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 Bounce (Instrumental), West Coast Rap (Instrumental), Easy Freestyle Hip Hop Beat (Insrumental Hip Hop)

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.

Bounce (Instrumental)

Listed as Type Beat – Bounce (Instrumental) (Instrumental Hip Hop) · Watch on YouTube

youtube_video 0kutbc40_YQ · row 0kutbc40_YQ

LAION-DISCO-12M

West Coast Rap (Instrumental)

Listed as Type Beat – West Coast Rap (Instrumental) (Type Beats) · Watch on YouTube

youtube_video 1mKzDAnAotU · row 1mKzDAnAotU

LAION-DISCO-12M

Easy Freestyle Hip Hop Beat (Insrumental Hip Hop)

Listed as Type Beat – Easy Freestyle Hip Hop Beat (Insrumental Hip Hop) (2021 Freestyle (Beats Instrumental Hip Hop & Rap Beats)) · Watch on YouTube

youtube_video 4ClEqzTAgFQ · row 4ClEqzTAgFQ

LAION-DISCO-12M

Halloween Music Type Beat (Beats 2023 Instrumental)

Listed as Type Beat – Halloween Music Type Beat (Beats 2023 Instrumental) (Type Beat 2023 Free (Beats 2023 Instrumental)) · Watch on YouTube

youtube_video 5LuV7VTuQa0 · row 5LuV7VTuQa0

LAION-DISCO-12M

SZA R&B Type Beat (Instrumental)

Listed as Type Beat – SZA R&B Type Beat (Instrumental) (Instrumental Beats 2021) · Watch on YouTube

youtube_video 5N1BxlYCWkM · row 5N1BxlYCWkM

LAION-DISCO-12M

Juice WRLD (Instrumental)

Listed as Type Beat – Juice WRLD (Instrumental) (Freestyling Beats) · Watch on YouTube

youtube_video 5biYx-uPReA · row 5biYx-uPReA

LAION-DISCO-12M

Pop (Instrumental)

Listed as Type Beat – Pop (Instrumental) (Instrumental Hip Hop) · Watch on YouTube

youtube_video 5mpR0BwhB1o · row 5mpR0BwhB1o

LAION-DISCO-12M

Free (Instrumental)

Listed as Type Beat – Free (Instrumental) (Instrumental Hip Hop) · Watch on YouTube

youtube_video 6NLhlVgX8-I · row 6NLhlVgX8-I

LAION-DISCO-12M

90 BPM (Instrumental)

Listed as Type Beat – 90 BPM (Instrumental) (Instrumental Hip Hop) · Watch on YouTube

youtube_video 6k3H0ZcBLUU · row 6k3H0ZcBLUU

LAION-DISCO-12M

Drip (Instrumental)

Listed as Type Beat – Drip (Instrumental) (Instrumental Hip Hop) · Watch on YouTube

youtube_video 95Z7Oq2AD-w · row 95Z7Oq2AD-w

LAION-DISCO-12M

Hard Drill Instrumental Beat (Dark Drill Type Beat)

Listed as Type Beat – Hard Drill Instrumental Beat (Dark Drill Type Beat) (Rap Trap Freestyle Beat) · Watch on YouTube

youtube_video BJaT56EuKqY · row BJaT56EuKqY

LAION-DISCO-12M

Jersey Club Dance Type Beat (Beats Instrumental)

Listed as Type Beat – Jersey Club Dance Type Beat (Beats Instrumental) (Type Beat 2023) · Watch on YouTube

youtube_video BUJ_OS5FFNg · row BUJ_OS5FFNg

LAION-DISCO-12M

Live Drums (Instrumental)

Listed as Type Beat – Live Drums (Instrumental) (Instrumental Hip Hop) · Watch on YouTube

youtube_video Di4fp6FpV2Q · row Di4fp6FpV2Q

LAION-DISCO-12M

Flute (Instrumental)

Listed as Type Beat – Flute (Instrumental) (Instrumental Hip Hop) · Watch on YouTube

youtube_video FN_3ykY5LoQ · row FN_3ykY5LoQ

LAION-DISCO-12M

42 Dugg Type Beat

Listed as Type Beat – 42 Dugg Type Beat (Free Type Beats 2021) · Watch on YouTube

youtube_video FXh8XiFJBvw · row FXh8XiFJBvw

LAION-DISCO-12M

Arab (Instrumental)

Listed as Type Beat – Arab (Instrumental) (Instrumental Hip Hop) · Watch on YouTube

youtube_video H-l5CtkwU2Y · row H-l5CtkwU2Y

LAION-DISCO-12M

Lil Uzi (Instrumental)

Listed as Type Beat – Lil Uzi (Instrumental) (Type Beats) · Watch on YouTube

youtube_video HyrtZuki5UM · row HyrtZuki5UM

LAION-DISCO-12M

Kygo (Instrumental)

Listed as Type Beat – Kygo (Instrumental) (Freestyling Beats) · Watch on YouTube

youtube_video IBs5gNFQc3A · row IBs5gNFQc3A

LAION-DISCO-12M

Sad Piano Rap (Instrumental)

Listed as Type Beat – Sad Piano Rap (Instrumental) (Type Beats) · Watch on YouTube

youtube_video LI0HhKMa_eQ · row LI0HhKMa_eQ

LAION-DISCO-12M

CJ Type Beat

Listed as Type Beat – CJ Type Beat (Drill) · Watch on YouTube

youtube_video PobGLzsaIBk · row PobGLzsaIBk

LAION-DISCO-12M

Lil Durk Type Beat 2022 (Instrumental)

Listed as Type Beat – Lil Durk Type Beat 2022 (Instrumental) (Free Beats Instrumentals 2022) · Watch on YouTube

youtube_video Q4ToTjp8Deo · row Q4ToTjp8Deo

LAION-DISCO-12M

2000's Kanye (Instrumental)

Listed as Type Beat – 2000's Kanye (Instrumental) (Freestyling Rap) · Watch on YouTube

youtube_video QELGK8TDmwg · row QELGK8TDmwg

LAION-DISCO-12M

J Cole Type Beat 2023 (Beats Instrumental)

Listed as Type Beat – J Cole Type Beat 2023 (Beats Instrumental) (Type Beat 2023) · Watch on YouTube

youtube_video RWPnwgKaXzs · row RWPnwgKaXzs

LAION-DISCO-12M

Afrobeat (Instrumental)

Listed as Type Beat – Afrobeat (Instrumental) (Instrumental Hip Hop) · Watch on YouTube

youtube_video TFU9I9uj8YU · row TFU9I9uj8YU

LAION-DISCO-12M

Hard Trap Beat 2023 (Beats Instrumental)

Listed as Type Beat – Hard Trap Beat 2023 (Beats Instrumental) (Type Beat 2023) · Watch on YouTube

youtube_video Tq529vrkDK0 · row Tq529vrkDK0

LAION-DISCO-12M

Dance (Instrumental)

Listed as Type Beat – Dance (Instrumental) (Instrumental Hip Hop) · Watch on YouTube

youtube_video U5e_fj8X5O4 · row U5e_fj8X5O4

LAION-DISCO-12M

Mac Miller x Chance The Rapper Type Beat (Instrumental)

Listed as Type Beat – Mac Miller x Chance The Rapper Type Beat (Instrumental) (Type Beat (Freestyle Beats)) · Watch on YouTube

youtube_video UdmOauzgcDQ · row UdmOauzgcDQ

LAION-DISCO-12M

Melodic Drill Type Beat

Listed as Type Beat – Melodic Drill Type Beat (Drill) · Watch on YouTube

youtube_video UkK0fEvQlX0 · row UkK0fEvQlX0

LAION-DISCO-12M

Free Polo G Type Beat (Freestyle Instrumental)

Listed as Type Beat – Free Polo G Type Beat (Freestyle Instrumental) (Free Hard Type Beats 2021) · Watch on YouTube

youtube_video WiYGe41pNXQ · row WiYGe41pNXQ

LAION-DISCO-12M

Slow (Instrumental)

Listed as Type Beat – Slow (Instrumental) (Instrumental Hip Hop) · Watch on YouTube

youtube_video Wwar-abzrmw · row Wwar-abzrmw

LAION-DISCO-12M

Halloween Rap

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

youtube_video YHW2Ryhx8Fg · row YHW2Ryhx8Fg

LAION-DISCO-12M

Joyner Lucas x J Cole Type Beat - LOVE (Instrumental Beat)

Listed as Type Beat – Joyner Lucas x J Cole Type Beat - LOVE (Instrumental Beat) (Free Type Beat | Rap Trap Beats Instrumental) · Watch on YouTube

youtube_video ZocDLpe-2P0 · row ZocDLpe-2P0

LAION-DISCO-12M

Los Angeles (Instrumental)

Listed as Type Beat – Los Angeles (Instrumental) (Instrumental Hip Hop) · Watch on YouTube

youtube_video dKIrNgN7DhQ · row dKIrNgN7DhQ

LAION-DISCO-12M

Smooth (Instrumental)

Listed as Type Beat – Smooth (Instrumental) (Instrumental Hip Hop) · Watch on YouTube

youtube_video eT1rV2H7z-g · row eT1rV2H7z-g

LAION-DISCO-12M

Cruisin' Vibes (Instrumental)

Listed as Type Beat – Cruisin' Vibes (Instrumental) (Freestyling Beats) · Watch on YouTube

youtube_video hJuZPBdnBkU · row hJuZPBdnBkU

LAION-DISCO-12M

Chicago (Instrumental)

Listed as Type Beat – Chicago (Instrumental) (Type Beats) · Watch on YouTube

youtube_video ikV3eNApZrM · row ikV3eNApZrM

LAION-DISCO-12M

Hard Gangsta (Instrumental)

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

youtube_video ipSnZAWHP88 · row ipSnZAWHP88

LAION-DISCO-12M

Free Drill (Type Beat 2021)

Listed as Type Beat – Free Drill (Type Beat 2021) (Drill) · Watch on YouTube

youtube_video jaCh_0xiaZc · row jaCh_0xiaZc

LAION-DISCO-12M

Rod Wave (Instrumental)

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

youtube_video kRkZto_iv6k · row kRkZto_iv6k

LAION-DISCO-12M

Aggressive (Instrumental)

Listed as Type Beat – Aggressive (Instrumental) (Instrumental Hip Hop) · Watch on YouTube

youtube_video km68uNlaPL8 · row km68uNlaPL8

LAION-DISCO-12M

Slow Trap (Beat Instrumental) (feat. The HitForce)

Listed as Type Beat – Slow Trap (Beat Instrumental) (feat. The HitForce) (Instrumental Rap Hip Hop) · Watch on YouTube

youtube_video n3-Avd9OjJA · row n3-Avd9OjJA

LAION-DISCO-12M

NY Drill Type Beat 2022 (Drill Beats Instrumental)

Listed as Type Beat – NY Drill Type Beat 2022 (Drill Beats Instrumental) (Drill Type Beat 2022 (Drill Beats Instrumentals)) · Watch on YouTube

youtube_video nDpna4YOe3U · row nDpna4YOe3U

LAION-DISCO-12M

Bad Bunny Type Beat 2023 (Beats Instrumental)

Listed as Type Beat – Bad Bunny Type Beat 2023 (Beats Instrumental) (Type Beat 2023) · Watch on YouTube

youtube_video peb1Ohkb4Gg · row peb1Ohkb4Gg

LAION-DISCO-12M

With Hook (Instrumental)

Listed as Type Beat – With Hook (Instrumental) (To Rap To) · Watch on YouTube

youtube_video rfeOTPmnPcg · row rfeOTPmnPcg

LAION-DISCO-12M

Feeling Kinda Down (Instrumental)

Listed as Type Beat – Feeling Kinda Down (Instrumental) (Freestyling Beats) · Watch on YouTube

youtube_video rxrM5-5D_oo · row rxrM5-5D_oo

LAION-DISCO-12M

Ice Spice Type Beat 2023 (Beats Instrumental 2023)

Listed as Type Beat – Ice Spice Type Beat 2023 (Beats Instrumental 2023) (Beats Instrumental 2023) · Watch on YouTube

youtube_video sp9Eb0HfTRc · row sp9Eb0HfTRc

LAION-DISCO-12M

Tory Lanez Type Beat 2023 (Beats Instrumental)

Listed as Type Beat – Tory Lanez Type Beat 2023 (Beats Instrumental) (Type Beat 2023) · Watch on YouTube

youtube_video u7x_GQxjf3k · row u7x_GQxjf3k

LAION-DISCO-12M

Miami (Instrumental)

Listed as Type Beat – Miami (Instrumental) (Instrumental Hip Hop) · Watch on YouTube

youtube_video ueo-EARzyVg · row ueo-EARzyVg

LAION-DISCO-12M

Dark (Instrumental)

Listed as Type Beat – Dark (Instrumental) (Instrumental Hip Hop) · Watch on YouTube

youtube_video y85XwsMmc_Y · row y85XwsMmc_Y

LAION-DISCO-12M

Free Fast (Type Beat Instrumental)

Listed as Type Beat – Free Fast (Type Beat Instrumental) (Freestyle Trap) · Watch on YouTube

youtube_video zvNvZKVYpjY · row zvNvZKVYpjY

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.