Yes. Roger Waters has 147 songs listed in a dataset used to train AI music models.

Used for training 147

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 The Trial (Live), Oceans Apart, Brain Damage (Live)

Listed under the artist name 147 songs in LAION-DISCO-12M

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

The Trial (Live)

Listed as Roger Waters – The Trial (Live) (Roger Waters The Wall) · Watch on YouTube

youtube_video 0DNuaEZYeik · row 0DNuaEZYeik

LAION-DISCO-12M

Oceans Apart

Listed as Roger Waters – Oceans Apart (Is This The Life We Really Want?) · Watch on YouTube

youtube_video 1o7j98l6FZc · row 1o7j98l6FZc

LAION-DISCO-12M

Brain Damage (Live)

Listed as Roger Waters – Brain Damage (Live) (In the Flesh - Live) · Watch on YouTube

youtube_video 2FP-LhMXzVU · row 2FP-LhMXzVU

LAION-DISCO-12M

Run Like Hell (Live)

Listed as Roger Waters – Run Like Hell (Live) (Roger Waters The Wall) · Watch on YouTube

youtube_video 2llCJvXtTpY · row 2llCJvXtTpY

LAION-DISCO-12M

Time (Live in Amsterdam, June, 2018)

Listed as Roger Waters – Time (Live in Amsterdam, June, 2018) (Us + Them (Live)) · Watch on YouTube

youtube_video 3Wa4qDNy3MU · row 3Wa4qDNy3MU

LAION-DISCO-12M

The Show Must Go On (Live)

Listed as Roger Waters – The Show Must Go On (Live) (Roger Waters The Wall) · Watch on YouTube

youtube_video 40-mYjLBUn8 · row 40-mYjLBUn8

LAION-DISCO-12M

Empty Spaces (Live)

Listed as Roger Waters – Empty Spaces (Live) (Roger Waters The Wall) · Watch on YouTube

youtube_video 4ZPxMPGOEQY · row 4ZPxMPGOEQY

LAION-DISCO-12M

Last Few Bricks (Live)

Listed as Roger Waters – Last Few Bricks (Live) (Roger Waters The Wall) · Watch on YouTube

youtube_video 52nBa9bCWVs · row 52nBa9bCWVs

LAION-DISCO-12M

Don't Leave Me Now (Live)

Listed as Roger Waters – Don't Leave Me Now (Live) (Roger Waters The Wall) · Watch on YouTube

youtube_video 5utVgUEh-OU · row 5utVgUEh-OU

LAION-DISCO-12M

One of My Turns (Live)

Listed as Roger Waters – One of My Turns (Live) (Roger Waters The Wall) · Watch on YouTube

youtube_video 6Rq06z0zpN8 · row 6Rq06z0zpN8

LAION-DISCO-12M

Southampton Dock (Live)

Listed as Roger Waters – Southampton Dock (Live) (In the Flesh - Live) · Watch on YouTube

youtube_video C56-9xj2IW4 · row C56-9xj2IW4

LAION-DISCO-12M

Vera (Live)

Listed as Roger Waters – Vera (Live) (Roger Waters The Wall) · Watch on YouTube

youtube_video E0QM1WRzNzs · row E0QM1WRzNzs

LAION-DISCO-12M

Breathe (Reprise) [Live in Amsterdam, June, 2018]

Listed as Roger Waters – Breathe (Reprise) [Live in Amsterdam, June, 2018] (Us + Them (Live)) · Watch on YouTube

youtube_video F-Avzg2todw · row F-Avzg2todw

LAION-DISCO-12M

Knockin' On Heaven's Door

Listed as Roger Waters – Knockin' On Heaven's Door (Flickering Flame - The Solo Years, Volume 1) · Watch on YouTube

youtube_video Fz2cP-5VcNk · row Fz2cP-5VcNk

LAION-DISCO-12M

Picture That (Live in Amsterdam, June, 2018)

Listed as Roger Waters – Picture That (Live in Amsterdam, June, 2018) (Us + Them (Live)) · Watch on YouTube

youtube_video G4quAzuuneQ · row G4quAzuuneQ

LAION-DISCO-12M

Time (Live)

Listed as Roger Waters – Time (Live) (In the Flesh - Live) · Watch on YouTube

youtube_video KYmO3XqIIPQ · row KYmO3XqIIPQ

LAION-DISCO-12M

In the Flesh (Live)

Listed as Roger Waters – In the Flesh (Live) (Roger Waters The Wall) · Watch on YouTube

youtube_video M8jmxbj-e3s · row M8jmxbj-e3s

LAION-DISCO-12M

The Last Refugee (Live in Amsterdam, June, 2018)

Listed as Roger Waters – The Last Refugee (Live in Amsterdam, June, 2018) (Us + Them (Live)) · Watch on YouTube

youtube_video MGU8eYDcVAo · row MGU8eYDcVAo

LAION-DISCO-12M

Hello (I Love You)

Listed as Roger Waters, Howard Shore – Hello (I Love You) (The Last Mimzy (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video MvW7IWGPOlA · row MvW7IWGPOlA

LAION-DISCO-12M

Waiting for the Worms (Live)

Listed as Roger Waters – Waiting for the Worms (Live) (Roger Waters The Wall) · Watch on YouTube

youtube_video NOGts8dCZCc · row NOGts8dCZCc

LAION-DISCO-12M

Get Your Filthy Hands off My Desert (Live)

Listed as Roger Waters – Get Your Filthy Hands off My Desert (Live) (In the Flesh - Live) · Watch on YouTube

youtube_video QKS1Z1lgEkg · row QKS1Z1lgEkg

LAION-DISCO-12M

Comfortably Numb (Live)

Listed as Roger Waters – Comfortably Numb (Live) (Roger Waters The Wall) · Watch on YouTube

youtube_video RkR_Tns7hWg · row RkR_Tns7hWg

LAION-DISCO-12M

Intro (Live in Amsterdam, June, 2018)

Listed as Roger Waters – Intro (Live in Amsterdam, June, 2018) (Us + Them (Live)) · Watch on YouTube

youtube_video UTdZueTmr0A · row UTdZueTmr0A

LAION-DISCO-12M

The Tide Is Turning (Live In Berlin / Instrumental Version)

Listed as Roger Waters – The Tide Is Turning (Live In Berlin / Instrumental Version) (The Wall - Live In Berlin) · Watch on YouTube

youtube_video Vy_VmpnKyUc · row Vy_VmpnKyUc

LAION-DISCO-12M

Pigs on the Wing, Pt. 1 (Live)

Listed as Roger Waters – Pigs on the Wing, Pt. 1 (Live) (In the Flesh - Live) · Watch on YouTube

youtube_video W9h_IFndVkw · row W9h_IFndVkw

LAION-DISCO-12M

Nobody Home (Live)

Listed as Roger Waters – Nobody Home (Live) (Roger Waters The Wall) · Watch on YouTube

youtube_video XDEc5EeNyX4 · row XDEc5EeNyX4

LAION-DISCO-12M

Outside the Wall (Live)

Listed as Roger Waters – Outside the Wall (Live) (Roger Waters The Wall) · Watch on YouTube

youtube_video XkbLej-XUqQ · row XkbLej-XUqQ

LAION-DISCO-12M

The Ballad of Jean Charles de Menezes (Live)

Listed as Roger Waters – The Ballad of Jean Charles de Menezes (Live) (Roger Waters The Wall) · Watch on YouTube

youtube_video _zql09vTLvo · row _zql09vTLvo

LAION-DISCO-12M

The Trial (Live In Berlin / Instrumental Version)

Listed as Roger Waters, Tim Curry, Thomas Dolby, Ute Lemper – The Trial (Live In Berlin / Instrumental Version) (The Wall - Live In Berlin) · Watch on YouTube

youtube_video aDKn4bgTmf0 · row aDKn4bgTmf0

LAION-DISCO-12M

Another Brick In The Wall (Part 3) (Live In Berlin)

Listed as Roger Waters – Another Brick In The Wall (Part 3) (Live In Berlin) (The Wall - Live In Berlin) · Watch on YouTube

youtube_video aYwnKi7JJD0 · row aYwnKi7JJD0

LAION-DISCO-12M

The Thin Ice (Live)

Listed as Roger Waters – The Thin Ice (Live) (Roger Waters The Wall) · Watch on YouTube

youtube_video fEgPxB8yLXQ · row fEgPxB8yLXQ

LAION-DISCO-12M

In The Flesh (Part 1) (Live In Berlin)

Listed as Roger Waters, Scorpions – In The Flesh (Part 1) (Live In Berlin) (The Wall - Live In Berlin) · Watch on YouTube

youtube_video gbB39GZQaz0 · row gbB39GZQaz0

LAION-DISCO-12M

Speak to Me (Live in Amsterdam, June, 2018)

Listed as Roger Waters – Speak to Me (Live in Amsterdam, June, 2018) (Us + Them (Live)) · Watch on YouTube

youtube_video iquO9fCoutU · row iquO9fCoutU

LAION-DISCO-12M

Our Song

Listed as Roger Waters, Ron Geesin – Our Song (Music From The Body) · Watch on YouTube

youtube_video itPHF7lLS24 · row itPHF7lLS24

LAION-DISCO-12M

Another Brick in the Wall, Pt. 3 (Live)

Listed as Roger Waters – Another Brick in the Wall, Pt. 3 (Live) (Roger Waters The Wall) · Watch on YouTube

youtube_video ltp5o2YCACU · row ltp5o2YCACU

LAION-DISCO-12M

Another Brick In The Wall (Part 1) (Live In Berlin)

Listed as Roger Waters, Garth Hudson – Another Brick In The Wall (Part 1) (Live In Berlin) (The Wall - Live In Berlin) · Watch on YouTube

youtube_video lySP_UijEus · row lySP_UijEus

LAION-DISCO-12M

Eclipse (Live)

Listed as Roger Waters – Eclipse (Live) (In the Flesh - Live) · Watch on YouTube

youtube_video mFVAM_1ukNU · row mFVAM_1ukNU

LAION-DISCO-12M

Is There Anybody Out There? (Live)

Listed as Roger Waters – Is There Anybody Out There? (Live) (Roger Waters The Wall) · Watch on YouTube

youtube_video n3P0t2C-EWA · row n3P0t2C-EWA

LAION-DISCO-12M

Set the Controls For the Heart of the Sun (Live)

Listed as Roger Waters – Set the Controls For the Heart of the Sun (Live) (In the Flesh - Live) · Watch on YouTube

youtube_video niOeryWbFp4 · row niOeryWbFp4

LAION-DISCO-12M

Breathe (Live in Amsterdam, June, 2018)

Listed as Roger Waters – Breathe (Live in Amsterdam, June, 2018) (Us + Them (Live)) · Watch on YouTube

youtube_video oslvuncjAog · row oslvuncjAog

LAION-DISCO-12M

Mother (Live)

Listed as Roger Waters – Mother (Live) (Roger Waters The Wall) · Watch on YouTube

youtube_video qRZMEEjDhnc · row qRZMEEjDhnc

LAION-DISCO-12M

What Shall We Do Now? (Live)

Listed as Roger Waters – What Shall We Do Now? (Live) (Roger Waters The Wall) · Watch on YouTube

youtube_video tX0PIxnBDbE · row tX0PIxnBDbE

LAION-DISCO-12M

Goodbye Cruel World (Live)

Listed as Roger Waters – Goodbye Cruel World (Live) (Roger Waters The Wall) · Watch on YouTube

youtube_video v9bMRaLuzh0 · row v9bMRaLuzh0

LAION-DISCO-12M

Money (Live)

Listed as Roger Waters – Money (Live) (In the Flesh - Live) · Watch on YouTube

youtube_video wJHQaOme5VM · row wJHQaOme5VM

LAION-DISCO-12M

The Happiest Days of Our Lives (Live)

Listed as Roger Waters – The Happiest Days of Our Lives (Live) (Roger Waters The Wall) · Watch on YouTube

youtube_video y0jaYcdIjh0 · row y0jaYcdIjh0

LAION-DISCO-12M

Happiest Days of Our Lives (Live in Amsterdam, June, 2018)

Listed as Roger Waters – Happiest Days of Our Lives (Live in Amsterdam, June, 2018) (Us + Them (Live)) · Watch on YouTube

youtube_video y3IK9w_eYVs · row y3IK9w_eYVs

LAION-DISCO-12M

One Of My Turns (Live In Berlin)

Listed as Roger Waters – One Of My Turns (Live In Berlin) (The Wall - Live In Berlin) · Watch on YouTube

youtube_video ydccDDnVqjw · row ydccDDnVqjw

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.