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 Pochinki Afro Trap Instrumental, Perdu Trap Instrumental, Melodic Guitar 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.

Pochinki Afro Trap Instrumental

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

youtube_video 3kWn8uANyKE · row 3kWn8uANyKE

LAION-DISCO-12M

Perdu Trap Instrumental

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

youtube_video 3kjkSSPGymo · row 3kjkSSPGymo

LAION-DISCO-12M

Melodic Guitar Instrumental

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

youtube_video 40Hit97JysI · row 40Hit97JysI

LAION-DISCO-12M

Uk Drill Beat - Drill Instrumental

Listed as DR MAFIA BEATS – Uk Drill Beat - Drill Instrumental (Uk Drill Beat - Drill Instrumental) · Watch on YouTube

youtube_video 4k4vh1Mhyfw · row 4k4vh1Mhyfw

LAION-DISCO-12M

Gang - Afro Trap Beat

Listed as Dr Mafia Beats – Gang - Afro Trap Beat (Gang - Afro Trap Beat) · Watch on YouTube

youtube_video 6NDw7z9cBv0 · row 6NDw7z9cBv0

LAION-DISCO-12M

Ukraine Drill Instrumental

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

youtube_video 79chKR9Welo · row 79chKR9Welo

LAION-DISCO-12M

Old School Beat Flare Gun

Listed as Dr Mafia Beats – Old School Beat Flare Gun (Old School Beat Flare Gun) · Watch on YouTube

youtube_video 8u-QMFPGSd0 · row 8u-QMFPGSd0

LAION-DISCO-12M

Sa7bi

Listed as Dr Mafia Beats – Sa7bi (Sa7bi) · Watch on YouTube

youtube_video 9BRiE3tGHx0 · row 9BRiE3tGHx0

LAION-DISCO-12M

El Hit Trap Instrumental Nayda

Listed as DR MAFIA BEATS – El Hit Trap Instrumental Nayda (El Hit Trap Instrumental Nayda) · Watch on YouTube

youtube_video 9dqTtN5rjhk · row 9dqTtN5rjhk

LAION-DISCO-12M

Afrobeat Instrumental Nicely

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

youtube_video B2MaapxOghY · row B2MaapxOghY

LAION-DISCO-12M

Sad Guitar Instrumental Dounia

Listed as DR MAFIA BEATS – Sad Guitar Instrumental Dounia (Sad Guitar Instrumental Dounia) · Watch on YouTube

youtube_video Ch5Dnh0Smjs · row Ch5Dnh0Smjs

LAION-DISCO-12M

Latin Guitar - Trap Instrumental

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

youtube_video DQciIRKPfgM · row DQciIRKPfgM

LAION-DISCO-12M

CAP 3 (feat. 3orwa)

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

youtube_video GQA3tTUGZ_k · row GQA3tTUGZ_k

LAION-DISCO-12M

Nachat

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

youtube_video GrmukXAa45w · row GrmukXAa45w

LAION-DISCO-12M

DREAMING

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

youtube_video HG0cQRjozOw · row HG0cQRjozOw

LAION-DISCO-12M

Guitar Type Beat Caramella

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

youtube_video JaU4udm-DSY · row JaU4udm-DSY

LAION-DISCO-12M

Yamma

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

youtube_video KuEoAx_NGHs · row KuEoAx_NGHs

LAION-DISCO-12M

Brazil Instrumental

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

youtube_video L4t_5iRxfKo · row L4t_5iRxfKo

LAION-DISCO-12M

MOKA (feat. 3orwa)

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

youtube_video M4X_kVt-BTk · row M4X_kVt-BTk

LAION-DISCO-12M

Ya Wili Ya Wili (feat. Diga Flow)

Listed as Dr Mafia Beats – Ya Wili Ya Wili (feat. Diga Flow) (Ya Wili Ya Wili) · Watch on YouTube

youtube_video Mwt7Yf3qsm4 · row Mwt7Yf3qsm4

LAION-DISCO-12M

Tequila

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

youtube_video O-KMk3uGbRs · row O-KMk3uGbRs

LAION-DISCO-12M

Lyoum (feat. youss45)

Listed as dr mafia beats – Lyoum (feat. youss45) (Lyoum) · Watch on YouTube

youtube_video Ob3Dm89C_A4 · row Ob3Dm89C_A4

LAION-DISCO-12M

Pablo Trap Type Beat

Listed as Dr Mafia Beats – Pablo Trap Type Beat (Pablo Trap Type Beat) · Watch on YouTube

youtube_video Ortly-r_jjI · row Ortly-r_jjI

LAION-DISCO-12M

Afrobeat Lamara

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

youtube_video T672jGVP-rc · row T672jGVP-rc

LAION-DISCO-12M

Uk Drill Type Beat Instrumental - Casablanca

Listed as Dr Mafia Beats – Uk Drill Type Beat Instrumental - Casablanca (Uk Drill Type Beat Instrumental - Casablanca) · Watch on YouTube

youtube_video Vjb2JcOSL5Y · row Vjb2JcOSL5Y

LAION-DISCO-12M

Lagos Afrobeat

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

youtube_video WxYpWHiDU-k · row WxYpWHiDU-k

LAION-DISCO-12M

Paranoia

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

youtube_video X_PA4zgjRNw · row X_PA4zgjRNw

LAION-DISCO-12M

Drill Type Beat Morocco

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

youtube_video XqefgcLPO3w · row XqefgcLPO3w

LAION-DISCO-12M

Drill Beat - WARRIOR

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

youtube_video _6mxolGw_zk · row _6mxolGw_zk

LAION-DISCO-12M

Vida Loca

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

youtube_video fpYHPxxRVAA · row fpYHPxxRVAA

LAION-DISCO-12M

Nigeria Afrobeat Instrumental

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

youtube_video gl5p9-U45-8 · row gl5p9-U45-8

LAION-DISCO-12M

Piano Drill Type Beat

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

youtube_video hZwGanOc2Rs · row hZwGanOc2Rs

LAION-DISCO-12M

Guitar Type Beat Monada

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

youtube_video iuVYDaBH8iM · row iuVYDaBH8iM

LAION-DISCO-12M

Espoir Trap Instrumental

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

youtube_video jH5ykiVBOGM · row jH5ykiVBOGM

LAION-DISCO-12M

Sad Life

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

youtube_video jyyec0eX_pE · row jyyec0eX_pE

LAION-DISCO-12M

Ya Denya

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

youtube_video luwOCEM9nYY · row luwOCEM9nYY

LAION-DISCO-12M

Afro Trap Beat Instrumental - Godzilla

Listed as Dr Mafia Beats – Afro Trap Beat Instrumental - Godzilla (Afro Trap Beat Instrumental - Godzilla) · Watch on YouTube

youtube_video m24LNeO2mpk · row m24LNeO2mpk

LAION-DISCO-12M

Spanish Guitar (Instrumental)

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

youtube_video nofxG66tm-o · row nofxG66tm-o

LAION-DISCO-12M

Layali (Guitar Type Beat)

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

youtube_video pFpn2kz6dkw · row pFpn2kz6dkw

LAION-DISCO-12M

Plata o Plomo

Listed as Dr Mafia Beats – Plata o Plomo (Plata o Plomo) · Watch on YouTube

youtube_video pN2yPJjIXd4 · row pN2yPJjIXd4

LAION-DISCO-12M

Caramel - Afrobeat Instrumental

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

youtube_video pdeVPjM6qN0 · row pdeVPjM6qN0

LAION-DISCO-12M

Drill Type Beat Insrumental Katana

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

youtube_video pjlLaxg9Gz8 · row pjlLaxg9Gz8

LAION-DISCO-12M

Reverb

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

youtube_video ugMM8t9Z9MA · row ugMM8t9Z9MA

LAION-DISCO-12M

Misery

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

youtube_video uqx68yhWrpk · row uqx68yhWrpk

LAION-DISCO-12M

TAFI

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

youtube_video vBmruN5ddrM · row vBmruN5ddrM

LAION-DISCO-12M

Olala Afrobeat Instrumental

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

youtube_video vNFHUKxyiOc · row vNFHUKxyiOc

LAION-DISCO-12M

Latin Afro Drill Instrumental

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

youtube_video vVOnLF6dpq0 · row vVOnLF6dpq0

LAION-DISCO-12M

Guatemala (Instrumental)

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

youtube_video wPiKE1ty93k · row wPiKE1ty93k

LAION-DISCO-12M

Sombre Type Beat

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

youtube_video xo-iQO0o3Ww · row xo-iQO0o3Ww

LAION-DISCO-12M

Afrobeat Instrumental - Señorita

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

youtube_video zxpNVGfqVGQ · row zxpNVGfqVGQ

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.