Yes. Drill Beats has 33 songs listed in a dataset used to train AI music models.

Used for training 33

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 UK Drill Type Beats 2021 (Drill Beat), Toronto Melodic Drill Type Beat (Instrumental), New York Drill Type Beat (Instrumental)

Listed under the artist name 33 songs in LAION-DISCO-12M

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

UK Drill Type Beats 2021 (Drill Beat)

Listed as Type Beat, Drill Beats – UK Drill Type Beats 2021 (Drill Beat) (Drill Type Beat - Drill Beats 2021) · Watch on YouTube

youtube_video 1HRpPGEC-FE · row 1HRpPGEC-FE

LAION-DISCO-12M

Toronto Melodic Drill Type Beat (Instrumental)

Listed as Drill Beats – Toronto Melodic Drill Type Beat (Instrumental) (Drill Beats Instrumentals) · Watch on YouTube

youtube_video 3wRLXLRDP0c · row 3wRLXLRDP0c

LAION-DISCO-12M

New York Drill Type Beat (Instrumental)

Listed as Drill Beats – New York Drill Type Beat (Instrumental) (Drill Beats Instrumentals) · Watch on YouTube

youtube_video 4-cc6MUcs48 · row 4-cc6MUcs48

LAION-DISCO-12M

Georgia Blessed

Listed as Cream Troop, Drill Beats – Georgia Blessed (Frozen Drinks) · Watch on YouTube

youtube_video 49cEzwh90DI · row 49cEzwh90DI

LAION-DISCO-12M

Drill Beat Bass

Listed as Type Beat, Drill Beats – Drill Beat Bass (Drill Type Beat - Drill Beats 2021) · Watch on YouTube

youtube_video 5eDmkjmc7Rw · row 5eDmkjmc7Rw

LAION-DISCO-12M

Frozen Drinks

Listed as Cream Troop, Drill Beats – Frozen Drinks (Frozen Drinks) · Watch on YouTube

youtube_video 6L_uV_0UpTU · row 6L_uV_0UpTU

LAION-DISCO-12M

NY UK Drill (Beats Instrumental)

Listed as Type Beat, Drill Beats – NY UK Drill (Beats Instrumental) (Drill Type Beat - Drill Beats 2021) · Watch on YouTube

youtube_video 9c8zH6oRaog · row 9c8zH6oRaog

LAION-DISCO-12M

UK Drill Beat (Instrumental)

Listed as Drill Beats – UK Drill Beat (Instrumental) (Drill Beats Instrumentals) · Watch on YouTube

youtube_video BO8ZqgpWsyI · row BO8ZqgpWsyI

LAION-DISCO-12M

Sleepy Hallow 2021 Type Beat (Drill Beat)

Listed as Type Beat, Drill Beats – Sleepy Hallow 2021 Type Beat (Drill Beat) (Drill Type Beat - Drill Beats 2021) · Watch on YouTube

youtube_video CKSMQyhUFeo · row CKSMQyhUFeo

LAION-DISCO-12M

Grime Rap Drill Beat (Hard Drill Beat)

Listed as Type Beat, Drill Beats – Grime Rap Drill Beat (Hard Drill Beat) (Drill Type Beat - Drill Beats 2021) · Watch on YouTube

youtube_video DhsVRUT1-2g · row DhsVRUT1-2g

LAION-DISCO-12M

Spot Em Drill Beat (Instrumental)

Listed as Drill Beats – Spot Em Drill Beat (Instrumental) (Drill Beats Instrumentals) · Watch on YouTube

youtube_video FRIZRowb-7M · row FRIZRowb-7M

LAION-DISCO-12M

Pop Smoke Drill (Instrumental Beat)

Listed as Drill Beats – Pop Smoke Drill (Instrumental Beat) (Drill Beats Instrumentals) · Watch on YouTube

youtube_video HkhGn4xn8MQ · row HkhGn4xn8MQ

LAION-DISCO-12M

Aggressive Drill Type Beat (Drill Beat)

Listed as Type Beat, Drill Beats – Aggressive Drill Type Beat (Drill Beat) (Drill Type Beat - Drill Beats 2021) · Watch on YouTube

youtube_video K9HdGKgwYzY · row K9HdGKgwYzY

LAION-DISCO-12M

Drill Music Type Beat (Drill Beat)

Listed as Type Beat, Drill Beats – Drill Music Type Beat (Drill Beat) (Drill Type Beat - Drill Beats 2021) · Watch on YouTube

youtube_video KF-aA9qyOCA · row KF-aA9qyOCA

LAION-DISCO-12M

Astro By The Way

Listed as Cream Troop, Drill Beats – Astro By The Way (Frozen Drinks) · Watch on YouTube

youtube_video OAwCs2fjJ1A · row OAwCs2fjJ1A

LAION-DISCO-12M

DigDat Type Beat (Drill Beat)

Listed as Type Beat, Drill Beats – DigDat Type Beat (Drill Beat) (Drill Type Beat - Drill Beats 2021) · Watch on YouTube

youtube_video PrQJJLqKKCk · row PrQJJLqKKCk

LAION-DISCO-12M

Drill Beats Flex (Instrumental Beat)

Listed as Drill Beats – Drill Beats Flex (Instrumental Beat) (Drill Beats Instrumentals) · Watch on YouTube

youtube_video SY88RT4p62Q · row SY88RT4p62Q

LAION-DISCO-12M

Power Dreamers

Listed as Cream Troop, Drill Beats – Power Dreamers (Frozen Drinks) · Watch on YouTube

youtube_video T5wRwIkasUg · row T5wRwIkasUg

LAION-DISCO-12M

Drill Rap Piano Beat (Drill Beat)

Listed as Type Beat, Drill Beats – Drill Rap Piano Beat (Drill Beat) (Drill Type Beat - Drill Beats 2021) · Watch on YouTube

youtube_video WhT-BU5PGcA · row WhT-BU5PGcA

LAION-DISCO-12M

Hard Drill Type Beat (Instrumental)

Listed as Drill Beats – Hard Drill Type Beat (Instrumental) (Drill Beats Instrumentals) · Watch on YouTube

youtube_video Wv7ZNwzAnrs · row Wv7ZNwzAnrs

LAION-DISCO-12M

Dutchavelli Type Beat (Drill Beat)

Listed as Type Beat, Drill Beats – Dutchavelli Type Beat (Drill Beat) (Drill Type Beat - Drill Beats 2021) · Watch on YouTube

youtube_video YFdp6WOxT5I · row YFdp6WOxT5I

LAION-DISCO-12M

Strong Dawn

Listed as Cream Troop, Drill Beats – Strong Dawn (Frozen Drinks) · Watch on YouTube

youtube_video YxZelgz1Sss · row YxZelgz1Sss

LAION-DISCO-12M

Drill Music UK (Drill Beat)

Listed as Type Beat, Drill Beats – Drill Music UK (Drill Beat) (Drill Type Beat - Drill Beats 2021) · Watch on YouTube

youtube_video aMSzTSEPV3U · row aMSzTSEPV3U

LAION-DISCO-12M

UK Drill Beat Hard (Instrumental Drill Beat)

Listed as Type Beat, Drill Beats – UK Drill Beat Hard (Instrumental Drill Beat) (Drill Type Beat - Drill Beats 2021) · Watch on YouTube

youtube_video aMth2xBfK2k · row aMth2xBfK2k

LAION-DISCO-12M

Classic Misunderstanding

Listed as Cream Troop, Drill Beats – Classic Misunderstanding (Frozen Drinks) · Watch on YouTube

youtube_video dTGLdQq9vdM · row dTGLdQq9vdM

LAION-DISCO-12M

Japanese Trap Drill Beat (Trap Beats Drill)

Listed as Type Beat, Drill Beats – Japanese Trap Drill Beat (Trap Beats Drill) (Drill Type Beat - Drill Beats 2021) · Watch on YouTube

youtube_video f_O4nOqqSeE · row f_O4nOqqSeE

LAION-DISCO-12M

Pyramid Crystallized

Listed as Cream Troop, Drill Beats – Pyramid Crystallized (Frozen Drinks) · Watch on YouTube

youtube_video l3accO5lKDk · row l3accO5lKDk

LAION-DISCO-12M

22Ghz Type Beat (Drill Beat)

Listed as Type Beat, Drill Beats – 22Ghz Type Beat (Drill Beat) (Drill Type Beat - Drill Beats 2021) · Watch on YouTube

youtube_video n5-ydZCM62I · row n5-ydZCM62I

LAION-DISCO-12M

Free Drill (Beat Instrumental)

Listed as Drill Beats – Free Drill (Beat Instrumental) (Drill Beats Instrumentals) · Watch on YouTube

youtube_video qfoSjpzezsk · row qfoSjpzezsk

LAION-DISCO-12M

Gospel Drill Type Beat (Drill Beat)

Listed as Type Beat, Drill Beats – Gospel Drill Type Beat (Drill Beat) (Drill Type Beat - Drill Beats 2021) · Watch on YouTube

youtube_video qghVI5_AUWY · row qghVI5_AUWY

LAION-DISCO-12M

Drill Beat Free (Beats Instrumental)

Listed as Drill Beats – Drill Beat Free (Beats Instrumental) (Drill Beats Instrumentals) · Watch on YouTube

youtube_video s6oMryRBxOU · row s6oMryRBxOU

LAION-DISCO-12M

New York (Drill Beat Instrumental)

Listed as Drill Beats – New York (Drill Beat Instrumental) (Drill Beats Instrumentals) · Watch on YouTube

youtube_video sz8aWxv5qQA · row sz8aWxv5qQA

LAION-DISCO-12M

France In Florence

Listed as Cream Troop, Drill Beats – France In Florence (Frozen Drinks) · Watch on YouTube

youtube_video z__bFaI4YpA · row z__bFaI4YpA

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.