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 The Night Type Beat, Latin Guitar Hiphop Instrumental, Medellin

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.

The Night Type Beat

Listed as Dr Mafia Beats – The Night Type Beat (The Night Type Beat) · Watch on YouTube

youtube_video 1xkcoY_UfGs · row 1xkcoY_UfGs

LAION-DISCO-12M

Latin Guitar Hiphop Instrumental

Listed as Dr Mafia Beats – Latin Guitar Hiphop Instrumental (Latin Guitar Hiphop Instrumental) · Watch on YouTube

youtube_video 4QGHGa9Ehtg · row 4QGHGa9Ehtg

LAION-DISCO-12M

Medellin

Listed as DR MAFIA BEATS – Medellin (Medellin) · Watch on YouTube

youtube_video 4aHYr63zTGA · row 4aHYr63zTGA

LAION-DISCO-12M

SAD STORY

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

youtube_video 4kitYytgW2M · row 4kitYytgW2M

LAION-DISCO-12M

BAYNA MN LAWEL

Listed as Dr Mafia Beats – BAYNA MN LAWEL (BAYNA MN LAWEL) · Watch on YouTube

youtube_video 5ApeSK3-dxc · row 5ApeSK3-dxc

LAION-DISCO-12M

HACHICH

Listed as DR MAFIA BEATS – HACHICH (HACHICH) · Watch on YouTube

youtube_video 9jiAGBoDPEs · row 9jiAGBoDPEs

LAION-DISCO-12M

PAIN

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

youtube_video 9mribx2mniY · row 9mribx2mniY

LAION-DISCO-12M

Latin Guitar Beat - Dinero

Listed as Dr Mafia Beats – Latin Guitar Beat - Dinero (Latin Guitar Beat - Dinero) · Watch on YouTube

youtube_video A__wbFoMp_Y · row A__wbFoMp_Y

LAION-DISCO-12M

Latino Guitar Instrumental - Scars

Listed as Dr Mafia Beats – Latino Guitar Instrumental - Scars (Latino Guitar Instrumental - Scars) · Watch on YouTube

youtube_video COuT2IvEfjc · row COuT2IvEfjc

LAION-DISCO-12M

Gremlin Guitar Type Beat

Listed as Dr Mafia Beats – Gremlin Guitar Type Beat (Gremlin Guitar Type Beat) · Watch on YouTube

youtube_video D0v88Zg_NBQ · row D0v88Zg_NBQ

LAION-DISCO-12M

Cannabis Drill Instumental

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

youtube_video E6O27YkLoik · row E6O27YkLoik

LAION-DISCO-12M

Calma Afrobeat Instrumental

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

youtube_video Hr04kQKuuB4 · row Hr04kQKuuB4

LAION-DISCO-12M

Afrobeat x Latino Instrumental

Listed as Dr Mafia Beats – Afrobeat x Latino Instrumental (Afrobeat x Latino Instrumental) · Watch on YouTube

youtube_video IdFtdlGg5gk · row IdFtdlGg5gk

LAION-DISCO-12M

Tornado Drill

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

youtube_video IkCiFlURubc · row IkCiFlURubc

LAION-DISCO-12M

Vibes Type Beat Instrumental

Listed as Dr Mafia Beats – Vibes Type Beat Instrumental (Vibes Type Beat Instrumental) · Watch on YouTube

youtube_video ItXpEAV7oTA · row ItXpEAV7oTA

LAION-DISCO-12M

Kalimat Trap Instrumental

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

youtube_video KuVJmtUEWrw · row KuVJmtUEWrw

LAION-DISCO-12M

Drill Beat - Loading

Listed as Dr Mafia Beats – Drill Beat - Loading (Drill Beat - Loading) · Watch on YouTube

youtube_video M9hVstL_5fk · row M9hVstL_5fk

LAION-DISCO-12M

Ya Lil

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

youtube_video PJCnYMjquQg · row PJCnYMjquQg

LAION-DISCO-12M

"CHAMPION" Afro Trap Instrumental

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

youtube_video QWKrRkmgyMQ · row QWKrRkmgyMQ

LAION-DISCO-12M

Love

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

youtube_video RKsRQlyMCNw · row RKsRQlyMCNw

LAION-DISCO-12M

Trap Afrobeat Guitar Instrumental

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

youtube_video SeJQ8Ti4sFM · row SeJQ8Ti4sFM

LAION-DISCO-12M

Afrobeat Guitar Maria

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

youtube_video SfXyXRJJ3u0 · row SfXyXRJJ3u0

LAION-DISCO-12M

Trap Instrumental Punch

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

youtube_video VHSs4EAU4C0 · row VHSs4EAU4C0

LAION-DISCO-12M

Milano RMX

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

youtube_video WpAR9AuQBUc · row WpAR9AuQBUc

LAION-DISCO-12M

Solitaire Trap Instrumental

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

youtube_video YLF5q8G-8Bc · row YLF5q8G-8Bc

LAION-DISCO-12M

La Rue

Listed as DR MAFIA BEATS – La Rue (La Rue) · Watch on YouTube

youtube_video Yo_U1968kZI · row Yo_U1968kZI

LAION-DISCO-12M

Trap Instrumental Sinaloa

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

youtube_video a9I3dRXZcjU · row a9I3dRXZcjU

LAION-DISCO-12M

Latino Trap Guitar Instrumental

Listed as DR MAFIA BEATS – Latino Trap Guitar Instrumental (Latino Trap Guitar Instrumental) · Watch on YouTube

youtube_video bJuC_jnjDtM · row bJuC_jnjDtM

LAION-DISCO-12M

Round 1

Listed as Dr Mafia Beats – Round 1 (Round 1) · Watch on YouTube

youtube_video byjgV7Oct0o · row byjgV7Oct0o

LAION-DISCO-12M

Dark Drill Type Beat Hazard

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

youtube_video c5N0wvl3kl8 · row c5N0wvl3kl8

LAION-DISCO-12M

bnt jiran

Listed as dr mafia beats – bnt jiran (bnt jiran) · Watch on YouTube

youtube_video dHUMEBjY9bA · row dHUMEBjY9bA

LAION-DISCO-12M

La Qualité

Listed as DR MAFIA BEATS – La Qualité (La Qualité) · Watch on YouTube

youtube_video eYR2C-VoEPU · row eYR2C-VoEPU

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Start A War

Listed as dr mafia beats – Start A War (Start A War) · Watch on YouTube

youtube_video evAhphn-vNQ · row evAhphn-vNQ

LAION-DISCO-12M

Trap Instrumental AWM

Listed as DR MAFIA BEATS – Trap Instrumental AWM (Trap Instrumental AWM) · Watch on YouTube

youtube_video f7evE3pxgMg · row f7evE3pxgMg

LAION-DISCO-12M

Fuego Afro Trap (Instrumental)

Listed as DR MAFIA BEATS – Fuego Afro Trap (Instrumental) (Fuego Afro Trap) · Watch on YouTube

youtube_video hNJ4oxNWo7A · row hNJ4oxNWo7A

LAION-DISCO-12M

Gorilla Oldschool (Instrumental)

Listed as DR MAFIA BEATS – Gorilla Oldschool (Instrumental) (Gorilla Oldschool (Instrumental)) · Watch on YouTube

youtube_video jYXxVaG1Wek · row jYXxVaG1Wek

LAION-DISCO-12M

Guitar Type Beat - ALONE

Listed as Dr Mafia Beats – Guitar Type Beat - ALONE (Guitar Type Beat - ALONE) · Watch on YouTube

youtube_video l8R4dXhAjSk · row l8R4dXhAjSk

LAION-DISCO-12M

Sadness Dancehall

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

youtube_video lK_4PJr8jjk · row lK_4PJr8jjk

LAION-DISCO-12M

Uzi Trap Instrumental

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

youtube_video lph-c2lDOdI · row lph-c2lDOdI

LAION-DISCO-12M

Semphony

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

youtube_video pRhzxkGBxb0 · row pRhzxkGBxb0

LAION-DISCO-12M

Gracies

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

youtube_video ptaSinxPvfk · row ptaSinxPvfk

LAION-DISCO-12M

Rockstar

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

youtube_video qJ8fS9rPJe8 · row qJ8fS9rPJe8

LAION-DISCO-12M

Trap Guitar Instrumental (Havana)

Listed as DR MAFIA BEATS – Trap Guitar Instrumental (Havana) (Trap Guitar Instrumental) · Watch on YouTube

youtube_video qyotwQVSHmU · row qyotwQVSHmU

LAION-DISCO-12M

Lost Time (Drill Instrumental)

Listed as Dr Mafia Beats – Lost Time (Drill Instrumental) (Lost Time (Drill Instrumental)) · Watch on YouTube

youtube_video sDTWhzzm5e4 · row sDTWhzzm5e4

LAION-DISCO-12M

Hideaway Afrobeat (Instrumental)

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

youtube_video thnBcaQTX6w · row thnBcaQTX6w

LAION-DISCO-12M

EL MEJOR

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

youtube_video u50MukUrARg · row u50MukUrARg

LAION-DISCO-12M

AKM Drill Instrumental

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

youtube_video wu80GZKU2-k · row wu80GZKU2-k

LAION-DISCO-12M

NINJA

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

youtube_video yTRm5d8s3TM · row yTRm5d8s3TM

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.