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 GNAKRY MOVIE (feat. Oumar THN), Coupé La tête du chef (feat. Le Dakhoui), Dépôtoir, Ndogotin

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.

GNAKRY MOVIE (feat. Oumar THN)

Listed as Rap Empire – GNAKRY MOVIE (feat. Oumar THN) (GNAKRY MOVIE) · Watch on YouTube

youtube_video 0SoVwo9Y0qM · row 0SoVwo9Y0qM

LAION-DISCO-12M

Coupé La tête du chef (feat. Le Dakhoui)

Listed as Rap Empire – Coupé La tête du chef (feat. Le Dakhoui) (Coupé La tête du chef) · Watch on YouTube

youtube_video 0krqG3BHotM · row 0krqG3BHotM

LAION-DISCO-12M

Dépôtoir, Ndogotin

Listed as Rap Empire – Dépôtoir, Ndogotin (Rap Empire Compile 1) · Watch on YouTube

youtube_video 0ue5dpd7QF0 · row 0ue5dpd7QF0

LAION-DISCO-12M

Le Mélangeur, Lou Bankhi

Listed as Rap Empire – Le Mélangeur, Lou Bankhi (Rap Empire Compile 1) · Watch on YouTube

youtube_video 19SDNYTJv8U · row 19SDNYTJv8U

LAION-DISCO-12M

ELbah Luxe, 1CM

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

youtube_video 1jVJaoKeIMk · row 1jVJaoKeIMk

LAION-DISCO-12M

Ebirin Woulé (feat. Le Vénère)

Listed as Rap Empire – Ebirin Woulé (feat. Le Vénère) (DRIVEN) · Watch on YouTube

youtube_video 2VG3ffSZuwQ · row 2VG3ffSZuwQ

LAION-DISCO-12M

Mr MAHO, Kouyé

Listed as Rap Empire – Mr MAHO, Kouyé (Kaléidoscope) · Watch on YouTube

youtube_video 4xG4KkGl3R4 · row 4xG4KkGl3R4

LAION-DISCO-12M

GNÈ NÈNÈ (feat. Le mélangeur)

Listed as Rap Empire – GNÈ NÈNÈ (feat. Le mélangeur) (GNÈ NÈNÈ) · Watch on YouTube

youtube_video 5fx5MW5-6a0 · row 5fx5MW5-6a0

LAION-DISCO-12M

Atakè (feat. Dépotoir)

Listed as Rap Empire – Atakè (feat. Dépotoir) (DRIVEN) · Watch on YouTube

youtube_video 71DYh-tQgM0 · row 71DYh-tQgM0

LAION-DISCO-12M

Hunnakmt, Boubou

Listed as Rap Empire – Hunnakmt, Boubou (Kaléidoscope) · Watch on YouTube

youtube_video 9fIJdJQKysU · row 9fIJdJQKysU

LAION-DISCO-12M

Lil Benji, No Cry

Listed as Rap Empire – Lil Benji, No Cry (Kaléidoscope) · Watch on YouTube

youtube_video AW51vYNndRo · row AW51vYNndRo

LAION-DISCO-12M

Lamine 224, 2pac

Listed as Rap Empire – Lamine 224, 2pac (Rap Empire Compile 1) · Watch on YouTube

youtube_video DLJZaSYx3rU · row DLJZaSYx3rU

LAION-DISCO-12M

Petit Fatako, Wallo Fowtodha

Listed as Rap Empire – Petit Fatako, Wallo Fowtodha (Petit Fatako, Wallo Fowtodha) · Watch on YouTube

youtube_video Dv1lU1q3SA8 · row Dv1lU1q3SA8

LAION-DISCO-12M

Men Hadjaka (feat. Pailaidhain)

Listed as Rap Empire – Men Hadjaka (feat. Pailaidhain) (Men Hadjaka) · Watch on YouTube

youtube_video EGTHOzM5ODI · row EGTHOzM5ODI

LAION-DISCO-12M

900Volt, PLBDRG

Listed as Rap Empire – 900Volt, PLBDRG (La Recrue 3) · Watch on YouTube

youtube_video EGzC9TYBGXQ · row EGzC9TYBGXQ

LAION-DISCO-12M

SEA, Petit Posé

Listed as Rap Empire – SEA, Petit Posé (SEA, Petit Posé) · Watch on YouTube

youtube_video Fn2lh0I3tXs · row Fn2lh0I3tXs

LAION-DISCO-12M

Cypher I (feat. Le Vénère Kaezar Dourby GN Mr Taf NR Sanssany Elbah Luxe Opinel 12, Le Vénère, Kaezar & Dourby GN)

Listed as Rap Empire – Cypher I (feat. Le Vénère Kaezar Dourby GN Mr Taf NR Sanssany Elbah Luxe Opinel 12, Le Vénère, Kaezar & Dourby GN) (DRIVEN) · Watch on YouTube

youtube_video IKfWB6qyslI · row IKfWB6qyslI

LAION-DISCO-12M

NRJ, 1CM MÉDIUM (feat. Elbah Luxe)

Listed as Rap Empire – NRJ, 1CM MÉDIUM (feat. Elbah Luxe) (NRJ, 1CM MÉDIUM) · Watch on YouTube

youtube_video KBK6fLGVqHo · row KBK6fLGVqHo

LAION-DISCO-12M

Ray De Narr, GUITARE

Listed as Rap Empire – Ray De Narr, GUITARE (La Recrue 3) · Watch on YouTube

youtube_video KdpnbJtMXrw · row KdpnbJtMXrw

LAION-DISCO-12M

Danger Nara (feat. Aïsmaryl & Le Mélangeur)

Listed as Rap Empire – Danger Nara (feat. Aïsmaryl & Le Mélangeur) (Danger Nara) · Watch on YouTube

youtube_video LLaCuS2bqwo · row LLaCuS2bqwo

LAION-DISCO-12M

Cypher III (feat. Dopé Chef Du Binks Tyran Seidyanké Big Elmo, Dopé, Chef Du Binks & Tyran)

Listed as Rap Empire – Cypher III (feat. Dopé Chef Du Binks Tyran Seidyanké Big Elmo, Dopé, Chef Du Binks & Tyran) (DRIVEN) · Watch on YouTube

youtube_video LpmdpiP1dMs · row LpmdpiP1dMs

LAION-DISCO-12M

FOP (feat. Sagatala)

Listed as Rap Empire – FOP (feat. Sagatala) (DRIVEN) · Watch on YouTube

youtube_video PL1M4KayWeI · row PL1M4KayWeI

LAION-DISCO-12M

Djikkou Dogno (feat. ELbah Luxe)

Listed as Rap Empire – Djikkou Dogno (feat. ELbah Luxe) (DRIVEN) · Watch on YouTube

youtube_video QHpvi034n0M · row QHpvi034n0M

LAION-DISCO-12M

Neo Squad, DRILL TIME

Listed as Rap Empire – Neo Squad, DRILL TIME (La Recrue 3) · Watch on YouTube

youtube_video TjGYtSHsD2Y · row TjGYtSHsD2Y

LAION-DISCO-12M

ABLOS KOUROUMA, Amour Déception (feat. Soumah Mondial)

Listed as Rap Empire – ABLOS KOUROUMA, Amour Déception (feat. Soumah Mondial) (ABLOS KOUROUMA, Amour Déception) · Watch on YouTube

youtube_video TkIHeKhqCvY · row TkIHeKhqCvY

LAION-DISCO-12M

SEA, Ai TOROMA

Listed as Rap Empire – SEA, Ai TOROMA (SEA, Ai TOROMA) · Watch on YouTube

youtube_video WVlb7t4JYqQ · row WVlb7t4JYqQ

LAION-DISCO-12M

SAGATALA, iYA SANTIMANAI (feat. Mélangeur)

Listed as Rap Empire – SAGATALA, iYA SANTIMANAI (feat. Mélangeur) (SAGATALA, iYA SANTIMANAI) · Watch on YouTube

youtube_video YeFT6wno0Bk · row YeFT6wno0Bk

LAION-DISCO-12M

Queeneff, Falaa

Listed as Rap Empire – Queeneff, Falaa (Kaléidoscope) · Watch on YouTube

youtube_video Z_Ir_X5w64k · row Z_Ir_X5w64k

LAION-DISCO-12M

Le Melangeur, EGO x iman

Listed as Rap Empire – Le Melangeur, EGO x iman (Kaléidoscope) · Watch on YouTube

youtube_video _26IqFkyxEM · row _26IqFkyxEM

LAION-DISCO-12M

Elbah Luxe, TENSION

Listed as Rap Empire – Elbah Luxe, TENSION (Elbah Luxe, TENSION) · Watch on YouTube

youtube_video _HqO64hEu6Y · row _HqO64hEu6Y

LAION-DISCO-12M

900 Volt, Hakkil Thug

Listed as Rap Empire – 900 Volt, Hakkil Thug (Kaléidoscope) · Watch on YouTube

youtube_video _y384R1tIzA · row _y384R1tIzA

LAION-DISCO-12M

SATAN 2 (feat. Lamine 224)

Listed as Rap Empire – SATAN 2 (feat. Lamine 224) (SATAN 2) · Watch on YouTube

youtube_video apjAvoAyv00 · row apjAvoAyv00

LAION-DISCO-12M

Lamine 224, Magbana (feat. Ofk Depotoir)

Listed as Rap Empire – Lamine 224, Magbana (feat. Ofk Depotoir) (Lamine 224, Magbana) · Watch on YouTube

youtube_video bko7VcnVigY · row bko7VcnVigY

LAION-DISCO-12M

1cm Médium (feat. Sagatala)

Listed as Rap Empire – 1cm Médium (feat. Sagatala) (1cm Médium) · Watch on YouTube

youtube_video cA3MOZ7JMF8 · row cA3MOZ7JMF8

LAION-DISCO-12M

Dourby, Soobè

Listed as Rap Empire – Dourby, Soobè (Kaléidoscope) · Watch on YouTube

youtube_video cY596Ctw2go · row cY596Ctw2go

LAION-DISCO-12M

Le Mélangeur, Gnamaķaci

Listed as Rap Empire – Le Mélangeur, Gnamaķaci (Le Mélangeur, Gnamaķaci) · Watch on YouTube

youtube_video hI4yfbXqthc · row hI4yfbXqthc

LAION-DISCO-12M

CYPHER

Listed as Rap Empire – CYPHER (Kaléidoscope) · Watch on YouTube

youtube_video hQGk7kxxK9k · row hQGk7kxxK9k

LAION-DISCO-12M

Aïsmaryl, Ekôlon

Listed as Rap Empire – Aïsmaryl, Ekôlon (Aïsmaryl, Ekôlon) · Watch on YouTube

youtube_video hU9CV8EfDzU · row hU9CV8EfDzU

LAION-DISCO-12M

Le Mélangeur, Rap And Flow

Listed as Rap Empire – Le Mélangeur, Rap And Flow (Le Mélangeur, Rap And Flow) · Watch on YouTube

youtube_video hiY2QKSgYn0 · row hiY2QKSgYn0

LAION-DISCO-12M

ELBAH Luxe, Guebhal

Listed as Rap Empire – ELBAH Luxe, Guebhal (Kaléidoscope) · Watch on YouTube

youtube_video jXGtwgCjxTU · row jXGtwgCjxTU

LAION-DISCO-12M

Mskey, FLOW

Listed as Rap Empire – Mskey, FLOW (La Recrue 3) · Watch on YouTube

youtube_video kPgveWPKJjo · row kPgveWPKJjo

LAION-DISCO-12M

OPINUS 2, 1cm Médium (feat. Opinel 12)

Listed as Rap Empire – OPINUS 2, 1cm Médium (feat. Opinel 12) (OPINUS 2, 1cm Médium) · Watch on YouTube

youtube_video naEqEOD0T_k · row naEqEOD0T_k

LAION-DISCO-12M

Mr MAHO, PETTÈ

Listed as Rap Empire – Mr MAHO, PETTÈ (La Recrue 3) · Watch on YouTube

youtube_video qmLXoehLy1A · row qmLXoehLy1A

LAION-DISCO-12M

ConakryKa (feat. Le Mélangeur)

Listed as Rap Empire – ConakryKa (feat. Le Mélangeur) (DRIVEN) · Watch on YouTube

youtube_video sTirjVglrd0 · row sTirjVglrd0

LAION-DISCO-12M

Le Mélangeur, 1CM MEDIUM

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

youtube_video tZM2-h-ufQg · row tZM2-h-ufQg

LAION-DISCO-12M

Sanssany, Serie Saré x Le Vénère

Listed as Rap Empire – Sanssany, Serie Saré x Le Vénère (Kaléidoscope) · Watch on YouTube

youtube_video vmGkaLd6x5s · row vmGkaLd6x5s

LAION-DISCO-12M

Junior Payée, Yembeya x Le Dakhoui

Listed as Rap Empire – Junior Payée, Yembeya x Le Dakhoui (Kaléidoscope) · Watch on YouTube

youtube_video wWSWhEEzwOE · row wWSWhEEzwOE

LAION-DISCO-12M

Sagatala, Doulai

Listed as Rap Empire – Sagatala, Doulai (Kaléidoscope) · Watch on YouTube

youtube_video yYF9aKdlwJY · row yYF9aKdlwJY

LAION-DISCO-12M

RV, 100/100 Ego

Listed as Rap Empire – RV, 100/100 Ego (La Recrue 3) · Watch on YouTube

youtube_video ytdUdXE3Nx4 · row ytdUdXE3Nx4

LAION-DISCO-12M

Junior Payée, KHAKHILY

Listed as Rap Empire – Junior Payée, KHAKHILY (La Recrue 3) · Watch on YouTube

youtube_video zrFIot-Y7TA · row zrFIot-Y7TA

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.