Yes. Beats De Rap has 880 songs listed in a dataset used to train AI music models.

Used for training 880

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 Gangster Gang Music, Pooh Shiesty Lil Durk Type Beat (Instrumental), Dimensiones

Listed under the artist name 880 songs in LAION-DISCO-12M

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

Gangster Gang Music

Listed as Instrumental Rap Hip Hop, Beats De Rap, The HitForce – Gangster Gang Music (Beats 2021 Instrumental) · Watch on YouTube

youtube_video 2mfxSsTQb64 · row 2mfxSsTQb64

LAION-DISCO-12M

Pooh Shiesty Lil Durk Type Beat (Instrumental)

Listed as Instrumental Rap Hip Hop, Beats De Rap, The HitForce – Pooh Shiesty Lil Durk Type Beat (Instrumental) (Instrumental Rap Hip Hop Beats) · Watch on YouTube

youtube_video 2rUDHqgdBDc · row 2rUDHqgdBDc

LAION-DISCO-12M

Dimensiones

Listed as 90's Rap Beats, Beats De Rap, Base De Rap – Dimensiones (ACECHO) · Watch on YouTube

youtube_video 53UtnW8UuTs · row 53UtnW8UuTs

LAION-DISCO-12M

Karma

Listed as 90's Rap Beats, Beats De Rap, Base De Rap – Karma (ACECHO) · Watch on YouTube

youtube_video 5OyWxeuy2pM · row 5OyWxeuy2pM

LAION-DISCO-12M

Sleepy Melly

Listed as 90's Rap Beats, Base De Rap, Beats De Rap – Sleepy Melly (El Varon) · Watch on YouTube

youtube_video 5i04615Lxh8 · row 5i04615Lxh8

LAION-DISCO-12M

Base de Rap - No Más Suspiros

Listed as Lumipa Beats, Beats De Rap, Base De Rap – Base de Rap - No Más Suspiros (Base de Rap - Sin Mirar Atrás) · Watch on YouTube

youtube_video 6k606n2w_mc · row 6k606n2w_mc

LAION-DISCO-12M

violin trap

Listed as Snake Beats, Beats De Rap, Coffe Lofi – violin trap (RELAXING VIBES - Instrumentals Hip Hop, Lofi Beats) · Watch on YouTube

youtube_video 6uyKASkT0q8 · row 6uyKASkT0q8

LAION-DISCO-12M

Freestyle Dark Rap Beat (Trap Beats Instrumental)

Listed as Instrumental Rap Hip Hop, Beats De Rap, The HitForce – Freestyle Dark Rap Beat (Trap Beats Instrumental) (Best Freestyle Beats) · Watch on YouTube

youtube_video 7xcycrkj-es · row 7xcycrkj-es

LAION-DISCO-12M

Steel

Listed as 90's Rap Beats, Beats De Rap, Base De Rap – Steel (ACECHO) · Watch on YouTube

youtube_video AS-TQie5w48 · row AS-TQie5w48

LAION-DISCO-12M

Drill Beat Hard (Drill Beats Instrumental)

Listed as Instrumental Rap Hip Hop, Beats De Rap, The HitForce – Drill Beat Hard (Drill Beats Instrumental) (Best Freestyle Beats) · Watch on YouTube

youtube_video BS7fiXO2C90 · row BS7fiXO2C90

LAION-DISCO-12M

Decidido

Listed as 90's Rap Beats, Beats De Rap, Base De Rap – Decidido (ACECHO) · Watch on YouTube

youtube_video DBrJL22hvOk · row DBrJL22hvOk

LAION-DISCO-12M

Sheff G Drill Type Beat (Drill Beats Instrumental)

Listed as Instrumental Rap Hip Hop, Beats De Rap, The HitForce – Sheff G Drill Type Beat (Drill Beats Instrumental) (Best Freestyle Beats) · Watch on YouTube

youtube_video DHo0E52wZcY · row DHo0E52wZcY

LAION-DISCO-12M

JUICE WRLD Type Beat 2021 (Instrumental Beat)

Listed as Beats De Rap, Instrumental Rap Hip Hop, The HitForce – JUICE WRLD Type Beat 2021 (Instrumental Beat) (Hard Rap Beats 2021 - Rap Beats Freestyle Instrumental) · Watch on YouTube

youtube_video FbWkx3GgVRc · row FbWkx3GgVRc

LAION-DISCO-12M

Nostalgia

Listed as 90's Rap Beats, Base De Rap, Beats De Rap – Nostalgia (El Varon) · Watch on YouTube

youtube_video G3cHiQ47Nug · row G3cHiQ47Nug

LAION-DISCO-12M

Soul Sample Beat (Instrumental Rap)

Listed as Beats De Rap, Instrumental Rap Hip Hop, The HitForce – Soul Sample Beat (Instrumental Rap) (Hard Rap Beats 2021 - Rap Beats Freestyle Instrumental) · Watch on YouTube

youtube_video Gq6y5IS9phg · row Gq6y5IS9phg

LAION-DISCO-12M

Pooh Shiesty Type Beat Hard (Trap Beat Instrumental)

Listed as Beats De Rap, Instrumental Rap Hip Hop, The HitForce – Pooh Shiesty Type Beat Hard (Trap Beat Instrumental) (Hard Rap Beats 2021 - Rap Beats Freestyle Instrumental) · Watch on YouTube

youtube_video JLYXmhOM56o · row JLYXmhOM56o

LAION-DISCO-12M

Sad Drake Type Beat (Instrumental)

Listed as Instrumental Rap Hip Hop, Beats De Rap, The HitForce – Sad Drake Type Beat (Instrumental) (Instrumental Rap Hip Hop Beats) · Watch on YouTube

youtube_video K0SBxrhe3jI · row K0SBxrhe3jI

LAION-DISCO-12M

Piano Hard Drill Beat (Instrumental Rap)

Listed as Instrumental Rap Hip Hop, Beats De Rap, The HitForce – Piano Hard Drill Beat (Instrumental Rap) (Best Freestyle Beats) · Watch on YouTube

youtube_video KFG4t6QLLPg · row KFG4t6QLLPg

LAION-DISCO-12M

Intrépido

Listed as 90's Rap Beats, Beats De Rap, Base De Rap – Intrépido (ACECHO) · Watch on YouTube

youtube_video MU-5Jjevbww · row MU-5Jjevbww

LAION-DISCO-12M

Ayunre

Listed as 90's Rap Beats, Beats De Rap, Base De Rap – Ayunre (ACECHO) · Watch on YouTube

youtube_video Mtb5bj_hnPM · row Mtb5bj_hnPM

LAION-DISCO-12M

Piano Guitar Type Beat 2021 (Instrumental)

Listed as Instrumental Rap Hip Hop, Beats De Rap, The HitForce – Piano Guitar Type Beat 2021 (Instrumental) (Instrumental Rap Hip Hop Beats) · Watch on YouTube

youtube_video PKeE8X_qeow · row PKeE8X_qeow

LAION-DISCO-12M

Afrobeats UK Type Beat (Instrumental)

Listed as Instrumental Rap Hip Hop, Beats De Rap, The HitForce – Afrobeats UK Type Beat (Instrumental) (Instrumental Rap Hip Hop Beats) · Watch on YouTube

youtube_video R-mhimia9S4 · row R-mhimia9S4

LAION-DISCO-12M

Emotional Piano Rap Beat (Instrumental Beats)

Listed as Instrumental Rap Hip Hop, Beats De Rap, The HitForce – Emotional Piano Rap Beat (Instrumental Beats) (Best Freestyle Beats) · Watch on YouTube

youtube_video RAKqWQ4ItN0 · row RAKqWQ4ItN0

LAION-DISCO-12M

Big Calm

Listed as 90's Rap Beats, Beats De Rap, Base De Rap – Big Calm (ACECHO) · Watch on YouTube

youtube_video TPcS1daRGOQ · row TPcS1daRGOQ

LAION-DISCO-12M

Russian Trap Type Beat (Instrumental Trap Beats)

Listed as Beats De Rap, Instrumental Rap Hip Hop, The HitForce – Russian Trap Type Beat (Instrumental Trap Beats) (Hard Rap Beats 2021 - Rap Beats Freestyle Instrumental) · Watch on YouTube

youtube_video UPMtH9yysXE · row UPMtH9yysXE

LAION-DISCO-12M

Weed Smoking Reggae Rap Beat

Listed as Instrumental Rap Hip Hop, Beats De Rap, The HitForce – Weed Smoking Reggae Rap Beat (Beats 2021 Instrumental) · Watch on YouTube

youtube_video ZY6RnX18vOU · row ZY6RnX18vOU

LAION-DISCO-12M

Melodic Hard Trap Beat (Instrumental)

Listed as Instrumental Rap Hip Hop, Beats De Rap, The HitForce – Melodic Hard Trap Beat (Instrumental) (Instrumental Rap Hip Hop Beats) · Watch on YouTube

youtube_video _Bykj5GIoJs · row _Bykj5GIoJs

LAION-DISCO-12M

Ahora te di banda

Listed as Base De Rap, Beats de maestros, Beats De Rap – Ahora te di banda (Al Jadaqui) · Watch on YouTube

youtube_video _u_hSDbu2j8 · row _u_hSDbu2j8

LAION-DISCO-12M

Rap R&B Type Beat (Instrumental)

Listed as Instrumental Rap Hip Hop, Beats De Rap, The HitForce – Rap R&B Type Beat (Instrumental) (Instrumental Rap Hip Hop Beats) · Watch on YouTube

youtube_video aQtF3Ij_iqs · row aQtF3Ij_iqs

LAION-DISCO-12M

Blood

Listed as 90's Rap Beats, Beats De Rap, Base De Rap – Blood (ACECHO) · Watch on YouTube

youtube_video amKH3KFs-eo · row amKH3KFs-eo

LAION-DISCO-12M

Pooh Shiesty x Cardi B Type Beat 2021

Listed as Instrumental Rap Hip Hop, Beats De Rap, The HitForce – Pooh Shiesty x Cardi B Type Beat 2021 (Beats 2021 Instrumental) · Watch on YouTube

youtube_video bRcDbhJCsPg · row bRcDbhJCsPg

LAION-DISCO-12M

Rap Hip-Hop Battle Beat 2021 (Freestyle Beats)

Listed as Instrumental Rap Hip Hop, Beats De Rap, The HitForce – Rap Hip-Hop Battle Beat 2021 (Freestyle Beats) (Instrumental Rap Hip Hop Beats) · Watch on YouTube

youtube_video dvklY290NgE · row dvklY290NgE

LAION-DISCO-12M

Last Cosmo

Listed as 90's Rap Beats, Beats De Rap, Base De Rap – Last Cosmo (Cancioncitas) · Watch on YouTube

youtube_video exTxYxyleh0 · row exTxYxyleh0

LAION-DISCO-12M

Base de Rap - Silencio en el Alma

Listed as Lumipa Beats, Beats De Rap, Base De Rap – Base de Rap - Silencio en el Alma (Base de Rap - Sin Mirar Atrás) · Watch on YouTube

youtube_video eyPNcPUFg0w · row eyPNcPUFg0w

LAION-DISCO-12M

Base de Rap - Despedida Sin Retorno

Listed as Lumipa Beats, Beats De Rap, Base De Rap – Base de Rap - Despedida Sin Retorno (Base de Rap - Sin Mirar Atrás) · Watch on YouTube

youtube_video gFTLtkBPjx8 · row gFTLtkBPjx8

LAION-DISCO-12M

Hue

Listed as 90's Rap Beats, Base De Rap, Beats De Rap – Hue (El Varon) · Watch on YouTube

youtube_video gzsQZvmBQXU · row gzsQZvmBQXU

LAION-DISCO-12M

Hard Trap Beats Freestyle (Beats Instrumental)

Listed as Instrumental Rap Hip Hop, Beats De Rap, The HitForce – Hard Trap Beats Freestyle (Beats Instrumental) (Best Freestyle Beats) · Watch on YouTube

youtube_video hcKmm_c7p48 · row hcKmm_c7p48

LAION-DISCO-12M

Don't Worry

Listed as BASE DE TRAP, Beats De Rap, Base De Rap – Don't Worry (Fresh (Instrumental Trap)) · Watch on YouTube

youtube_video jAGlA3TxdOY · row jAGlA3TxdOY

LAION-DISCO-12M

Lives

Listed as 90's Rap Beats, Beats De Rap, Base De Rap – Lives (ACECHO) · Watch on YouTube

youtube_video kB4SynfG2Rw · row kB4SynfG2Rw

LAION-DISCO-12M

Freestyle Beats Rap (Instrumental)

Listed as Instrumental Rap Hip Hop, Beats De Rap, The HitForce – Freestyle Beats Rap (Instrumental) (Instrumental Rap Hip Hop Beats) · Watch on YouTube

youtube_video lJs_HPzjSLA · row lJs_HPzjSLA

LAION-DISCO-12M

soothing to the soul

Listed as Snake Beats, Beats De Rap, Coffe Lofi – soothing to the soul (RELAXING VIBES - Instrumentals Hip Hop, Lofi Beats) · Watch on YouTube

youtube_video lQrce82WbWE · row lQrce82WbWE

LAION-DISCO-12M

Base de Rap - Sin Mirar Atrás

Listed as Lumipa Beats, Beats De Rap, Base De Rap – Base de Rap - Sin Mirar Atrás (Base de Rap - Sin Mirar Atrás) · Watch on YouTube

youtube_video lscog3945vo · row lscog3945vo

LAION-DISCO-12M

Abofetiao

Listed as 90's Rap Beats, Base De Rap, Beats De Rap – Abofetiao (Abofetiao) · Watch on YouTube

youtube_video mdQjVPViE9o · row mdQjVPViE9o

LAION-DISCO-12M

Certified Lover Boy Type Beat (Instrumental)

Listed as Instrumental Rap Hip Hop, Beats De Rap, The HitForce – Certified Lover Boy Type Beat (Instrumental) (Best Freestyle Beats) · Watch on YouTube

youtube_video nIrFCgrnsIM · row nIrFCgrnsIM

LAION-DISCO-12M

Ceres Calls

Listed as 90's Rap Beats, Base De Rap, Beats De Rap – Ceres Calls (El Varon) · Watch on YouTube

youtube_video ofeqArhIFEY · row ofeqArhIFEY

LAION-DISCO-12M

Wu Tang Type Beat (Freestyle Beats)

Listed as Instrumental Rap Hip Hop, Beats De Rap, The HitForce – Wu Tang Type Beat (Freestyle Beats) (Best Freestyle Beats) · Watch on YouTube

youtube_video qBnBeEMTvZg · row qBnBeEMTvZg

LAION-DISCO-12M

Slow Trap Beat (Instrumental Beat)

Listed as Beats De Rap, Instrumental Rap Hip Hop, The HitForce – Slow Trap Beat (Instrumental Beat) (Hard Rap Beats 2021 - Rap Beats Freestyle Instrumental) · Watch on YouTube

youtube_video uIYeNCmcz8U · row uIYeNCmcz8U

LAION-DISCO-12M

Teardrops

Listed as Jonathan Beats, Base De Rap, Beats De Rap – Teardrops (La codicia) · Watch on YouTube

youtube_video ul95RNygMOo · row ul95RNygMOo

LAION-DISCO-12M

Tu No Vive Así

Listed as 90's Rap Beats, Beats De Rap, Base De Rap – Tu No Vive Así (Arcangel) · Watch on YouTube

youtube_video vw3696fIO8g · row vw3696fIO8g

LAION-DISCO-12M

Lofi Chill Trap Type Beat (Instrumental Beats)

Listed as Beats De Rap, Instrumental Rap Hip Hop, The HitForce – Lofi Chill Trap Type Beat (Instrumental Beats) (Hard Rap Beats 2021 - Rap Beats Freestyle Instrumental) · Watch on YouTube

youtube_video xFbksUbG7f4 · row xFbksUbG7f4

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.