Yes. Yokalli has 67 songs listed in a dataset used to train AI music models.

Used for training 67

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 741 hz one, Caroline's Birthday, Keepin' It Classy

Listed under the artist name 67 songs in LAION-DISCO-12M

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

741 hz one

Listed as Yokalli – 741 hz one (solfeggio frequency: musical voodoo) · Watch on YouTube

youtube_video 74fWf8LZn-w · row 74fWf8LZn-w

LAION-DISCO-12M

Caroline's Birthday

Listed as Yokalli – Caroline's Birthday (Benevolent Neutrality) · Watch on YouTube

youtube_video GM7aPYKhhKg · row GM7aPYKhhKg

LAION-DISCO-12M

Keepin' It Classy

Listed as Yokalli – Keepin' It Classy (Keepin' It Classy) · Watch on YouTube

youtube_video HY7e5Agd0Eg · row HY7e5Agd0Eg

LAION-DISCO-12M

639 hz two

Listed as Yokalli – 639 hz two (solfeggio frequency: musical voodoo) · Watch on YouTube

youtube_video HZ0kE7zMOUg · row HZ0kE7zMOUg

LAION-DISCO-12M

Why don't we

Listed as Yokalli – Why don't we (Why don't we) · Watch on YouTube

youtube_video K6DAMhp4uTs · row K6DAMhp4uTs

LAION-DISCO-12M

Lisa-Frank-enstein

Listed as Yokalli – Lisa-Frank-enstein (Songs For The End of The World) · Watch on YouTube

youtube_video OT6RKeLXI8U · row OT6RKeLXI8U

LAION-DISCO-12M

396 hz two

Listed as Yokalli – 396 hz two (solfeggio frequency: musical voodoo) · Watch on YouTube

youtube_video VJqWRrfKHiA · row VJqWRrfKHiA

LAION-DISCO-12M

Soda Pop Hangover

Listed as Yokalli – Soda Pop Hangover (Hollywood Freeway Chickens) · Watch on YouTube

youtube_video Vnr46UH3OR8 · row Vnr46UH3OR8

LAION-DISCO-12M

We Are Going To Make It

Listed as Yokalli – We Are Going To Make It (Songs For The End of The World) · Watch on YouTube

youtube_video _Dm2nMjiCBg · row _Dm2nMjiCBg

LAION-DISCO-12M

F-Cup Pudding

Listed as Yokalli – F-Cup Pudding (Benevolent Neutrality) · Watch on YouTube

youtube_video eHUwP86g-lw · row eHUwP86g-lw

LAION-DISCO-12M

February

Listed as YoKalli – February (February) · Watch on YouTube

youtube_video gu510oZAi8Y · row gu510oZAi8Y

LAION-DISCO-12M

Soulless Internet Content

Listed as Yokalli – Soulless Internet Content (Benevolent Neutrality) · Watch on YouTube

youtube_video ioi17Zmq7GQ · row ioi17Zmq7GQ

LAION-DISCO-12M

I Shot Tupac

Listed as YoKalli – I Shot Tupac (Wokeness is a Mind Virus) · Watch on YouTube

youtube_video kV8j1j4bckM · row kV8j1j4bckM

LAION-DISCO-12M

Bounce

Listed as Yokalli – Bounce (Hollywood Freeway Chickens) · Watch on YouTube

youtube_video o_1Ureja04g · row o_1Ureja04g

LAION-DISCO-12M

396 hz one

Listed as Yokalli – 396 hz one (solfeggio frequency: musical voodoo) · Watch on YouTube

youtube_video wdiaAn1QwbQ · row wdiaAn1QwbQ

LAION-DISCO-12M

Last Friday

Listed as Yokalli – Last Friday (Benevolent Neutrality) · Watch on YouTube

youtube_video xNbWvOBP7Bw · row xNbWvOBP7Bw

LAION-DISCO-12M

528 hz two

Listed as Yokalli – 528 hz two (solfeggio frequency: musical voodoo) · Watch on YouTube

youtube_video zZoX8Qg_JDU · row zZoX8Qg_JDU

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.