Yes. Wrabel has 109 songs listed in a dataset used to train AI music models.

Used for training 109

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 nothing but the love, don't be so hard on yourself, jupiter (live at the troubadour)

Listed under the artist name 109 songs in LAION-DISCO-12M

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

nothing but the love

Listed as Wrabel – nothing but the love (nothing but the love) · Watch on YouTube

youtube_video -NI9P7jqvLM · row -NI9P7jqvLM

LAION-DISCO-12M

don't be so hard on yourself

Listed as Wrabel – don't be so hard on yourself (chapter of you) · Watch on YouTube

youtube_video 0YFNra6JKrA · row 0YFNra6JKrA

LAION-DISCO-12M

jupiter (live at the troubadour)

Listed as Wrabel – jupiter (live at the troubadour) (piano) · Watch on YouTube

youtube_video 0dgtJeQj6Fo · row 0dgtJeQj6Fo

LAION-DISCO-12M

abstract art

Listed as Wrabel – abstract art (abstract art) · Watch on YouTube

youtube_video 1vnV6rHDa6o · row 1vnV6rHDa6o

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magic

Listed as Wrabel – magic (one of those happy people) · Watch on YouTube

youtube_video 4UykgiQrG9s · row 4UykgiQrG9s

LAION-DISCO-12M

feel it now (alive)

Listed as Wrabel – feel it now (alive) (chapter of me) · Watch on YouTube

youtube_video 5qVekD6ZYp8 · row 5qVekD6ZYp8

LAION-DISCO-12M

hurts like hell

Listed as Wrabel, Valentina Ploy – hurts like hell (hurts like hell) · Watch on YouTube

youtube_video Bh72hYSUxCQ · row Bh72hYSUxCQ

LAION-DISCO-12M

happy people

Listed as Wrabel – happy people (one of those happy people) · Watch on YouTube

youtube_video CHVtrGt2IPA · row CHVtrGt2IPA

LAION-DISCO-12M

At Least I Tried

Listed as Smith & Thell, Wrabel – At Least I Tried (At Least I Tried) · Watch on YouTube

youtube_video H7xzxckc9aA · row H7xzxckc9aA

LAION-DISCO-12M

Ten Feet Tall

Listed as Wrabel – Ten Feet Tall (Sideways) · Watch on YouTube

youtube_video Id4wLkrpFL8 · row Id4wLkrpFL8

LAION-DISCO-12M

The Lake

Listed as Galantis, Wrabel – The Lake (The Lake) · Watch on YouTube

youtube_video IodTJU6IVuY · row IodTJU6IVuY

LAION-DISCO-12M

It's You

Listed as Wrabel, Magical Thinker – It's You (It's You) · Watch on YouTube

youtube_video J6K1edvjHtE · row J6K1edvjHtE

LAION-DISCO-12M

the village (mtf version)

Listed as Wrabel – the village (mtf version) (the village (mtf version)) · Watch on YouTube

youtube_video JwNUoZFjwug · row JwNUoZFjwug

LAION-DISCO-12M

it's us

Listed as Wrabel, Madi Diaz – it's us (these words are all for you) · Watch on YouTube

youtube_video LI9yLFcAczI · row LI9yLFcAczI

LAION-DISCO-12M

Ritual

Listed as Wrabel – Ritual (We Could Be Beautiful) · Watch on YouTube

youtube_video NZmJoo5-MQo · row NZmJoo5-MQo

LAION-DISCO-12M

Bloodstain

Listed as Wrabel – Bloodstain (Bloodstain) · Watch on YouTube

youtube_video Nf67oDgYgHA · row Nf67oDgYgHA

LAION-DISCO-12M

one drink away

Listed as Wrabel – one drink away (one drink away) · Watch on YouTube

youtube_video OdhH8IBJ6xY · row OdhH8IBJ6xY

LAION-DISCO-12M

just like you

Listed as Wrabel – just like you (based on a true story) · Watch on YouTube

youtube_video Opb7K6UnfOs · row Opb7K6UnfOs

LAION-DISCO-12M

since i was young (with kesha) (feat. Kesha)

Listed as Wrabel – since i was young (with kesha) (feat. Kesha) (since i was young (with kesha)) · Watch on YouTube

youtube_video QUqAv9ZY_XI · row QUqAv9ZY_XI

LAION-DISCO-12M

Big Love (Late Nine Remix)

Listed as Klingande, Wrabel – Big Love (Late Nine Remix) (Big Love (Late Nine Remix)) · Watch on YouTube

youtube_video QZl6t8D7qPY · row QZl6t8D7qPY

LAION-DISCO-12M

the village (trans chorus version)

Listed as Wrabel, Trans Chorus of Los Angeles – the village (trans chorus version) (the village (trans chorus version)) · Watch on YouTube

youtube_video R_qgD26HXI0 · row R_qgD26HXI0

LAION-DISCO-12M

Too Close

Listed as Louis The Child, Wrabel – Too Close (Too Close) · Watch on YouTube

youtube_video SpoLHGK3GnQ · row SpoLHGK3GnQ

LAION-DISCO-12M

Vanilla Sky (with Wrabel)

Listed as Win and Woo, Wrabel – Vanilla Sky (with Wrabel) (Vanilla Sky (with Wrabel)) · Watch on YouTube

youtube_video TsfNMk1LJY0 · row TsfNMk1LJY0

LAION-DISCO-12M

Into The Wild

Listed as Wrabel – Into The Wild (Sideways) · Watch on YouTube

youtube_video VrAS3TKhWa4 · row VrAS3TKhWa4

LAION-DISCO-12M

since i was young (WizG remix)

Listed as Wrabel, Kesha – since i was young (WizG remix) (since i was young (WizG remix)) · Watch on YouTube

youtube_video X23f3Gnm-lE · row X23f3Gnm-lE

LAION-DISCO-12M

Turn Up the Love

Listed as Wrabel – Turn Up the Love (Turn Up the Love) · Watch on YouTube

youtube_video YI1N5mbZoao · row YI1N5mbZoao

LAION-DISCO-12M

Something I Could Never Be

Listed as Tony Ann, Wrabel – Something I Could Never Be (Something I Could Never Be) · Watch on YouTube

youtube_video YmH3b-90ZGE · row YmH3b-90ZGE

LAION-DISCO-12M

another song about love

Listed as Wrabel – another song about love (based on a true story) · Watch on YouTube

youtube_video a4Mj8DfIJXM · row a4Mj8DfIJXM

LAION-DISCO-12M

The Village

Listed as Wrabel – The Village (The Village) · Watch on YouTube

youtube_video bTs8f38xwv0 · row bTs8f38xwv0

LAION-DISCO-12M

Big Love

Listed as Klingande, Wrabel – Big Love (Big Love) · Watch on YouTube

youtube_video cOsjGXW4odY · row cOsjGXW4odY

LAION-DISCO-12M

lost cause

Listed as Wrabel – lost cause (based on a true story) · Watch on YouTube

youtube_video cvm4REXstRI · row cvm4REXstRI

LAION-DISCO-12M

poetry (reimagined)

Listed as Wrabel – poetry (reimagined) (poetry (reimagined)) · Watch on YouTube

youtube_video d3Cq193mrKk · row d3Cq193mrKk

LAION-DISCO-12M

happier

Listed as Wrabel – happier (happier) · Watch on YouTube

youtube_video eF5Ezn4PzXQ · row eF5Ezn4PzXQ

LAION-DISCO-12M

buried alive, again

Listed as renforshort, Wrabel – buried alive, again (buried alive, again) · Watch on YouTube

youtube_video gG7hG59V1nE · row gG7hG59V1nE

LAION-DISCO-12M

wish you well

Listed as Wrabel – wish you well (wish you well) · Watch on YouTube

youtube_video hLxtcbMAH-0 · row hLxtcbMAH-0

LAION-DISCO-12M

find it

Listed as Wrabel – find it (chapter of you) · Watch on YouTube

youtube_video k871tsBMXeI · row k871tsBMXeI

LAION-DISCO-12M

on the way down

Listed as Wrabel – on the way down (on the way down) · Watch on YouTube

youtube_video kSuvQIQI5VY · row kSuvQIQI5VY

LAION-DISCO-12M

hurts like hell

Listed as Wrabel – hurts like hell (hurts like hell) · Watch on YouTube

youtube_video mC1diYOCiRk · row mC1diYOCiRk

LAION-DISCO-12M

somebody new

Listed as Wrabel – somebody new (piano) · Watch on YouTube

youtube_video nIoBXqqbOvg · row nIoBXqqbOvg

LAION-DISCO-12M

Bloodstain (Galantis Remix)

Listed as Wrabel – Bloodstain (Galantis Remix) (Bloodstain (Galantis Remix)) · Watch on YouTube

youtube_video nNoqFRjOZzU · row nNoqFRjOZzU

LAION-DISCO-12M

hurts like hell

Listed as Wrabel, Sadie Jean – hurts like hell (hurts like hell) · Watch on YouTube

youtube_video oFaV_hSsnhg · row oFaV_hSsnhg

LAION-DISCO-12M

good

Listed as Wrabel – good (good) · Watch on YouTube

youtube_video pQWWr6U8DI0 · row pQWWr6U8DI0

LAION-DISCO-12M

11 Blocks

Listed as Wrabel – 11 Blocks (11 Blocks) · Watch on YouTube

youtube_video qs6RFnSR00w · row qs6RFnSR00w

LAION-DISCO-12M

Moon Rider

Listed as Jai Wolf, Wrabel – Moon Rider (Moon Rider) · Watch on YouTube

youtube_video rAsQWUdA2GM · row rAsQWUdA2GM

LAION-DISCO-12M

Oh Love

Listed as Parson James, Wrabel, VINCINT – Oh Love (Oh Love) · Watch on YouTube

youtube_video rQWPwh9ppmM · row rQWPwh9ppmM

LAION-DISCO-12M

Sideways

Listed as Wrabel – Sideways (Sideways) · Watch on YouTube

youtube_video tMqvrrenEF4 · row tMqvrrenEF4

LAION-DISCO-12M

back to back

Listed as Wrabel, Duncan Laurence – back to back (back to back) · Watch on YouTube

youtube_video tggoVRxYxhY · row tggoVRxYxhY

LAION-DISCO-12M

london (with Cam)

Listed as Wrabel – london (with Cam) (london (with Cam)) · Watch on YouTube

youtube_video tsyG0xal7eU · row tsyG0xal7eU

LAION-DISCO-12M

Poetry

Listed as Wrabel – Poetry (We Could Be Beautiful) · Watch on YouTube

youtube_video xNzTz2psfuY · row xNzTz2psfuY

LAION-DISCO-12M

We Could Be Beautiful

Listed as Wrabel – We Could Be Beautiful (We Could Be Beautiful) · Watch on YouTube

youtube_video zvE-tJ0UIfc · row zvE-tJ0UIfc

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.