Yes. Abstract has 148 songs listed in a dataset used to train AI music models.

Used for training 148

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 Submarine Love (feat. Jonny Koch & Mark G), Co-Star, I've Done Okay

Listed under the artist name 148 songs in LAION-DISCO-12M

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

Submarine Love (feat. Jonny Koch & Mark G)

Listed as Corbin Karasu, Abstract, Flight Volume – Submarine Love (feat. Jonny Koch & Mark G) (Submarine Love) · Watch on YouTube

youtube_video -RM4MyU8DX8 · row -RM4MyU8DX8

LAION-DISCO-12M

Co-Star

Listed as Abstract, ELLIS! – Co-Star (Co-Star) · Watch on YouTube

youtube_video -feYr8bSKRg · row -feYr8bSKRg

LAION-DISCO-12M

I've Done Okay

Listed as Abstract – I've Done Okay (No More Hope for the Hopeless) · Watch on YouTube

youtube_video 1ERFS2Qrsos · row 1ERFS2Qrsos

LAION-DISCO-12M

I changed too

Listed as The Noise Unheard, ALXX, Abstract – I changed too (I changed too) · Watch on YouTube

youtube_video 1Gk70F4asCM · row 1Gk70F4asCM

LAION-DISCO-12M

push your luck

Listed as ChrispyD, Abstract – push your luck (push your luck) · Watch on YouTube

youtube_video 7eVng9HpGac · row 7eVng9HpGac

LAION-DISCO-12M

Above the Clouds (feat. Abstract & OnCue)

Listed as Flight Volume, Abstract – Above the Clouds (feat. Abstract & OnCue) (Above the Clouds) · Watch on YouTube

youtube_video AHurmxMmhHQ · row AHurmxMmhHQ

LAION-DISCO-12M

The Game

Listed as Abstract, ELLIS! – The Game (Autology) · Watch on YouTube

youtube_video DA-7Fpxk0kk · row DA-7Fpxk0kk

LAION-DISCO-12M

Together

Listed as Abstract – Together (No More Hope for the Hopeless) · Watch on YouTube

youtube_video Eg-vn5J0dZ8 · row Eg-vn5J0dZ8

LAION-DISCO-12M

RBY

Listed as Abstract – RBY (Super Human) · Watch on YouTube

youtube_video Eoq0b1Bsqac · row Eoq0b1Bsqac

LAION-DISCO-12M

Hit the Exit

Listed as Abstract – Hit the Exit (Hit the Exit) · Watch on YouTube

youtube_video GYc2v2KeZQE · row GYc2v2KeZQE

LAION-DISCO-12M

Headlights

Listed as Abstract, P.MO & Mike Squires – Headlights (The Sample Tape, Vol. 1) · Watch on YouTube

youtube_video HDF_6DS9HYE · row HDF_6DS9HYE

LAION-DISCO-12M

Epilogue

Listed as Abstract & Craig McAllister – Epilogue (We Are the Artist) · Watch on YouTube

youtube_video IlQMU6XPq_s · row IlQMU6XPq_s

LAION-DISCO-12M

Demons (Back Home Pt. 2)

Listed as Abstract & Craig McAllister – Demons (Back Home Pt. 2) (We Are the Artist) · Watch on YouTube

youtube_video Kf24VZ3NY38 · row Kf24VZ3NY38

LAION-DISCO-12M

Visions (Arrival)

Listed as Abstract & Craig McAllister – Visions (Arrival) (We Are the Artist) · Watch on YouTube

youtube_video LfG63_VbRZ4 · row LfG63_VbRZ4

LAION-DISCO-12M

401

Listed as Abstract – 401 (No More Hope for the Hopeless) · Watch on YouTube

youtube_video MZEyh0sL2h8 · row MZEyh0sL2h8

LAION-DISCO-12M

Landing

Listed as Abstract – Landing (Super Human) · Watch on YouTube

youtube_video NIIsTnD2XbY · row NIIsTnD2XbY

LAION-DISCO-12M

PACIFIC (feat. The Noise Unheard & EVERY)

Listed as Justin Stone, Abstract – PACIFIC (feat. The Noise Unheard & EVERY) (PACIFIC) · Watch on YouTube

youtube_video NIYVVWzXBnQ · row NIYVVWzXBnQ

LAION-DISCO-12M

Growing Pains

Listed as Abstract – Growing Pains (No More Hope for the Hopeless) · Watch on YouTube

youtube_video NZdS325GuaA · row NZdS325GuaA

LAION-DISCO-12M

Carousel

Listed as Fwrd, Abstract – Carousel (Carousel) · Watch on YouTube

youtube_video OlgcpGskp-E · row OlgcpGskp-E

LAION-DISCO-12M

Let 'Em Breathe

Listed as Abstract, ELLIS! – Let 'Em Breathe (Autology 2) · Watch on YouTube

youtube_video Rhmua2iwQdQ · row Rhmua2iwQdQ

LAION-DISCO-12M

The Business

Listed as Abstract – The Business (No More Hope for the Hopeless) · Watch on YouTube

youtube_video S4rfvYIsQnw · row S4rfvYIsQnw

LAION-DISCO-12M

Days Like This

Listed as Abstract – Days Like This (Kintsugi) · Watch on YouTube

youtube_video U-tNp-UKG-w · row U-tNp-UKG-w

LAION-DISCO-12M

Expectations

Listed as Abstract, ELLIS! – Expectations (Autology) · Watch on YouTube

youtube_video UMKYJS9awHk · row UMKYJS9awHk

LAION-DISCO-12M

I Cannot Lie (feat. RoZe)

Listed as Abstract, RoZe – I Cannot Lie (feat. RoZe) (I Cannot Lie (feat. RoZe)) · Watch on YouTube

youtube_video VaaoeRkL9IU · row VaaoeRkL9IU

LAION-DISCO-12M

Arrived (feat. Futuristic)

Listed as Abstract – Arrived (feat. Futuristic) (Kintsugi) · Watch on YouTube

youtube_video Z_UAP6NRYY0 · row Z_UAP6NRYY0

LAION-DISCO-12M

House On Fire (Cover)

Listed as Abstract – House On Fire (Cover) (House On Fire (Cover)) · Watch on YouTube

youtube_video ZeWxSp4cSJM · row ZeWxSp4cSJM

LAION-DISCO-12M

Boba Fett

Listed as Abstract, Elijah Kyle – Boba Fett (Boba Fett) · Watch on YouTube

youtube_video al2_C5zI4v8 · row al2_C5zI4v8

LAION-DISCO-12M

Solving My Own Murder

Listed as Abstract, FigureItOut – Solving My Own Murder (Solving My Own Murder) · Watch on YouTube

youtube_video b9bQp_xi_DM · row b9bQp_xi_DM

LAION-DISCO-12M

Hi Again

Listed as Abstract – Hi Again (Hi Again) · Watch on YouTube

youtube_video bMNH9YQQlaI · row bMNH9YQQlaI

LAION-DISCO-12M

Lean on Me

Listed as Abstract, Dylan Reese – Lean on Me (Top of the World / Lean on Me) · Watch on YouTube

youtube_video edB0wMCA8Ac · row edB0wMCA8Ac

LAION-DISCO-12M

Small Town

Listed as Abstract – Small Town (No More Hope for the Hopeless) · Watch on YouTube

youtube_video fKUeYBSsR_g · row fKUeYBSsR_g

LAION-DISCO-12M

Other Side (with Abstract)

Listed as Mike Crigs, Abstract – Other Side (with Abstract) (Other Side (with Abstract)) · Watch on YouTube

youtube_video gZcvqv6EqMQ · row gZcvqv6EqMQ

LAION-DISCO-12M

Sellout

Listed as Abstract – Sellout (No More Hope for the Hopeless) · Watch on YouTube

youtube_video gaLb8efKcpY · row gaLb8efKcpY

LAION-DISCO-12M

For the View (Back Home Pt. 1)

Listed as Abstract & Craig McAllister – For the View (Back Home Pt. 1) (We Are the Artist) · Watch on YouTube

youtube_video hnDtA1ukl50 · row hnDtA1ukl50

LAION-DISCO-12M

Honest

Listed as Abstract, Jonny Koch – Honest (Hear She Lies) · Watch on YouTube

youtube_video iLVEFzDDAFQ · row iLVEFzDDAFQ

LAION-DISCO-12M

Idiosynthesis

Listed as Abstract, ELLIS! – Idiosynthesis (Autology) · Watch on YouTube

youtube_video kbyRXn0R0I0 · row kbyRXn0R0I0

LAION-DISCO-12M

2020 Won

Listed as Abstract – 2020 Won (2020 Won) · Watch on YouTube

youtube_video lMUW1G2p7PY · row lMUW1G2p7PY

LAION-DISCO-12M

Moon 52 Freestyle

Listed as Abstract – Moon 52 Freestyle (Moon 52 Freestyle) · Watch on YouTube

youtube_video lpnJgKY_kao · row lpnJgKY_kao

LAION-DISCO-12M

Dive 2

Listed as Abstract – Dive 2 (Kintsugi) · Watch on YouTube

youtube_video m71rzT2Co0A · row m71rzT2Co0A

LAION-DISCO-12M

For You

Listed as Abstract, Jonny Koch – For You (Hear She Lies) · Watch on YouTube

youtube_video nCKQ0UNEoyg · row nCKQ0UNEoyg

LAION-DISCO-12M

Skydive

Listed as Abstract – Skydive (No More Hope for the Hopeless) · Watch on YouTube

youtube_video nPLuu07CTbw · row nPLuu07CTbw

LAION-DISCO-12M

Dark Side

Listed as Abstract – Dark Side (Kintsugi) · Watch on YouTube

youtube_video oVqqeozFGDY · row oVqqeozFGDY

LAION-DISCO-12M

Healing Interlude (feat. Joey Burbs)

Listed as Abstract – Healing Interlude (feat. Joey Burbs) (Kintsugi) · Watch on YouTube

youtube_video oo1wPS8xHkE · row oo1wPS8xHkE

LAION-DISCO-12M

KEEP MOVING

Listed as Elijah Kyle, Abstract – KEEP MOVING (KEEP MOVING) · Watch on YouTube

youtube_video pJtSSbwQ_z0 · row pJtSSbwQ_z0

LAION-DISCO-12M

Saw an Old Friend

Listed as DLZ, Jez Dior, Abstract – Saw an Old Friend (Saw an Old Friend) · Watch on YouTube

youtube_video u_TMGiDeycQ · row u_TMGiDeycQ

LAION-DISCO-12M

Titanic

Listed as Abstract – Titanic (Titanic) · Watch on YouTube

youtube_video vIO5YbxU0WY · row vIO5YbxU0WY

LAION-DISCO-12M

Time (Interlude)

Listed as Abstract – Time (Interlude) (Something to Write Home About) · Watch on YouTube

youtube_video xcERmvUWPl0 · row xcERmvUWPl0

LAION-DISCO-12M

Young Nights

Listed as Mike Squires, Abstract – Young Nights (Young Nights) · Watch on YouTube

youtube_video xsUXdUhNBdQ · row xsUXdUhNBdQ

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.