Yes. Type Beat has 238 songs listed in a dataset used to train AI music models.

Used for training 238

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), Wu Tang (Instrumental), Drill Beat Bass

Listed under the artist name 238 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

Wu Tang (Instrumental)

Listed as Type Beat, The HitForce – Wu Tang (Instrumental) (Boom Bap Old School) · Watch on YouTube

youtube_video 2QB1RYOBATI · row 2QB1RYOBATI

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

Hard 808 (Trap Instrumental)

Listed as Type Beat, The HitForce – Hard 808 (Trap Instrumental) (Hip Hop Instrumental) · Watch on YouTube

youtube_video 6PXQUCWR4LQ · row 6PXQUCWR4LQ

LAION-DISCO-12M

Hard Japanese Type Beat (Rap Trap Instrumental)

Listed as Type Beat, The HitForce – Hard Japanese Type Beat (Rap Trap Instrumental) (Type Beat 2021) · Watch on YouTube

youtube_video 7W9g-O8OmzI · row 7W9g-O8OmzI

LAION-DISCO-12M

Halloween

Listed as Type Beat, The HitForce – Halloween (Halloween Songs) · Watch on YouTube

youtube_video 84AyAdQhGLg · row 84AyAdQhGLg

LAION-DISCO-12M

Dream (Instrumental)

Listed as Type Beat, The HitForce – Dream (Instrumental) (Freestyling) · Watch on YouTube

youtube_video 8746J6SJ5Y8 · row 8746J6SJ5Y8

LAION-DISCO-12M

Meek Mill (Instrumental)

Listed as Type Beat, The HitForce – Meek Mill (Instrumental) (Freestyling) · Watch on YouTube

youtube_video 9TVivtEdmYw · row 9TVivtEdmYw

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

Amine (Instrumental)

Listed as Type Beat, The HitForce – Amine (Instrumental) (Hip Hop Instrumental) · Watch on YouTube

youtube_video CDNBzZbP9xY · row CDNBzZbP9xY

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

Megan The Stallion (Instrumental)

Listed as Type Beat, The HitForce – Megan The Stallion (Instrumental) (Hard Freestyle Beats) · Watch on YouTube

youtube_video CpoukX0B42w · row CpoukX0B42w

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

Guitar Melody (Trap Instrumental)

Listed as Type Beat, The HitForce – Guitar Melody (Trap Instrumental) (Hip Hop Instrumental) · Watch on YouTube

youtube_video Gh4q8W7iM1k · row Gh4q8W7iM1k

LAION-DISCO-12M

Drill Trap Type Beat (Instrumental)

Listed as Type Beat, The HitForce – Drill Trap Type Beat (Instrumental) (Type Beat 2021) · Watch on YouTube

youtube_video JMYCNazrN6s · row JMYCNazrN6s

LAION-DISCO-12M

Drill Type Beat 2021 (Instrumental)

Listed as Type Beat, The HitForce – Drill Type Beat 2021 (Instrumental) (Type Beat 2021) · Watch on YouTube

youtube_video K0sY2niN5vI · row K0sY2niN5vI

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

Bruno Mars (Instrumental)

Listed as Type Beat, The HitForce – Bruno Mars (Instrumental) (Freestyling) · Watch on YouTube

youtube_video KzrToi4hx9A · row KzrToi4hx9A

LAION-DISCO-12M

Sad Vibe (Trap Instrumental)

Listed as Type Beat, The HitForce – Sad Vibe (Trap Instrumental) (Hip Hop Instrumental) · Watch on YouTube

youtube_video LC9OSt26xWg · row LC9OSt26xWg

LAION-DISCO-12M

Chainsmokers (Instrumental)

Listed as Type Beat, The HitForce – Chainsmokers (Instrumental) (Freestyle Trap) · Watch on YouTube

youtube_video MepOqz15S7k · row MepOqz15S7k

LAION-DISCO-12M

West Coast (Instrumental)

Listed as Type Beat, The HitForce – West Coast (Instrumental) (Freestyle 2019) · Watch on YouTube

youtube_video NOsNfIGiHs0 · row NOsNfIGiHs0

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

Gospel (Instrumental)

Listed as Type Beat, The HitForce – Gospel (Instrumental) (Freestyle Trap) · Watch on YouTube

youtube_video Q1OO6WoDwKo · row Q1OO6WoDwKo

LAION-DISCO-12M

90s Hip hop (Instrumental)

Listed as Type Beat, The HitForce – 90s Hip hop (Instrumental) (Boom Bap Old School) · Watch on YouTube

youtube_video RTN3V1xaVxY · row RTN3V1xaVxY

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

Workout (Instrumental)

Listed as Type Beat, The HitForce – Workout (Instrumental) (Freestyling) · Watch on YouTube

youtube_video XTIruGnI2z0 · row XTIruGnI2z0

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

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

Hard Lil Baby (Free Instrumental)

Listed as Type Beat, The HitForce – Hard Lil Baby (Free Instrumental) (Hard Freestyle Beats) · Watch on YouTube

youtube_video akTGsugTk_E · row akTGsugTk_E

LAION-DISCO-12M

Halloween Drill

Listed as Type Beat, The HitForce – Halloween Drill (Halloween Songs) · Watch on YouTube

youtube_video bKagz3SgF7k · row bKagz3SgF7k

LAION-DISCO-12M

Young Dolph (Instrumental)

Listed as Type Beat, The HitForce – Young Dolph (Instrumental) (Hard Freestyle Beats) · Watch on YouTube

youtube_video e1YO742Akiw · row e1YO742Akiw

LAION-DISCO-12M

Quavo (Instrumental)

Listed as Type Beat, The HitForce – Quavo (Instrumental) (Freestyling) · Watch on YouTube

youtube_video ebHTkhzc59U · row ebHTkhzc59U

LAION-DISCO-12M

Free Boom Bap (Instrumental)

Listed as Type Beat, The HitForce – Free Boom Bap (Instrumental) (Boom Bap Old School) · Watch on YouTube

youtube_video eehRLSsUXGw · row eehRLSsUXGw

LAION-DISCO-12M

Phonk (Instrumental)

Listed as Type Beat, The HitForce – Phonk (Instrumental) (Freestyling) · Watch on YouTube

youtube_video fItwGYis7xg · row fItwGYis7xg

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

Gospel Rap (Instrumental)

Listed as Type Beat, The HitForce – Gospel Rap (Instrumental) (Freestyle Trap) · Watch on YouTube

youtube_video lVrmRLy78rA · row lVrmRLy78rA

LAION-DISCO-12M

Hard Dark Type Beat (Instrumental)

Listed as Type Beat, The HitForce – Hard Dark Type Beat (Instrumental) (Type Beat 2021) · Watch on YouTube

youtube_video mUZidSRiBF8 · row mUZidSRiBF8

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

Chill Type Beat 2021 (Instrumental)

Listed as Type Beat, The HitForce – Chill Type Beat 2021 (Instrumental) (Type Beat 2021) · Watch on YouTube

youtube_video nT55NywXajY · row nT55NywXajY

LAION-DISCO-12M

Metro Boom (Instrumental)

Listed as Type Beat, The HitForce – Metro Boom (Instrumental) (Freestyle 2019) · Watch on YouTube

youtube_video oylGWaqQi-o · row oylGWaqQi-o

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

80s Rap (Instrumental)

Listed as Type Beat, The HitForce – 80s Rap (Instrumental) (Boom Bap Old School) · Watch on YouTube

youtube_video sPkjtEPqHYQ · row sPkjtEPqHYQ

LAION-DISCO-12M

Piano Rap (Instrumental)

Listed as Type Beat, The HitForce – Piano Rap (Instrumental) (Freestyling) · Watch on YouTube

youtube_video vzyGpnaMp8I · row vzyGpnaMp8I

LAION-DISCO-12M

Afro Rnb (Instrumental)

Listed as Type Beat, The HitForce – Afro Rnb (Instrumental) (Freestyle Trap) · Watch on YouTube

youtube_video w_JIErtuylU · row w_JIErtuylU

LAION-DISCO-12M

Gangsta Love (Instrumental)

Listed as Type Beat, The HitForce – Gangsta Love (Instrumental) (Freestyle Trap) · Watch on YouTube

youtube_video xQvzxC11sE0 · row xQvzxC11sE0

LAION-DISCO-12M

Lowkey (Instrumental)

Listed as Type Beat, The HitForce – Lowkey (Instrumental) (Freestyle 2019) · Watch on YouTube

youtube_video yCLadYJh6o4 · row yCLadYJh6o4

LAION-DISCO-12M

Free Type Beat 2021 (Instrumental)

Listed as Type Beat, The HitForce – Free Type Beat 2021 (Instrumental) (Type Beat 2021) · Watch on YouTube

youtube_video yWixjIZ6nIE · row yWixjIZ6nIE

LAION-DISCO-12M

Nas (Instrumental)

Listed as Type Beat, The HitForce – Nas (Instrumental) (Boom Bap Old School) · Watch on YouTube

youtube_video ygif4STwd98 · row ygif4STwd98

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.