Yes. Rap Empire has 142 songs listed in a dataset used to train AI music models.

Used for training 142

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 Big Sofiane, Zaza, Le Vénère, 1CM, Dabarry, Take My Hands

Listed under the artist name 142 songs in LAION-DISCO-12M

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

Big Sofiane, Zaza

Listed as Rap Empire – Big Sofiane, Zaza (Kaléidoscope) · Watch on YouTube

youtube_video -GIVeFdLCcE · row -GIVeFdLCcE

LAION-DISCO-12M

Le Vénère, 1CM

Listed as Rap Empire – Le Vénère, 1CM (Le Vénère, 1CM) · Watch on YouTube

youtube_video -mCCkOgoKQE · row -mCCkOgoKQE

LAION-DISCO-12M

Dabarry, Take My Hands

Listed as Rap Empire – Dabarry, Take My Hands (Dabarry, Take My Hands) · Watch on YouTube

youtube_video 58lvULNVJLc · row 58lvULNVJLc

LAION-DISCO-12M

Fred Savage, AYADIN

Listed as Rap Empire – Fred Savage, AYADIN (La Recrue 3) · Watch on YouTube

youtube_video 8-bJh4BtZ-A · row 8-bJh4BtZ-A

LAION-DISCO-12M

Aïsmaryl, Ça Fait Mal

Listed as Rap Empire – Aïsmaryl, Ça Fait Mal (Aïsmaryl, Ça Fait Mal) · Watch on YouTube

youtube_video 9WE3FS5Ldlc · row 9WE3FS5Ldlc

LAION-DISCO-12M

Bissé (feat. EL Vinus)

Listed as Rap Empire – Bissé (feat. EL Vinus) (DRIVEN) · Watch on YouTube

youtube_video 9kzrwcd8tOU · row 9kzrwcd8tOU

LAION-DISCO-12M

Henessy (feat. Infinity Htr)

Listed as Rap Empire – Henessy (feat. Infinity Htr) (DRIVEN) · Watch on YouTube

youtube_video A1P2tDoIN_k · row A1P2tDoIN_k

LAION-DISCO-12M

Malaikan Mortel, MalaikanStyle Episode II

Listed as Rap Empire – Malaikan Mortel, MalaikanStyle Episode II (Malaikan Mortel, MalaikanStyle Episode II) · Watch on YouTube

youtube_video AS2dxRL7LA8 · row AS2dxRL7LA8

LAION-DISCO-12M

YKAAY, Smokin Za

Listed as Rap Empire – YKAAY, Smokin Za (Rap Empire Compile 1) · Watch on YouTube

youtube_video CGtJjtMiy3w · row CGtJjtMiy3w

LAION-DISCO-12M

Le Vénère, PULLUP

Listed as Rap Empire – Le Vénère, PULLUP (Le Vénère, PULLUP) · Watch on YouTube

youtube_video DNkuZxP9EEA · row DNkuZxP9EEA

LAION-DISCO-12M

Galager 224, KO

Listed as Rap Empire – Galager 224, KO (Kaléidoscope) · Watch on YouTube

youtube_video DZB_iwGl1V0 · row DZB_iwGl1V0

LAION-DISCO-12M

Mskey, Cash

Listed as Rap Empire – Mskey, Cash (Kaléidoscope) · Watch on YouTube

youtube_video FPNaIvBsipQ · row FPNaIvBsipQ

LAION-DISCO-12M

Team BH, ARI

Listed as Rap Empire – Team BH, ARI (Kaléidoscope) · Watch on YouTube

youtube_video IyuRky5hz8A · row IyuRky5hz8A

LAION-DISCO-12M

Mouna Faafé (feat. Kany Manty)

Listed as Rap Empire – Mouna Faafé (feat. Kany Manty) (DRIVEN) · Watch on YouTube

youtube_video LleO-cIQFmo · row LleO-cIQFmo

LAION-DISCO-12M

Tyran, 1CM

Listed as Rap Empire – Tyran, 1CM (Tyran, 1CM) · Watch on YouTube

youtube_video LmbWPexPO-c · row LmbWPexPO-c

LAION-DISCO-12M

Triple Cyclone, 1CM MEDIUM

Listed as Rap Empire – Triple Cyclone, 1CM MEDIUM (Triple Cyclone, 1CM MEDIUM) · Watch on YouTube

youtube_video NTAjTDf3YZc · row NTAjTDf3YZc

LAION-DISCO-12M

El Mustafa, Akatsuki

Listed as Rap Empire – El Mustafa, Akatsuki (Rap Empire Compile 1) · Watch on YouTube

youtube_video NbEUrMxKGpI · row NbEUrMxKGpI

LAION-DISCO-12M

On y va (feat. Le Dakhoui)

Listed as Rap Empire – On y va (feat. Le Dakhoui) (DRIVEN) · Watch on YouTube

youtube_video Nsg_F4MoHVY · row Nsg_F4MoHVY

LAION-DISCO-12M

STONER, NRV III

Listed as Rap Empire – STONER, NRV III (STONER, NRV III) · Watch on YouTube

youtube_video RMPq3C8lDLg · row RMPq3C8lDLg

LAION-DISCO-12M

Vie De Luxe (feat. Imperium Stoner, Imperium & Stoner)

Listed as Rap Empire – Vie De Luxe (feat. Imperium Stoner, Imperium & Stoner) (DRIVEN) · Watch on YouTube

youtube_video SYNgWJkHjTs · row SYNgWJkHjTs

LAION-DISCO-12M

Mapessa (feat. VKM)

Listed as Rap Empire – Mapessa (feat. VKM) (DRIVEN) · Watch on YouTube

youtube_video SlqZ7Em6eKg · row SlqZ7Em6eKg

LAION-DISCO-12M

Kona Boss, Depotoir 1CM MEDIUM

Listed as Rap Empire – Kona Boss, Depotoir 1CM MEDIUM (Kona Boss, Depotoir 1CM MEDIUM) · Watch on YouTube

youtube_video Tp3wD1Un06M · row Tp3wD1Un06M

LAION-DISCO-12M

Stoner, NRV II

Listed as Rap Empire – Stoner, NRV II (Rap Empire Compile 1) · Watch on YouTube

youtube_video UIfsH9SQyWQ · row UIfsH9SQyWQ

LAION-DISCO-12M

Walou (feat. Mr Taf NR)

Listed as Rap Empire – Walou (feat. Mr Taf NR) (DRIVEN) · Watch on YouTube

youtube_video VXHHl6v83ds · row VXHHl6v83ds

LAION-DISCO-12M

BRAHAM, Lassifé

Listed as Rap Empire – BRAHAM, Lassifé (BRAHAM, Lassifé) · Watch on YouTube

youtube_video WDqv14C7WY0 · row WDqv14C7WY0

LAION-DISCO-12M

Braham, Vedette Doyi

Listed as Rap Empire – Braham, Vedette Doyi (Kaléidoscope) · Watch on YouTube

youtube_video WeHc0nbhH2k · row WeHc0nbhH2k

LAION-DISCO-12M

Hvmze, DRAME

Listed as Rap Empire – Hvmze, DRAME (La Recrue 3) · Watch on YouTube

youtube_video XFivIsAWQmE · row XFivIsAWQmE

LAION-DISCO-12M

Opinel Douze, Cent Flow

Listed as Rap Empire – Opinel Douze, Cent Flow (Kaléidoscope) · Watch on YouTube

youtube_video XYNwClVMKa4 · row XYNwClVMKa4

LAION-DISCO-12M

Oby Fac, KOUYÉ

Listed as Rap Empire – Oby Fac, KOUYÉ (La Recrue 3) · Watch on YouTube

youtube_video Y5VsFf33xPI · row Y5VsFf33xPI

LAION-DISCO-12M

Infinity HTR, Ordre

Listed as Rap Empire – Infinity HTR, Ordre (Kaléidoscope) · Watch on YouTube

youtube_video _TgaLAyTZ58 · row _TgaLAyTZ58

LAION-DISCO-12M

STONER, NRV 1

Listed as Rap Empire – STONER, NRV 1 (STONER, NRV 1) · Watch on YouTube

youtube_video bFrat_QMTIo · row bFrat_QMTIo

LAION-DISCO-12M

Cypher II (feat. Oxygène Du Rap Coeur De Lion Kany Manty Black ASB, Oxygène Du Rap, Coeur De Lion & Kany Manty)

Listed as Rap Empire – Cypher II (feat. Oxygène Du Rap Coeur De Lion Kany Manty Black ASB, Oxygène Du Rap, Coeur De Lion & Kany Manty) (DRIVEN) · Watch on YouTube

youtube_video cZg3ts-jaOU · row cZg3ts-jaOU

LAION-DISCO-12M

Païlaidhain, Bewi Bhouri Bhè

Listed as Rap Empire – Païlaidhain, Bewi Bhouri Bhè (Païlaidhain, Bewi Bhouri Bhè) · Watch on YouTube

youtube_video ciq4tpG8eMY · row ciq4tpG8eMY

LAION-DISCO-12M

OFK depotoir, 1CM MEDIUM

Listed as Rap Empire – OFK depotoir, 1CM MEDIUM (OFK depotoir, 1CM MEDIUM) · Watch on YouTube

youtube_video dpfX1Rw8JLQ · row dpfX1Rw8JLQ

LAION-DISCO-12M

Hvmze, Campement

Listed as Rap Empire – Hvmze, Campement (Kaléidoscope) · Watch on YouTube

youtube_video gv6wRgyk-C4 · row gv6wRgyk-C4

LAION-DISCO-12M

Black Asb, 1CM

Listed as Rap Empire – Black Asb, 1CM (Black Asb, 1CM) · Watch on YouTube

youtube_video h0wLcd1eCHs · row h0wLcd1eCHs

LAION-DISCO-12M

PTH, Akoui Nhè

Listed as Rap Empire – PTH, Akoui Nhè (PTH, Akoui Nhè) · Watch on YouTube

youtube_video h7wVrWdzEZQ · row h7wVrWdzEZQ

LAION-DISCO-12M

Ray De Narr, Womafa

Listed as Rap Empire – Ray De Narr, Womafa (Kaléidoscope) · Watch on YouTube

youtube_video i2upaQjyMeg · row i2upaQjyMeg

LAION-DISCO-12M

Lamine 224, 1CM MEDIUM

Listed as Rap Empire – Lamine 224, 1CM MEDIUM (Lamine 224, 1CM MEDIUM) · Watch on YouTube

youtube_video kj6j8GEz3tE · row kj6j8GEz3tE

LAION-DISCO-12M

Chef Du Binks, 1CM

Listed as Rap Empire – Chef Du Binks, 1CM (Chef Du Binks, 1CM) · Watch on YouTube

youtube_video kzrK3nx8SaU · row kzrK3nx8SaU

LAION-DISCO-12M

Neo Squad, King Of King

Listed as Rap Empire – Neo Squad, King Of King (Kaléidoscope) · Watch on YouTube

youtube_video l8ZpG-gQYXo · row l8ZpG-gQYXo

LAION-DISCO-12M

PTH, GABASKI

Listed as Rap Empire – PTH, GABASKI (PTH, GABASKI) · Watch on YouTube

youtube_video ofTELRMqimk · row ofTELRMqimk

LAION-DISCO-12M

EL Nesto, 1CM MEDIUM

Listed as Rap Empire – EL Nesto, 1CM MEDIUM (EL Nesto, 1CM MEDIUM) · Watch on YouTube

youtube_video rJwSvaa3j48 · row rJwSvaa3j48

LAION-DISCO-12M

Coeur De Lion, 1CM

Listed as Rap Empire – Coeur De Lion, 1CM (Coeur De Lion, 1CM) · Watch on YouTube

youtube_video rS8PF_Ts7Kw · row rS8PF_Ts7Kw

LAION-DISCO-12M

Fait Ça Bien (feat. Dourby GN)

Listed as Rap Empire – Fait Ça Bien (feat. Dourby GN) (DRIVEN) · Watch on YouTube

youtube_video s8lMEdvBowg · row s8lMEdvBowg

LAION-DISCO-12M

Ib Glish X Shooter Black, BLACK DRILL partie1

Listed as Rap Empire – Ib Glish X Shooter Black, BLACK DRILL partie1 (Ib Glish X Shooter Black, BLACK DRILL partie1) · Watch on YouTube

youtube_video siAGnfUqgl0 · row siAGnfUqgl0

LAION-DISCO-12M

iMperium, Baby Mama (feat. Tyna)

Listed as Rap Empire – iMperium, Baby Mama (feat. Tyna) (iMperium, Baby Mama) · Watch on YouTube

youtube_video vNOVbobv8z8 · row vNOVbobv8z8

LAION-DISCO-12M

Famsy, Météorite

Listed as Rap Empire – Famsy, Météorite (Rap Empire Compile 1) · Watch on YouTube

youtube_video wxupALyrmHs · row wxupALyrmHs

LAION-DISCO-12M

Thug life (feat. Rappeur Sexy)

Listed as Rap Empire – Thug life (feat. Rappeur Sexy) (Thug life) · Watch on YouTube

youtube_video xI9z4h82OY8 · row xI9z4h82OY8

LAION-DISCO-12M

LE RV, WEE BANA

Listed as Rap Empire – LE RV, WEE BANA (Kaléidoscope) · Watch on YouTube

youtube_video zuLAaaTiPNU · row zuLAaaTiPNU

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.