Yes. Anthony Touma has 34 songs listed in a dataset used to train AI music models.

Used for training 34

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 Show Me How You Dabke (feat. Roy Chalach), Ana Wiyak, Laetitia Casta

Listed under the artist name 34 songs in LAION-DISCO-12M

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

Show Me How You Dabke (feat. Roy Chalach)

Listed as Anthony Touma – Show Me How You Dabke (feat. Roy Chalach) (Show Me How You Dabke) · Watch on YouTube

youtube_video -fvyf2t1Gt4 · row -fvyf2t1Gt4

LAION-DISCO-12M

Ana Wiyak

Listed as Anthony Touma, Maria Nadim – Ana Wiyak (Ana Wiyak) · Watch on YouTube

youtube_video 1HkZtpe7RxQ · row 1HkZtpe7RxQ

LAION-DISCO-12M

Laetitia Casta

Listed as Anthony Touma – Laetitia Casta (Maintenant c'est l'heure) · Watch on YouTube

youtube_video 4LPFgFDjR50 · row 4LPFgFDjR50

LAION-DISCO-12M

Billie Jean

Listed as Anthony Touma – Billie Jean (Billie Jean - The Voice 2) · Watch on YouTube

youtube_video 4Pg-YZ5VgF8 · row 4Pg-YZ5VgF8

LAION-DISCO-12M

Parle moi

Listed as Anthony Touma – Parle moi (Maintenant c'est l'heure) · Watch on YouTube

youtube_video 51MwS9TmZGY · row 51MwS9TmZGY

LAION-DISCO-12M

Les Mots Bleus

Listed as Anthony Touma – Les Mots Bleus (Les Mots Bleus - The Voice 2) · Watch on YouTube

youtube_video 7EjrPsiFRZs · row 7EjrPsiFRZs

LAION-DISCO-12M

Don’t Go

Listed as Anthony Touma – Don’t Go (Don't Go) · Watch on YouTube

youtube_video 7zGa7Tv4QlE · row 7zGa7Tv4QlE

LAION-DISCO-12M

Show Me How You Dabke (Karl Wolf Remix)

Listed as Anthony Touma, Karl Wolf – Show Me How You Dabke (Karl Wolf Remix) (Show Me How You Dabke (Karl Wolf Remix)) · Watch on YouTube

youtube_video 9zDJjyatgeE · row 9zDJjyatgeE

LAION-DISCO-12M

Waynik Beirut

Listed as Anthony Touma – Waynik Beirut (Waynik Beirut) · Watch on YouTube

youtube_video B1ku9pH3kBc · row B1ku9pH3kBc

LAION-DISCO-12M

Walk Away (Kerfo Remix)

Listed as Anthony Touma, Kerfo – Walk Away (Kerfo Remix) (Walk Away (Remixes)) · Watch on YouTube

youtube_video GSeOpJBYCys · row GSeOpJBYCys

LAION-DISCO-12M

Best Friend

Listed as Anthony Touma – Best Friend (Ups And Downs) · Watch on YouTube

youtube_video H4nHPW2uJds · row H4nHPW2uJds

LAION-DISCO-12M

Baklava

Listed as Anthony Touma – Baklava (Baklava) · Watch on YouTube

youtube_video HX_kDBwjRYY · row HX_kDBwjRYY

LAION-DISCO-12M

Tu m'as menti

Listed as Anthony Touma – Tu m'as menti (Maintenant c'est l'heure) · Watch on YouTube

youtube_video Rnrt1Z5liFY · row Rnrt1Z5liFY

LAION-DISCO-12M

Je veux juste ta main

Listed as Anthony Touma – Je veux juste ta main (Maintenant c'est l'heure) · Watch on YouTube

youtube_video S8E7LjeqFR8 · row S8E7LjeqFR8

LAION-DISCO-12M

Sleeping On Me (feat. Mohammed Tarek)

Listed as Anthony Touma – Sleeping On Me (feat. Mohammed Tarek) (Sleeping On Me) · Watch on YouTube

youtube_video Shsk43Gt2rY · row Shsk43Gt2rY

LAION-DISCO-12M

Maintenant c'est l'heure

Listed as Anthony Touma – Maintenant c'est l'heure (Maintenant c'est l'heure) · Watch on YouTube

youtube_video VA44ehupNNo · row VA44ehupNNo

LAION-DISCO-12M

Always Want More

Listed as Anthony Touma, The Recipe – Always Want More (Always Want More) · Watch on YouTube

youtube_video ZjmolLr-IXU · row ZjmolLr-IXU

LAION-DISCO-12M

La colère du monde

Listed as Anthony Touma – La colère du monde (La colère du monde) · Watch on YouTube

youtube_video ZvPiGNn9Xxo · row ZvPiGNn9Xxo

LAION-DISCO-12M

Over You (Mark Shakedown Remix / Extended Mix)

Listed as Anthony Touma, Mark Shakedown – Over You (Mark Shakedown Remix / Extended Mix) (Over You (Mark Shakedown Remix)) · Watch on YouTube

youtube_video _Fiu6u5R4bM · row _Fiu6u5R4bM

LAION-DISCO-12M

Walk Away (Evida Remix)

Listed as Anthony Touma, Evida – Walk Away (Evida Remix) (Walk Away (Remixes)) · Watch on YouTube

youtube_video eNScqyB37T4 · row eNScqyB37T4

LAION-DISCO-12M

You Make It Okay

Listed as Anthony Touma – You Make It Okay (You Make It Okay) · Watch on YouTube

youtube_video gRiQf16QF40 · row gRiQf16QF40

LAION-DISCO-12M

Break Your Heart

Listed as Anthony Touma – Break Your Heart (Break Your Heart) · Watch on YouTube

youtube_video h1AdB5X32nY · row h1AdB5X32nY

LAION-DISCO-12M

Si tu n'as rien à faire…

Listed as Anthony Touma – Si tu n'as rien à faire… (Maintenant c'est l'heure) · Watch on YouTube

youtube_video ivg6kpMGtqU · row ivg6kpMGtqU

LAION-DISCO-12M

Sirens

Listed as Anthony Touma – Sirens (Ups And Downs) · Watch on YouTube

youtube_video jEfxCDj_oSM · row jEfxCDj_oSM

LAION-DISCO-12M

Pour le meilleur

Listed as Anthony Touma – Pour le meilleur (Maintenant c'est l'heure) · Watch on YouTube

youtube_video jJrNultoILQ · row jJrNultoILQ

LAION-DISCO-12M

Stay

Listed as Anthony Touma – Stay (Stay - The Voice 2) · Watch on YouTube

youtube_video krIjaSz_A1w · row krIjaSz_A1w

LAION-DISCO-12M

Over You

Listed as Anthony Touma – Over You (Over You) · Watch on YouTube

youtube_video nHKjYbZaFds · row nHKjYbZaFds

LAION-DISCO-12M

TBT

Listed as Anthony Touma – TBT (Ups And Downs) · Watch on YouTube

youtube_video ofrJTxneULE · row ofrJTxneULE

LAION-DISCO-12M

Vivre de la musique

Listed as Anthony Touma – Vivre de la musique (Maintenant c'est l'heure) · Watch on YouTube

youtube_video q_LC5xjrPLQ · row q_LC5xjrPLQ

LAION-DISCO-12M

Walk Away

Listed as Anthony Touma – Walk Away (Walk Away) · Watch on YouTube

youtube_video u3KDXY2k_wg · row u3KDXY2k_wg

LAION-DISCO-12M

Move In With Me

Listed as Anthony Touma – Move In With Me (Ups And Downs) · Watch on YouTube

youtube_video xVNH8Jb_SQs · row xVNH8Jb_SQs

LAION-DISCO-12M

Sur ma radio

Listed as Anthony Touma – Sur ma radio (Maintenant c'est l'heure) · Watch on YouTube

youtube_video xksx-efB7XA · row xksx-efB7XA

LAION-DISCO-12M

Walk Away (Max Hurrell Remix)

Listed as Anthony Touma, Max Hurrel – Walk Away (Max Hurrell Remix) (Walk Away (Remixes)) · Watch on YouTube

youtube_video zTNWvl5YV-w · row zTNWvl5YV-w

LAION-DISCO-12M

Je m'en fous

Listed as Anthony Touma – Je m'en fous (Maintenant c'est l'heure) · Watch on YouTube

youtube_video zTbHVDsGOw0 · row zTbHVDsGOw0

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.