Yes. Eleni Drake has 34 songs listed in a dataset used to train AI music models.

Used for training 34

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 Kilos, Freeroam, Walking Back To You (feat. Loud Hound)

Listed under the artist name 34 songs in LAION-DISCO-12M

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

Kilos

Listed as Eleni Drake – Kilos (Vanilla Sky) · Watch on YouTube

youtube_video 0CqBGQnhdB4 · row 0CqBGQnhdB4

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Freeroam

Listed as Mom Tudie, Eleni Drake – Freeroam (Freeroam) · Watch on YouTube

youtube_video 1LeiNvYi_AA · row 1LeiNvYi_AA

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Walking Back To You (feat. Loud Hound)

Listed as Eleni Drake – Walking Back To You (feat. Loud Hound) (Can't Stop The Dawn) · Watch on YouTube

youtube_video 24sgOfM0lwI · row 24sgOfM0lwI

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Rookie

Listed as Eleni Drake – Rookie (Surf The Sun) · Watch on YouTube

youtube_video 2nmsfcnB9Qs · row 2nmsfcnB9Qs

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Vienna

Listed as Eleni Drake – Vienna (Vienna) · Watch on YouTube

youtube_video 2vA11iPgVQY · row 2vA11iPgVQY

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Evergreen

Listed as Eleni Drake – Evergreen (Surf The Sun) · Watch on YouTube

youtube_video 4lIh2iB0qkY · row 4lIh2iB0qkY

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All I Know

Listed as Eleni Drake – All I Know (Surf The Sun) · Watch on YouTube

youtube_video 5hbEetaRFl8 · row 5hbEetaRFl8

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Can't Stop The Dawn

Listed as Eleni Drake – Can't Stop The Dawn (Can't Stop The Dawn) · Watch on YouTube

youtube_video 84H0G6YznU4 · row 84H0G6YznU4

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Harsh

Listed as Eleni Drake – Harsh (Surf The Sun) · Watch on YouTube

youtube_video 8dJq7lK1NgE · row 8dJq7lK1NgE

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Sun Bear

Listed as Eleni Drake – Sun Bear (Can't Stop The Dawn) · Watch on YouTube

youtube_video DCQsKR02FKg · row DCQsKR02FKg

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Vanilla Sky

Listed as Eleni Drake – Vanilla Sky (Vanilla Sky) · Watch on YouTube

youtube_video DEMc80RMy1E · row DEMc80RMy1E

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King Street

Listed as Eleni Drake – King Street (Vanilla Sky) · Watch on YouTube

youtube_video Lk-D2OD1Ff0 · row Lk-D2OD1Ff0

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Kinda Hopeless

Listed as Eleni Drake – Kinda Hopeless (Vanilla Sky) · Watch on YouTube

youtube_video NRZt1f3OoO8 · row NRZt1f3OoO8

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Buzz Cut

Listed as Eleni Drake – Buzz Cut (Surf The Sun) · Watch on YouTube

youtube_video P1XKalzDlG8 · row P1XKalzDlG8

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Ribbons

Listed as Eleni Drake – Ribbons (Can't Stop The Dawn) · Watch on YouTube

youtube_video Pd4lzUQGoE8 · row Pd4lzUQGoE8

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Flux

Listed as Eleni Drake – Flux (Can't Stop The Dawn) · Watch on YouTube

youtube_video REHhwr5jPw8 · row REHhwr5jPw8

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Guts

Listed as Eleni Drake – Guts (Surf The Sun) · Watch on YouTube

youtube_video RvbgyaFWvqE · row RvbgyaFWvqE

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Peaches

Listed as Eleni Drake – Peaches (Vanilla Sky) · Watch on YouTube

youtube_video UpRr6VcNGJQ · row UpRr6VcNGJQ

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Pink Pools

Listed as Eleni Drake – Pink Pools (Can't Stop The Dawn) · Watch on YouTube

youtube_video WALrcg7z1UY · row WALrcg7z1UY

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Marina

Listed as Eleni Drake – Marina (Marina) · Watch on YouTube

youtube_video YQpwiDJlRr4 · row YQpwiDJlRr4

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4 - Mahogany Sessions

Listed as Eleni Drake – 4 - Mahogany Sessions (Ceilings / 4 (Mahogany Sessions)) · Watch on YouTube

youtube_video _H7qce0Eaco · row _H7qce0Eaco

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Amber

Listed as Eleni Drake – Amber (Can't Stop The Dawn) · Watch on YouTube

youtube_video aHIQCIQdifc · row aHIQCIQdifc

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Ceilings

Listed as Eleni Drake – Ceilings (Ceilings) · Watch on YouTube

youtube_video cdK-TRBlDiE · row cdK-TRBlDiE

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Drifting (Demo)

Listed as Eleni Drake – Drifting (Demo) (Can't Stop The Dawn) · Watch on YouTube

youtube_video dKOQDvI1qOA · row dKOQDvI1qOA

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Surf

Listed as Eleni Drake – Surf (Surf) · Watch on YouTube

youtube_video erPJQproiHM · row erPJQproiHM

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I'm Your Man

Listed as Eleni Drake – I'm Your Man (Surf The Sun) · Watch on YouTube

youtube_video fT5y9B_HEx0 · row fT5y9B_HEx0

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Starting Line

Listed as Never Hill, Eleni Drake – Starting Line (Epilogue) · Watch on YouTube

youtube_video frMW3xflx7k · row frMW3xflx7k

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Shangri-La

Listed as Eleni Drake – Shangri-La (Surf The Sun) · Watch on YouTube

youtube_video jj7Mc9czK9Q · row jj7Mc9czK9Q

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Ceilings - Mahogany Sessions

Listed as Eleni Drake – Ceilings - Mahogany Sessions (Ceilings / 4 (Mahogany Sessions)) · Watch on YouTube

youtube_video sEKSh_JgRy0 · row sEKSh_JgRy0

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Melbourne Blues

Listed as Eleni Drake – Melbourne Blues (Vanilla Sky) · Watch on YouTube

youtube_video tz8Cp417HHY · row tz8Cp417HHY

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Strawberry Moon

Listed as Eleni Drake – Strawberry Moon (Surf The Sun) · Watch on YouTube

youtube_video vnW2pvZYvWI · row vnW2pvZYvWI

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Shades Of You

Listed as Eleni Drake – Shades Of You (Surf The Sun) · Watch on YouTube

youtube_video xI-HX7gQr1g · row xI-HX7gQr1g

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Always Blue

Listed as Eleni Drake – Always Blue (Can't Stop The Dawn) · Watch on YouTube

youtube_video xsordeQPDA4 · row xsordeQPDA4

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Dizzy

Listed as Eleni Drake – Dizzy (Surf The Sun) · Watch on YouTube

youtube_video yrZMcSgLiI8 · row yrZMcSgLiI8

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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.