Yes. Sam's has 146 songs listed in a dataset used to train AI music models.

Used for training 146

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 Amy, Never Loose, Only Learn (feat. Anna Kova), Toute La Semaine

Listed under the artist name 146 songs in LAION-DISCO-12M

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

Amy

Listed as Sam's – Amy (Gestlude [La force est dans le geste]) · Watch on YouTube

youtube_video 2gUtnh3FYGY · row 2gUtnh3FYGY

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Never Loose, Only Learn (feat. Anna Kova)

Listed as Sam's – Never Loose, Only Learn (feat. Anna Kova) (Deus Ex Machina) · Watch on YouTube

youtube_video 3IS5dB9z2Qk · row 3IS5dB9z2Qk

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Toute La Semaine

Listed as Sam's – Toute La Semaine (Go Fast Mix tape) · Watch on YouTube

youtube_video 5dyNYECyH-o · row 5dyNYECyH-o

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Comme dans un manga

Listed as Sam's – Comme dans un manga (Première saison) · Watch on YouTube

youtube_video 5zK8Kd30RO4 · row 5zK8Kd30RO4

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Freestyle #2

Listed as Sam's – Freestyle #2 (Go Fast Mix tape) · Watch on YouTube

youtube_video 6P1RBn9eDDY · row 6P1RBn9eDDY

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Senegal Bizeness (feat. Fello, Nux & Fello Nux)

Listed as Sam's – Senegal Bizeness (feat. Fello, Nux & Fello Nux) (Go Fast Mix tape) · Watch on YouTube

youtube_video 7lgi_Tx_dYc · row 7lgi_Tx_dYc

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En attendant mon billet

Listed as Sams – En attendant mon billet (Un nouveau jour un nouveau billet) · Watch on YouTube

youtube_video A56hkLvu-fo · row A56hkLvu-fo

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Nouveau Phenomène (feat. Kozi, S PI, Youssoupha & Kozi S PI Youssoupha)

Listed as Sam's – Nouveau Phenomène (feat. Kozi, S PI, Youssoupha & Kozi S PI Youssoupha) (Go Fast Mix tape) · Watch on YouTube

youtube_video CHkZvGfx4r0 · row CHkZvGfx4r0

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Freestyle #3

Listed as Sam's – Freestyle #3 (Go Fast Mix tape) · Watch on YouTube

youtube_video E094MZg6gWw · row E094MZg6gWw

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Va te faire foutre

Listed as Sam's – Va te faire foutre (Déraciné) · Watch on YouTube

youtube_video EG7pCHUgRsc · row EG7pCHUgRsc

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Deter (feat. REDK)

Listed as Sam's – Deter (feat. REDK) (Go Fast Mix tape) · Watch on YouTube

youtube_video ELe90EIOSN0 · row ELe90EIOSN0

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Prélude

Listed as Sams – Prélude (Un nouveau jour un nouveau billet) · Watch on YouTube

youtube_video EujlMM-yAHo · row EujlMM-yAHo

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Comme toi

Listed as Sam's – Comme toi (Inspiré d'histoire(s) vraie(s)) · Watch on YouTube

youtube_video FljNbE_C51c · row FljNbE_C51c

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Warrior / Respect ma musique (Live Medley)

Listed as Sam's – Warrior / Respect ma musique (Live Medley) (Live à la Cigale de Paris 2009) · Watch on YouTube

youtube_video GTHzMrqkNGs · row GTHzMrqkNGs

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La Hass

Listed as Sam's – La Hass (Go Fast Mix tape) · Watch on YouTube

youtube_video HukiErzquow · row HukiErzquow

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Deployer Les Ailes (feat. Denza, Dybai & Denza Dybai)

Listed as Sam's – Deployer Les Ailes (feat. Denza, Dybai & Denza Dybai) (Go Fast Mix tape) · Watch on YouTube

youtube_video JYD72goHyqY · row JYD72goHyqY

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30 février

Listed as Sam's – 30 février (30 février) · Watch on YouTube

youtube_video JfVnFGgyCaI · row JfVnFGgyCaI

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Pas peur des contacts

Listed as Sams – Pas peur des contacts (Un nouveau jour un nouveau billet) · Watch on YouTube

youtube_video LJYk8Q16mVs · row LJYk8Q16mVs

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C'est comment

Listed as Sam's – C'est comment (C'est comment) · Watch on YouTube

youtube_video LUDtbViC1YQ · row LUDtbViC1YQ

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On sait pourquoi

Listed as Sams – On sait pourquoi (Un nouveau jour un nouveau billet) · Watch on YouTube

youtube_video M82lFOciXU8 · row M82lFOciXU8

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La Gentillesse N'est Pas Une Faiblesse (feat. Lafro, Nars & Lafro Nars)

Listed as Sam's – La Gentillesse N'est Pas Une Faiblesse (feat. Lafro, Nars & Lafro Nars) (Go Fast Mix tape) · Watch on YouTube

youtube_video NF8xrFgeBJ4 · row NF8xrFgeBJ4

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Hood Musik Freestyle (feat. Roue Arrière)

Listed as Sam's – Hood Musik Freestyle (feat. Roue Arrière) (Master Musical Class 200 Master Rabbi M.R. Keith) · Watch on YouTube

youtube_video P9qR1gDgQe4 · row P9qR1gDgQe4

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Go Fast

Listed as Sam's – Go Fast (Go Fast Mix tape) · Watch on YouTube

youtube_video PYFxDu4JfKA · row PYFxDu4JfKA

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Rap de tess bizness & punchlines

Listed as Sams – Rap de tess bizness & punchlines (Un nouveau jour un nouveau billet) · Watch on YouTube

youtube_video QC6fvoQAqhM · row QC6fvoQAqhM

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Ghetto Gentlemen

Listed as Sam's – Ghetto Gentlemen (Go Fast Mix tape) · Watch on YouTube

youtube_video TZN4mmYztzc · row TZN4mmYztzc

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On rentre pas

Listed as Sams – On rentre pas (Un nouveau jour un nouveau billet) · Watch on YouTube

youtube_video U0zARmKewag · row U0zARmKewag

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Outro

Listed as Sams – Outro (Un nouveau jour un nouveau billet) · Watch on YouTube

youtube_video Um5MpCXMj4w · row Um5MpCXMj4w

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Il est temps

Listed as Sams – Il est temps (Un nouveau jour un nouveau billet) · Watch on YouTube

youtube_video XbAqakRZB6I · row XbAqakRZB6I

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Millesime

Listed as Sams – Millesime (Un nouveau jour un nouveau billet) · Watch on YouTube

youtube_video a4upeeeKV8c · row a4upeeeKV8c

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Pirates et amazones

Listed as Sam's – Pirates et amazones (Deus Ex Machina) · Watch on YouTube

youtube_video aZM5rmlrjNE · row aZM5rmlrjNE

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Un nouveau jour un nouveau billet

Listed as Sams – Un nouveau jour un nouveau billet (Un nouveau jour un nouveau billet) · Watch on YouTube

youtube_video fwu_npSOSpA · row fwu_npSOSpA

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Traffic

Listed as Sams – Traffic (Un nouveau jour un nouveau billet) · Watch on YouTube

youtube_video gXr7YZFaVQA · row gXr7YZFaVQA

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J'veux du Biff

Listed as Sam's – J'veux du Biff (Go Fast Mix tape) · Watch on YouTube

youtube_video giLTqKG2nP4 · row giLTqKG2nP4

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Gestlude - Sam's (Bonus Track)

Listed as Sam's – Gestlude - Sam's (Bonus Track) (Gestlude [La force est dans le geste]) · Watch on YouTube

youtube_video i1hDS7T3dvE · row i1hDS7T3dvE

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Papillon de nuit

Listed as Sam's – Papillon de nuit (Gestlude 2) · Watch on YouTube

youtube_video lDcS2rlmuhc · row lDcS2rlmuhc

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33

Listed as Sams – 33 (Un nouveau jour un nouveau billet) · Watch on YouTube

youtube_video lP4FuQcIRTo · row lP4FuQcIRTo

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Freestyle #4

Listed as Sam's – Freestyle #4 (Go Fast Mix tape) · Watch on YouTube

youtube_video n8nnin0d7Kw · row n8nnin0d7Kw

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Je Plane

Listed as Sam's – Je Plane (Go Fast Mix tape) · Watch on YouTube

youtube_video nydrufggCtg · row nydrufggCtg

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Warrior

Listed as Sams – Warrior (Un nouveau jour un nouveau billet) · Watch on YouTube

youtube_video o6YKZ__oLUA · row o6YKZ__oLUA

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Cherche pas à comprendre

Listed as Sams – Cherche pas à comprendre (Un nouveau jour un nouveau billet) · Watch on YouTube

youtube_video rNIa7pVBqWM · row rNIa7pVBqWM

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Droopy [Bonus Track] (feat. Chi)

Listed as Sam's – Droopy [Bonus Track] (feat. Chi) (Gestlude 2) · Watch on YouTube

youtube_video rxn33EY-xD0 · row rxn33EY-xD0

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Déraciné [Instrumental] (feat. Taïro)

Listed as Sam's – Déraciné [Instrumental] (feat. Taïro) (Déraciné) · Watch on YouTube

youtube_video sxOvfAzstrk · row sxOvfAzstrk

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Khal Drogo

Listed as Sam's – Khal Drogo (Pirates sessions) · Watch on YouTube

youtube_video uc-ftqDyh0c · row uc-ftqDyh0c

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Kaira Musik (feat. Lordramz)

Listed as Sam's – Kaira Musik (feat. Lordramz) (Go Fast Mix tape) · Watch on YouTube

youtube_video ufETMTIuJDQ · row ufETMTIuJDQ

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Gestelife révolution (Acapella)

Listed as Sam's – Gestelife révolution (Acapella) (Gestelife révolution) · Watch on YouTube

youtube_video vNWsr8V91b4 · row vNWsr8V91b4

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Freestyle #1

Listed as Sam's – Freestyle #1 (Go Fast Mix tape) · Watch on YouTube

youtube_video yu9ZmD3AzaE · row yu9ZmD3AzaE

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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.