Yes. Emilien Buffa 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 Les Ardéchois, Mes dernières pensées sont pour toi, À très bientôt

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.

Les Ardéchois

Listed as Emilien Buffa – Les Ardéchois (Les Ardéchois) · Watch on YouTube

youtube_video -Xm4yOEGjbg · row -Xm4yOEGjbg

LAION-DISCO-12M

Mes dernières pensées sont pour toi

Listed as Emilien Buffa – Mes dernières pensées sont pour toi (Le Chantier) · Watch on YouTube

youtube_video 2p3K_MlExnk · row 2p3K_MlExnk

LAION-DISCO-12M

À très bientôt

Listed as Emilien Buffa – À très bientôt (À très bientôt) · Watch on YouTube

youtube_video 5c6iLOlHeDM · row 5c6iLOlHeDM

LAION-DISCO-12M

C'est noël

Listed as Emilien Buffa – C'est noël (C'est noël) · Watch on YouTube

youtube_video ABlyucFbyOg · row ABlyucFbyOg

LAION-DISCO-12M

Salut les amoureux

Listed as Emilien Buffa – Salut les amoureux (Salut les amoureux) · Watch on YouTube

youtube_video K3cHOxYR2d8 · row K3cHOxYR2d8

LAION-DISCO-12M

Univers ciel

Listed as Emilien Buffa – Univers ciel (Univers ciel) · Watch on YouTube

youtube_video L8havD8WrRY · row L8havD8WrRY

LAION-DISCO-12M

Au milieu du visage

Listed as Emilien Buffa – Au milieu du visage (Le Chantier) · Watch on YouTube

youtube_video MMVahFgQxbQ · row MMVahFgQxbQ

LAION-DISCO-12M

Comme si c'était hier

Listed as Emilien Buffa – Comme si c'était hier (Le Chantier) · Watch on YouTube

youtube_video My0UNlx94vA · row My0UNlx94vA

LAION-DISCO-12M

Depuis que tu n'es plus là

Listed as Emilien Buffa – Depuis que tu n'es plus là (Le Chantier) · Watch on YouTube

youtube_video Oi10zwkZuCs · row Oi10zwkZuCs

LAION-DISCO-12M

L'Ardecha (version instrumentale - Se Canta)

Listed as Emilien Buffa – L'Ardecha (version instrumentale - Se Canta) (L'ARDECHA) · Watch on YouTube

youtube_video P2fk21-5qIA · row P2fk21-5qIA

LAION-DISCO-12M

Les Ardéchois (Instrumental)

Listed as Emilien Buffa – Les Ardéchois (Instrumental) (Les Ardéchois (Instrumentale)) · Watch on YouTube

youtube_video RgxuMQ6IQGQ · row RgxuMQ6IQGQ

LAION-DISCO-12M

Les coups de Vieux

Listed as Emilien Buffa – Les coups de Vieux (Le Chantier) · Watch on YouTube

youtube_video SIA_n7JYf0c · row SIA_n7JYf0c

LAION-DISCO-12M

Quand on prend le temps

Listed as Emilien Buffa – Quand on prend le temps (Le Chantier) · Watch on YouTube

youtube_video ScrGJt5xW40 · row ScrGJt5xW40

LAION-DISCO-12M

Dans mon petit village

Listed as Emilien Buffa – Dans mon petit village (Le Chantier) · Watch on YouTube

youtube_video V0bpZbdKvek · row V0bpZbdKvek

LAION-DISCO-12M

Quand on vit ensemble

Listed as Emilien Buffa – Quand on vit ensemble (Les Ardéchois) · Watch on YouTube

youtube_video Y4SlSXqk35k · row Y4SlSXqk35k

LAION-DISCO-12M

J'ai paniqué

Listed as Emilien Buffa – J'ai paniqué (Le Chantier) · Watch on YouTube

youtube_video ZD0tq4aCp5M · row ZD0tq4aCp5M

LAION-DISCO-12M

Un jour comme un autre

Listed as Emilien Buffa – Un jour comme un autre (Un jour comme un autre) · Watch on YouTube

youtube_video a2ltKoJAe2g · row a2ltKoJAe2g

LAION-DISCO-12M

Dans tes bagages

Listed as Emilien Buffa – Dans tes bagages (Dans tes bagages) · Watch on YouTube

youtube_video b60LPmipMPA · row b60LPmipMPA

LAION-DISCO-12M

Je n'ai rien fait

Listed as Emilien Buffa – Je n'ai rien fait (Le Chantier) · Watch on YouTube

youtube_video hofmCav-5KM · row hofmCav-5KM

LAION-DISCO-12M

Mon frère

Listed as Emilien Buffa – Mon frère (Le Chantier) · Watch on YouTube

youtube_video jOB7OMTaFgQ · row jOB7OMTaFgQ

LAION-DISCO-12M

Le chantier

Listed as Emilien Buffa – Le chantier (Le Chantier) · Watch on YouTube

youtube_video zWeVRn64irw · row zWeVRn64irw

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.