHeGgcU · row kVfIFHeGgcU

LAION-DISCO-12M

Ils nous connaissent pas

Listed as Soprano – Ils nous connaissent pas (Cosmopolitanie (Deluxe Edition)) · Watch on YouTube

youtube_video mBbzijmWUVE · row mBbzijmWUVE

LAION-DISCO-12M

NKOTB

Listed as Soprano – NKOTB (Chasseur d'étoiles) · Watch on YouTube

youtube_video n01e6wcUzzA · row n01e6wcUzzA

LAION-DISCO-12M

Échos

Listed as Soprano – Échos (Freedom) · Watch on YouTube

youtube_video nimqhk8mQ9k · row nimqhk8mQ9k

LAION-DISCO-12M

Si tu tombes

Listed as Patrick Fiori, Soprano – Si tu tombes (Un air de famille) · Watch on YouTube

youtube_video ocxsHXEwM94 · row ocxsHXEwM94

LAION-DISCO-12M

J’ai tendance

Listed as Kendji Girac, Soprano – J’ai tendance (L'école de la vie) · Watch on YouTube

youtube_video qdBQFpNrxx0 · row qdBQFpNrxx0

LAION-DISCO-12M

La patrie (feat. Cheikh MC, Elams, Fahar & Goulam)

Listed as Alonzo, Rohff, Soprano – La patrie (feat. Cheikh MC, Elams, Fahar & Goulam) (La patrie) · Watch on YouTube

youtube_video s0-LQXWsCo4 · row s0-LQXWsCo4

LAION-DISCO-12M

3615 Bonheur

Listed as Soprano – 3615 Bonheur (Chasseur d’étoiles : Multiverse Edition) · Watch on YouTube

youtube_video sDfbIp2ZOZ8 · row sDfbIp2ZOZ8

LAION-DISCO-12M

J'étais Comme Eux

Listed as Demon One, Soprano – J'étais Comme Eux (Démons Et Merveilles) · Watch on YouTube

youtube_video sbD6-VFZzjU · row sbD6-VFZzjU

LAION-DISCO-12M

Amour siamois (feat. Lili Poe)

Listed as Soprano – Amour siamois (feat. Lili Poe) (L'Everest (Deluxe Edition)) · Watch on YouTube

youtube_video u5b_mJCeBMI · row u5b_mJCeBMI

LAION-DISCO-12M

Luna

Listed as Soprano – Luna (Cosmopolitanie (Deluxe Edition)) · Watch on YouTube

youtube_video wFLnLsCFq0k · row wFLnLsCFq0k

LAION-DISCO-12M

Forrest

Listed as Soprano – Forrest (Chasseur d'étoiles) · Watch on YouTube

youtube_video xlYhxIzNeeg · row xlYhxIzNeeg

LAION-DISCO-12M

Bienvenue chez moi

Listed as Florent Pagny, Soprano – Bienvenue chez moi (2bis) · Watch on YouTube

youtube_video yfzilUsjpGs · row yfzilUsjpGs

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.