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 Hip Hop (Instrumental), Slow Gunna (Hard Trap Instrumental), Money Man (Instrumental)

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.

Hip Hop (Instrumental)

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

youtube_video 0qzp1AoZbKI · row 0qzp1AoZbKI

LAION-DISCO-12M

Slow Gunna (Hard Trap Instrumental)

Listed as Type Beat, The HitForce – Slow Gunna (Hard Trap Instrumental) (Instrumental Hip-Hop and Rap Beats) · Watch on YouTube

youtube_video 1p754QL2n8c · row 1p754QL2n8c

LAION-DISCO-12M

Money Man (Instrumental)

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

youtube_video 5CpvmEXnAPk · row 5CpvmEXnAPk

LAION-DISCO-12M

Sad Country (Trap Instrumental)

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

youtube_video 6Rhs382Xy5M · row 6Rhs382Xy5M

LAION-DISCO-12M

Lit Drip (Rap Instrumental)

Listed as Type Beat, The HitForce – Lit Drip (Rap Instrumental) (Freestyle Hip Hop) · Watch on YouTube

youtube_video 6x3zbbyDg18 · row 6x3zbbyDg18

LAION-DISCO-12M

Hard Spanish Guitar (Trap Instrumental)

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

youtube_video 74qS8J3KhrA · row 74qS8J3KhrA

LAION-DISCO-12M

Sad Acoustic Guitar (Trap Instrumental)

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

youtube_video 7lIk1YJRVM0 · row 7lIk1YJRVM0

LAION-DISCO-12M

Murda Beats (Instrumental)

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

youtube_video 9Cbu-2hmc3Y · row 9Cbu-2hmc3Y

LAION-DISCO-12M

PnB Roc (Instrumental)

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

youtube_video 9HI4WbO7pLs · row 9HI4WbO7pLs

LAION-DISCO-12M

Piano Freestyle (Rap Instrumental)

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

youtube_video 9I6qG9CRwE8 · row 9I6qG9CRwE8

LAION-DISCO-12M

Dark Melodic Future (Instrumental)

Listed as Type Beat, The HitForce – Dark Melodic Future (Instrumental) (Hard Freestyle Rap Beats Fast) · Watch on YouTube

youtube_video CfFNxRPfDmA · row CfFNxRPfDmA

LAION-DISCO-12M

Chill Flute (Trap Instrumental)

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

youtube_video DDqaNMa8LZY · row DDqaNMa8LZY

LAION-DISCO-12M

Old School 90s (Instrumental)

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

youtube_video H2fnO3exK78 · row H2fnO3exK78

LAION-DISCO-12M

Dark Drizzy (Freestyle Instrumental)

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

youtube_video I2iWO-qRBbI · row I2iWO-qRBbI

LAION-DISCO-12M

Flute 808 (Trap Instrumental)

Listed as Type Beat, The HitForce – Flute 808 (Trap Instrumental) (Hard Freestyle Rap Beats Fast) · Watch on YouTube

youtube_video J8kSZun0Zfo · row J8kSZun0Zfo

LAION-DISCO-12M

Ugly God (Instrumental)

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

youtube_video JpnEy_DE3w0 · row JpnEy_DE3w0

LAION-DISCO-12M

Melodic Piano 2021 (Trap Instrumental)

Listed as Type Beat, The HitForce – Melodic Piano 2021 (Trap Instrumental) (Hard Freestyle Rap Beats Fast) · Watch on YouTube

youtube_video Lqx1arkrJuQ · row Lqx1arkrJuQ

LAION-DISCO-12M

A Lil Mosey (Instrumental)

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

youtube_video MKnu1YS9uY4 · row MKnu1YS9uY4

LAION-DISCO-12M

Flute War (Instrumental)

Listed as Type Beat, The HitForce – Flute War (Instrumental) (Free Rap Beats to Freestyle to (Instrumental)) · Watch on YouTube

youtube_video OZnkZiwk9H4 · row OZnkZiwk9H4

LAION-DISCO-12M

A Boogie WIt Da Hoodie (Instrumental)

Listed as Type Beat, The HitForce – A Boogie WIt Da Hoodie (Instrumental) (Freestyling) · Watch on YouTube

youtube_video OiGB9swCT7o · row OiGB9swCT7o

LAION-DISCO-12M

Sad Lil Baby (Instrumental)

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

youtube_video Peq_SVnv9ig · row Peq_SVnv9ig

LAION-DISCO-12M

Lofi Trap (Freestyle Instrumental)

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

youtube_video QPxbTwVAn-s · row QPxbTwVAn-s

LAION-DISCO-12M

Drill (Instrumental)

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

youtube_video T11Wiwl7L04 · row T11Wiwl7L04

LAION-DISCO-12M

Shoreline (Trap Instrumental)

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

youtube_video U1c8vlrWLBw · row U1c8vlrWLBw

LAION-DISCO-12M

Sad Lofi Trap (Instrumental)

Listed as Type Beat, The HitForce – Sad Lofi Trap (Instrumental) (Free Rap Beats to Freestyle to (Instrumental)) · Watch on YouTube

youtube_video VJuabP9rl_8 · row VJuabP9rl_8

LAION-DISCO-12M

Bryson Tiller (Instrumental)

Listed as Type Beat, The HitForce – Bryson Tiller (Instrumental) (Free Rap Beats to Freestyle to (Instrumental)) · Watch on YouTube

youtube_video WCNczePZ4lE · row WCNczePZ4lE

LAION-DISCO-12M

Guitar Gunna (Instrumental)

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

youtube_video XfolHv3RjKc · row XfolHv3RjKc

LAION-DISCO-12M

Joey Badass (Instrumental)

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

youtube_video aUjgFXZSCAo · row aUjgFXZSCAo

LAION-DISCO-12M

Type Beat 2021 (Instrumental)

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

youtube_video aeqkVW7e04k · row aeqkVW7e04k

LAION-DISCO-12M

Chill Reggae (Happy Instrumental)

Listed as Type Beat, The HitForce – Chill Reggae (Happy Instrumental) (Instrumental Hip-Hop and Rap Beats) · Watch on YouTube

youtube_video b97nf2R9e9I · row b97nf2R9e9I

LAION-DISCO-12M

Conway (Instrumental)

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

youtube_video cQ5QaPgPivk · row cQ5QaPgPivk

LAION-DISCO-12M

Free West Coast (Instrumental)

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

youtube_video cYgNYzu6dic · row cYgNYzu6dic

LAION-DISCO-12M

21 Savage (Instrumental)

Listed as Type Beat, The HitForce – 21 Savage (Instrumental) (Freestyle Trap) · Watch on YouTube

youtube_video cfOMk-Id8Zw · row cfOMk-Id8Zw

LAION-DISCO-12M

A J Cole (Instrumental)

Listed as Type Beat, The HitForce – A J Cole (Instrumental) (Freestyle Rap Beats) · Watch on YouTube

youtube_video cyuR_PrjLTY · row cyuR_PrjLTY

LAION-DISCO-12M

Epic Brass (Rap Instrumental)

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

youtube_video dsicjl31jxw · row dsicjl31jxw

LAION-DISCO-12M

90s Boom Bap (Instrumental)

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

youtube_video g3a2htSmp_s · row g3a2htSmp_s

LAION-DISCO-12M

Hard Hitting (Rap Instrumental)

Listed as Type Beat, The HitForce – Hard Hitting (Rap Instrumental) (Freestyle Hip Hop) · Watch on YouTube

youtube_video hkCQ9zYNWnk · row hkCQ9zYNWnk

LAION-DISCO-12M

Cyberpunk (Gaming Instrumental)

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

youtube_video l4JOUdpgmxg · row l4JOUdpgmxg

LAION-DISCO-12M

Fast Aggressive 808 (Trap Bass Instrumental)

Listed as Type Beat, The HitForce – Fast Aggressive 808 (Trap Bass Instrumental) (Free Freestyle Rap Trap (Instrumental)) · Watch on YouTube

youtube_video liEqZ-_HoHI · row liEqZ-_HoHI

LAION-DISCO-12M

Focus Energy (Trap Instrumental)

Listed as Type Beat, The HitForce – Focus Energy (Trap Instrumental) (Hard Freestyle Rap Beats Fast) · Watch on YouTube

youtube_video qkPXHGndGOk · row qkPXHGndGOk

LAION-DISCO-12M

Trap Free (Instrumental Beat)

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

youtube_video rEZo0Jg0WyU · row rEZo0Jg0WyU

LAION-DISCO-12M

Country Trap Guitar (Instrumental)

Listed as Type Beat, The HitForce – Country Trap Guitar (Instrumental) (Free Rap Beats to Freestyle to (Instrumental)) · Watch on YouTube

youtube_video tmmxiRMIUeo · row tmmxiRMIUeo

LAION-DISCO-12M

Sad Trap (Instrumental)

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

youtube_video tzp3gDq4w8Y · row tzp3gDq4w8Y

LAION-DISCO-12M

Sad Drip (Piano Trap Instrumental)

Listed as Type Beat, The HitForce – Sad Drip (Piano Trap Instrumental) (Instrumental Hip-Hop and Rap Beats) · Watch on YouTube

youtube_video uSn5Y6aYw_Y · row uSn5Y6aYw_Y

LAION-DISCO-12M

Retro Gaming (Instrumental)

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

youtube_video vH0Evx03SyQ · row vH0Evx03SyQ

LAION-DISCO-12M

NBAYoung Bo (Instrumental)

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

youtube_video vxg3R7lgStY · row vxg3R7lgStY

LAION-DISCO-12M

Quarantine (Instrumental)

Listed as Type Beat, The HitForce – Quarantine (Instrumental) (Free Rap Beats to Freestyle to (Instrumental)) · Watch on YouTube

youtube_video wC3YaVT6Aec · row wC3YaVT6Aec

LAION-DISCO-12M

Rock Trap (Rap Instrumental)

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

youtube_video wWFqME0z8Kc · row wWFqME0z8Kc

LAION-DISCO-12M

Free Guitar (Rap Instrumental)

Listed as Type Beat, The HitForce – Free Guitar (Rap Instrumental) (Freestyle Hip Hop) · Watch on YouTube

youtube_video xiDMrtON1OM · row xiDMrtON1OM

LAION-DISCO-12M

Country Guitar (Trap Instrumental)

Listed as Type Beat, The HitForce – Country Guitar (Trap Instrumental) (Hard Freestyle Beats) · Watch on YouTube

youtube_video z7lZ1BwyJkk · row z7lZ1BwyJkk

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.