Yes. AstrowBeatz has 150 songs listed in a dataset used to train AI music models.

Used for training 150

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 Kehlani (Sexy Drill Type Beat), We Found Drill, Next 2 You Drill

Listed under the artist name 150 songs in LAION-DISCO-12M

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

Kehlani (Sexy Drill Type Beat)

Listed as AstrowBeatz – Kehlani (Sexy Drill Type Beat) (Kehlani (Sexy Drill Type Beat)) · Watch on YouTube

youtube_video -k9AjFHa3nI · row -k9AjFHa3nI

LAION-DISCO-12M

We Found Drill

Listed as AstrowBeatz – We Found Drill (We Found Drill) · Watch on YouTube

youtube_video 06JikmwNjio · row 06JikmwNjio

LAION-DISCO-12M

Next 2 You Drill

Listed as AstrowBeatz – Next 2 You Drill (Next 2 You Drill) · Watch on YouTube

youtube_video 0VnpDCLf4ug · row 0VnpDCLf4ug

LAION-DISCO-12M

Feelings Drill

Listed as AstrowBeatz – Feelings Drill (Feelings Drill) · Watch on YouTube

youtube_video 0xAlhKnKUTk · row 0xAlhKnKUTk

LAION-DISCO-12M

Delayed (Melodic Drill Type Beat)

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

youtube_video 5-IgcuuiEDg · row 5-IgcuuiEDg

LAION-DISCO-12M

My Gang (Drill Beat)

Listed as AstrowBeatz – My Gang (Drill Beat) (My Gang (Drill Beat)) · Watch on YouTube

youtube_video 5mKiODgpvsQ · row 5mKiODgpvsQ

LAION-DISCO-12M

Company

Listed as AstrowBeatz – Company (Company) · Watch on YouTube

youtube_video 5szyNeSNxro · row 5szyNeSNxro

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Cinema Dates

Listed as AstrowBeatz – Cinema Dates (Cinema Dates) · Watch on YouTube

youtube_video 8qlV3BAP6aY · row 8qlV3BAP6aY

LAION-DISCO-12M

Break Your Heart

Listed as AstrowBeatz – Break Your Heart (Break Your Heart) · Watch on YouTube

youtube_video 9ZNEF4Du7MY · row 9ZNEF4Du7MY

LAION-DISCO-12M

On My Mind

Listed as AstrowBeatz – On My Mind (On My Mind) · Watch on YouTube

youtube_video 9lllrXi2_80 · row 9lllrXi2_80

LAION-DISCO-12M

Ghosting (Drill)

Listed as AstrowBeatz – Ghosting (Drill) (Ghosting (Drill)) · Watch on YouTube

youtube_video 9u169YkkoPE · row 9u169YkkoPE

LAION-DISCO-12M

Lost One Drill

Listed as AstrowBeatz – Lost One Drill (Lost One Drill) · Watch on YouTube

youtube_video BKGz63xbQk8 · row BKGz63xbQk8

LAION-DISCO-12M

Breakup Drill

Listed as AstrowBeatz – Breakup Drill (Breakup Drill) · Watch on YouTube

youtube_video CQ3YJyMAvZ0 · row CQ3YJyMAvZ0

LAION-DISCO-12M

Over & over (Melodic Drill Type Beat)

Listed as AstrowBeatz – Over & over (Melodic Drill Type Beat) (Over & over (Melodic Drill Type Beat)) · Watch on YouTube

youtube_video DUgxy98ABao · row DUgxy98ABao

LAION-DISCO-12M

On My Way (Melodic Drill Type Beat)

Listed as AstrowBeatz – On My Way (Melodic Drill Type Beat) (On My Way (Melodic Drill Type Beat)) · Watch on YouTube

youtube_video ESLJwLc0mIY · row ESLJwLc0mIY

LAION-DISCO-12M

Vibes (Drill)

Listed as AstrowBeatz – Vibes (Drill) (Vibes (Drill)) · Watch on YouTube

youtube_video EyZgBPrqep4 · row EyZgBPrqep4

LAION-DISCO-12M

Mistakes

Listed as AstrowBeatz – Mistakes (Mistakes) · Watch on YouTube

youtube_video FkAiLhIItUg · row FkAiLhIItUg

LAION-DISCO-12M

Motive

Listed as AstrowBeatz – Motive (Motive) · Watch on YouTube

youtube_video Ga2rsVaHS9w · row Ga2rsVaHS9w

LAION-DISCO-12M

Lonely Drill (feat. BUGI)

Listed as AstrowBeatz – Lonely Drill (feat. BUGI) (Lonely Drill) · Watch on YouTube

youtube_video Gz6e54ONrig · row Gz6e54ONrig

LAION-DISCO-12M

Keep Up

Listed as AstrowBeatz – Keep Up (Keep Up) · Watch on YouTube

youtube_video IGywIYweiMw · row IGywIYweiMw

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My Place

Listed as AstrowBeatz – My Place (My Place) · Watch on YouTube

youtube_video JMw0li9QfOo · row JMw0li9QfOo

LAION-DISCO-12M

Don't Believe U

Listed as AstrowBeatz – Don't Believe U (Don't Believe U) · Watch on YouTube

youtube_video LffZJy7hg-I · row LffZJy7hg-I

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Rubix

Listed as AstrowBeatz – Rubix (Rubix) · Watch on YouTube

youtube_video NPunQhrQAIc · row NPunQhrQAIc

LAION-DISCO-12M

No Contact (Melodic Drill Type Beat)

Listed as AstrowBeatz – No Contact (Melodic Drill Type Beat) (No Contact (Melodic Drill Type Beat)) · Watch on YouTube

youtube_video OAqkenJxUMQ · row OAqkenJxUMQ

LAION-DISCO-12M

Help Drill

Listed as AstrowBeatz – Help Drill (Help Drill) · Watch on YouTube

youtube_video PJmvavN2BnE · row PJmvavN2BnE

LAION-DISCO-12M

Different (Melodic Drill Type Beat)

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

youtube_video Suq4v8emoqE · row Suq4v8emoqE

LAION-DISCO-12M

Gen Z Luv

Listed as AstrowBeatz – Gen Z Luv (Gen Z Luv) · Watch on YouTube

youtube_video UkhlK9e5xeA · row UkhlK9e5xeA

LAION-DISCO-12M

Shadows

Listed as AstrowBeatz – Shadows (Shadows) · Watch on YouTube

youtube_video W_uIf4vrUfc · row W_uIf4vrUfc

LAION-DISCO-12M

28

Listed as AstrowBeatz – 28 (28) · Watch on YouTube

youtube_video Wt6GSGAKP_w · row Wt6GSGAKP_w

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Obsessed

Listed as AstrowBeatz – Obsessed (Obsessed) · Watch on YouTube

youtube_video ZR59kjLSn9M · row ZR59kjLSn9M

LAION-DISCO-12M

Rauf

Listed as AstrowBeatz – Rauf (Rauf) · Watch on YouTube

youtube_video _VdX8DiTFG4 · row _VdX8DiTFG4

LAION-DISCO-12M

Feelin' Alright

Listed as AstrowBeatz – Feelin' Alright (Feelin' Alright) · Watch on YouTube

youtube_video a1RIt-e36Pw · row a1RIt-e36Pw

LAION-DISCO-12M

Issues (Melodic Drill Type Beat)

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

youtube_video dNb58jzKi8o · row dNb58jzKi8o

LAION-DISCO-12M

Hold Me Down (Drill)

Listed as AstrowBeatz – Hold Me Down (Drill) (Hold Me Down (Drill)) · Watch on YouTube

youtube_video emHwMc6MFrA · row emHwMc6MFrA

LAION-DISCO-12M

Take Me (Drill)

Listed as AstrowBeatz – Take Me (Drill) (Take Me (Drill)) · Watch on YouTube

youtube_video fO9NZPwlHOE · row fO9NZPwlHOE

LAION-DISCO-12M

Strangers

Listed as AstrowBeatz – Strangers (Strangers) · Watch on YouTube

youtube_video fdxchceKeY0 · row fdxchceKeY0

LAION-DISCO-12M

Ig Love (Jersey X Sexy Drill Type Beat)

Listed as AstrowBeatz – Ig Love (Jersey X Sexy Drill Type Beat) (Ig Love (Jersey X Sexy Drill Type Beat)) · Watch on YouTube

youtube_video hmMxKlB1tNc · row hmMxKlB1tNc

LAION-DISCO-12M

Unity

Listed as AstrowBeatz – Unity (Unity) · Watch on YouTube

youtube_video janpWJdr9ZE · row janpWJdr9ZE

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Live It Down (Drill)

Listed as AstrowBeatz – Live It Down (Drill) (Live It Down (Drill)) · Watch on YouTube

youtube_video qBni3EW4elg · row qBni3EW4elg

LAION-DISCO-12M

Greedy

Listed as AstrowBeatz – Greedy (Greedy) · Watch on YouTube

youtube_video qnN34Tm_Its · row qnN34Tm_Its

LAION-DISCO-12M

La La La (Melodic Drill Type Beat)

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

youtube_video tMuvdI4UehA · row tMuvdI4UehA

LAION-DISCO-12M

Situations (Melodic Sexy Drill Type Beat)

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

youtube_video uo5_fnJ2LAs · row uo5_fnJ2LAs

LAION-DISCO-12M

Tired Drill

Listed as AstrowBeatz – Tired Drill (Tired Drill) · Watch on YouTube

youtube_video uwI6rbPxut4 · row uwI6rbPxut4

LAION-DISCO-12M

You Luv Me (Melodic Drill Type Beat)

Listed as AstrowBeatz – You Luv Me (Melodic Drill Type Beat) (You Luv Me (Melodic Drill Type Beat)) · Watch on YouTube

youtube_video vc2TThhWkRg · row vc2TThhWkRg

LAION-DISCO-12M

Good Enough Drill

Listed as AstrowBeatz – Good Enough Drill (Good Enough Drill) · Watch on YouTube

youtube_video viSiSdhdX74 · row viSiSdhdX74

LAION-DISCO-12M

BAND4BAND

Listed as AstrowBeatz – BAND4BAND (BAND4BAND) · Watch on YouTube

youtube_video w3wZO5LbQ5Q · row w3wZO5LbQ5Q

LAION-DISCO-12M

Paid

Listed as AstrowBeatz – Paid (Paid) · Watch on YouTube

youtube_video wgfPQRZZNMw · row wgfPQRZZNMw

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Missed Calls (feat. Yoshi)

Listed as AstrowBeatz – Missed Calls (feat. Yoshi) (Missed Calls) · Watch on YouTube

youtube_video whOLnAzAJPc · row whOLnAzAJPc

LAION-DISCO-12M

Call My Phone Drill

Listed as AstrowBeatz – Call My Phone Drill (Call My Phone Drill) · Watch on YouTube

youtube_video xdZ0i5SftjA · row xdZ0i5SftjA

LAION-DISCO-12M

What Is Left (Drill)

Listed as AstrowBeatz – What Is Left (Drill) (What Is Left (Drill)) · Watch on YouTube

youtube_video y0ePZASbVgI · row y0ePZASbVgI

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.