Yes. dr mafia beats has 148 songs listed in a dataset used to train AI music models.

Used for training 148

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 Ya Lili Ya 3in Instrumental, Instrumental Rai Rap Ya Rayi, Ya Lila El Hit (Instrumental)

Listed under the artist name 148 songs in LAION-DISCO-12M

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

Ya Lili Ya 3in Instrumental

Listed as Dr Mafia Beats – Ya Lili Ya 3in Instrumental (Ya Lili Ya 3in Instrumental) · Watch on YouTube

youtube_video -cCcXe_azqI · row -cCcXe_azqI

LAION-DISCO-12M

Instrumental Rai Rap Ya Rayi

Listed as Dr Mafia Beats – Instrumental Rai Rap Ya Rayi (Instrumental Rai Rap Ya Rayi) · Watch on YouTube

youtube_video -nvkvTMtU5g · row -nvkvTMtU5g

LAION-DISCO-12M

Ya Lila El Hit (Instrumental)

Listed as Dr Mafia Beats – Ya Lila El Hit (Instrumental) (Ya Lila El Hit) · Watch on YouTube

youtube_video 0ybExTH-9c8 · row 0ybExTH-9c8

LAION-DISCO-12M

Joker Piano (Instrumental)

Listed as Dr Mafia Beats – Joker Piano (Instrumental) (Joker Piano) · Watch on YouTube

youtube_video 39NWPe2XnU0 · row 39NWPe2XnU0

LAION-DISCO-12M

Bulgar Drill

Listed as Dr Mafia Beats – Bulgar Drill (Bulgar Drill) · Watch on YouTube

youtube_video 3VKJupT0idw · row 3VKJupT0idw

LAION-DISCO-12M

Instrumental Rai YA KEDABA

Listed as Dr Mafia Beats – Instrumental Rai YA KEDABA (Instrumental Rai YA KEDABA) · Watch on YouTube

youtube_video 482avM2srPc · row 482avM2srPc

LAION-DISCO-12M

Fin Ti9 Fin Tmout (feat. Cheb Finani)

Listed as dr mafia beats – Fin Ti9 Fin Tmout (feat. Cheb Finani) (Fin Ti9 Fin Tmout) · Watch on YouTube

youtube_video 4CD5yEhmLWA · row 4CD5yEhmLWA

LAION-DISCO-12M

Cha3bi Type Beat Ach Hada

Listed as dr mafia beats – Cha3bi Type Beat Ach Hada (Cha3bi Type Beat Ach Hada) · Watch on YouTube

youtube_video 5TUcM9jfDaU · row 5TUcM9jfDaU

LAION-DISCO-12M

La La Rap Rai Instrumental

Listed as Dr Mafia Beats – La La Rap Rai Instrumental (La La Rap Rai Instrumental) · Watch on YouTube

youtube_video 6VCyK1uEqlE · row 6VCyK1uEqlE

LAION-DISCO-12M

Cha3bi Type Beat Marrakech

Listed as dr mafia beats – Cha3bi Type Beat Marrakech (Cha3bi Type Beat Marrakech) · Watch on YouTube

youtube_video 8TkMslSFSbA · row 8TkMslSFSbA

LAION-DISCO-12M

L7LAMA (feat. IHAAB)

Listed as dr mafia beats – L7LAMA (feat. IHAAB) (L7LAMA) · Watch on YouTube

youtube_video 8apUlTf8Tdc · row 8apUlTf8Tdc

LAION-DISCO-12M

Agadir Pop cha3bi (Instrumental)

Listed as dr mafia beats – Agadir Pop cha3bi (Instrumental) (Agadir Pop cha3bi (Instrumental)) · Watch on YouTube

youtube_video 8znUasJZvsQ · row 8znUasJZvsQ

LAION-DISCO-12M

YA LKHAYNA (feat. EL Mellali)

Listed as Dr Mafia Beats – YA LKHAYNA (feat. EL Mellali) (YA LKHAYNA) · Watch on YouTube

youtube_video 94lxz69e-F4 · row 94lxz69e-F4

LAION-DISCO-12M

Ya 3ADYANI

Listed as Dr Mafia Beats – Ya 3ADYANI (Ya 3ADYANI) · Watch on YouTube

youtube_video 9D-bs46jXNg · row 9D-bs46jXNg

LAION-DISCO-12M

Pablo Drill (Instrumental)

Listed as dr mafia beats – Pablo Drill (Instrumental) (Pablo Drill (Instrumental)) · Watch on YouTube

youtube_video BWG5hq923ZI · row BWG5hq923ZI

LAION-DISCO-12M

Hado Mrad

Listed as Dr Mafia Beats – Hado Mrad (Hado Mrad) · Watch on YouTube

youtube_video CaDxjI-7DzI · row CaDxjI-7DzI

LAION-DISCO-12M

Intro (feat. 3orwa)

Listed as dr mafia beats – Intro (feat. 3orwa) (CYANURE) · Watch on YouTube

youtube_video Cg2cF1Ryn9U · row Cg2cF1Ryn9U

LAION-DISCO-12M

MA - DZ Trap Instrumental

Listed as Dr Mafia Beats – MA - DZ Trap Instrumental (MA-DZ Trap Instrumental) · Watch on YouTube

youtube_video F0xYPgg0EKM · row F0xYPgg0EKM

LAION-DISCO-12M

Chira 7aba Doro (feat. Imad serhane)

Listed as dr mafia beats – Chira 7aba Doro (feat. Imad serhane) (Chira 7aba Doro) · Watch on YouTube

youtube_video F1stB6pKzik · row F1stB6pKzik

LAION-DISCO-12M

NBLA (feat. 3orwa)

Listed as dr mafia beats – NBLA (feat. 3orwa) (CYANURE) · Watch on YouTube

youtube_video HUDvfWfJz7g · row HUDvfWfJz7g

LAION-DISCO-12M

Leyla Instrumental

Listed as Dr Mafia Beats – Leyla Instrumental (Leyla Instrumental) · Watch on YouTube

youtube_video INhGaHyquo8 · row INhGaHyquo8

LAION-DISCO-12M

Ya Hasra Rap Rai Instrumental

Listed as Dr Mafia Beats – Ya Hasra Rap Rai Instrumental (Ya Hasra Rap Rai Instrumental) · Watch on YouTube

youtube_video LElSr8_AM5U · row LElSr8_AM5U

LAION-DISCO-12M

YA DATNI - Rai Rap Instrumental

Listed as Dr Mafia Beats – YA DATNI - Rai Rap Instrumental (YA DATNI - Rai Rap Instrumental) · Watch on YouTube

youtube_video LYcTpqq5vJQ · row LYcTpqq5vJQ

LAION-DISCO-12M

GAGA (feat. 3orwa)

Listed as dr mafia beats – GAGA (feat. 3orwa) (CYANURE) · Watch on YouTube

youtube_video OjARhArIs2g · row OjARhArIs2g

LAION-DISCO-12M

MrBeast (Instrumental)

Listed as dr mafia beats – MrBeast (Instrumental) (MrBeast (Instrumental)) · Watch on YouTube

youtube_video Q9KYs54cwvw · row Q9KYs54cwvw

LAION-DISCO-12M

Ya Khalouni Rai Guitar Instumental

Listed as Dr Mafia Beats – Ya Khalouni Rai Guitar Instumental (Ya Khalouni Rai Guitar Instumental) · Watch on YouTube

youtube_video QfSW2fp20eI · row QfSW2fp20eI

LAION-DISCO-12M

Cameroun Afro Trap Instrumental

Listed as Dr Mafia Beats – Cameroun Afro Trap Instrumental (Cameroun Afro Trap Instrumental) · Watch on YouTube

youtube_video SDfBNfSS1YA · row SDfBNfSS1YA

LAION-DISCO-12M

Ghadara Cha3bi Pop (Instrumental)

Listed as dr mafia beats – Ghadara Cha3bi Pop (Instrumental) (Ghadara Cha3bi Pop (Instrumental)) · Watch on YouTube

youtube_video TvCQ-jYm6f0 · row TvCQ-jYm6f0

LAION-DISCO-12M

TAHJIJA (feat. 3orwa)

Listed as dr mafia beats – TAHJIJA (feat. 3orwa) (TAHJIJA) · Watch on YouTube

youtube_video TziBd_q9PWM · row TziBd_q9PWM

LAION-DISCO-12M

Bay3on Rakhis - بيع رخيص

Listed as Dr Mafia Beats – Bay3on Rakhis - بيع رخيص (Bay3on Rakhis - بيع رخيص) · Watch on YouTube

youtube_video UREex3fQhH4 · row UREex3fQhH4

LAION-DISCO-12M

Drill Instrumental - Opera

Listed as Dr Mafia Beats – Drill Instrumental - Opera (Drill Instrumental - Opera) · Watch on YouTube

youtube_video WEAx4jlccFg · row WEAx4jlccFg

LAION-DISCO-12M

Echoes Drill Type Beat

Listed as Dr Mafia Beats – Echoes Drill Type Beat (Echoes Drill Type Beat) · Watch on YouTube

youtube_video ZXFnFjl20LY · row ZXFnFjl20LY

LAION-DISCO-12M

African Afrobeat Instrumental

Listed as DR MAFIA BEATS – African Afrobeat Instrumental (African Afrobeat Instrumental) · Watch on YouTube

youtube_video ZtZrDLcayl4 · row ZtZrDLcayl4

LAION-DISCO-12M

Ya Lbabor El Hit (Instrumental)

Listed as Dr Mafia Beats – Ya Lbabor El Hit (Instrumental) (Ya Lbabor El Hit) · Watch on YouTube

youtube_video ZyqPEwBdOoY · row ZyqPEwBdOoY

LAION-DISCO-12M

MAGHRIBI

Listed as Dr Mafia Beats – MAGHRIBI (MAGHRIBI) · Watch on YouTube

youtube_video aXGzgGYl3gE · row aXGzgGYl3gE

LAION-DISCO-12M

bandia (feat. Skimi)

Listed as dr mafia beats – bandia (feat. Skimi) (bandia) · Watch on YouTube

youtube_video ahn777_YoAM · row ahn777_YoAM

LAION-DISCO-12M

Cha3bi YA MA MA

Listed as dr mafia beats – Cha3bi YA MA MA (Cha3bi YA MA MA) · Watch on YouTube

youtube_video c9qUrcZN1-c · row c9qUrcZN1-c

LAION-DISCO-12M

Samara Afrobeat

Listed as Dr Mafia Beats – Samara Afrobeat (Samara Afrobeat) · Watch on YouTube

youtube_video dFff16Sfue8 · row dFff16Sfue8

LAION-DISCO-12M

Afrobeat Mentirosos

Listed as Dr Mafia Beats – Afrobeat Mentirosos (Afrobeat Mentirosos) · Watch on YouTube

youtube_video dJk0zLfVnCE · row dJk0zLfVnCE

LAION-DISCO-12M

Cha3bi Instrumental Dandana

Listed as Dr Mafia Beats – Cha3bi Instrumental Dandana (Cha3bi Instrumental Dandana) · Watch on YouTube

youtube_video dmdilzGWQkA · row dmdilzGWQkA

LAION-DISCO-12M

TAL 3DABI

Listed as dr mafia beats – TAL 3DABI (TAL 3DABI) · Watch on YouTube

youtube_video fGbULjfUWcI · row fGbULjfUWcI

LAION-DISCO-12M

Ya Morocco

Listed as Dr Mafia Beats – Ya Morocco (Ya Morocco) · Watch on YouTube

youtube_video gblbjuV495Y · row gblbjuV495Y

LAION-DISCO-12M

Moroccan El Hit Instrumental Milano

Listed as Dr Mafia Beats – Moroccan El Hit Instrumental Milano (Moroccan El Hit Instrumental Milano) · Watch on YouTube

youtube_video nCakGuCZ-HE · row nCakGuCZ-HE

LAION-DISCO-12M

Africa

Listed as Dr Mafia Beats – Africa (Africa) · Watch on YouTube

youtube_video qiKbdWIapeM · row qiKbdWIapeM

LAION-DISCO-12M

MOROCCAN DRILL (Type Beat Instrumental)

Listed as dr mafia beats – MOROCCAN DRILL (Type Beat Instrumental) (MOROCCAN DRILL (Type Beat Instrumental)) · Watch on YouTube

youtube_video tRhDWKVF3E4 · row tRhDWKVF3E4

LAION-DISCO-12M

MAHBOUL Pop Cha3bi (Instrumental)

Listed as dr mafia beats – MAHBOUL Pop Cha3bi (Instrumental) (MAHBOUL Pop Cha3bi (Instrumental)) · Watch on YouTube

youtube_video tsTeQm-5UMk · row tsTeQm-5UMk

LAION-DISCO-12M

Cha3bi Instumental Ya Zahri

Listed as Dr Mafia Beats – Cha3bi Instumental Ya Zahri (Cha3bi Instumental Ya Zahri) · Watch on YouTube

youtube_video u9P3qwnnr5E · row u9P3qwnnr5E

LAION-DISCO-12M

Ya Khayna

Listed as Dr Mafia Beats – Ya Khayna (Ya Khayna) · Watch on YouTube

youtube_video v8C7cuHifpU · row v8C7cuHifpU

LAION-DISCO-12M

bekatni mi mni galt li wlidi

Listed as Dr Mafia Beats – bekatni mi mni galt li wlidi (bekatni mi mni galt li wlidi) · Watch on YouTube

youtube_video w1owuRRVrHU · row w1owuRRVrHU

LAION-DISCO-12M

Ya Zina Afrobeat

Listed as Dr Mafia Beats – Ya Zina Afrobeat (Ya Zina Afrobeat) · Watch on YouTube

youtube_video zVJr8mkeEUs · row zVJr8mkeEUs

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.