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 4:37AM (Arabs With Knives and West German Skies), Welcome to the Machine (Live in Amsterdam, June, 2018), Another Brick in the Wall, Pt. 2 (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.

4:37AM (Arabs With Knives and West German Skies)

Listed as Roger Waters – 4:37AM (Arabs With Knives and West German Skies) (The Pros And Cons Of Hitch Hiking) · Watch on YouTube

youtube_video 28SW9fBGC20 · row 28SW9fBGC20

LAION-DISCO-12M

Welcome to the Machine (Live in Amsterdam, June, 2018)

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

youtube_video 31MvIIxoJ9w · row 31MvIIxoJ9w

LAION-DISCO-12M

Another Brick in the Wall, Pt. 2 (Live)

Listed as Roger Waters – Another Brick in the Wall, Pt. 2 (Live) (Roger Waters The Wall) · Watch on YouTube

youtube_video 4b30ARsuVY4 · row 4b30ARsuVY4

LAION-DISCO-12M

Broken Bones

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

youtube_video 4svv0lvizXQ · row 4svv0lvizXQ

LAION-DISCO-12M

Any Colour You Like

Listed as Roger Waters – Any Colour You Like (The Dark Side of the Moon Redux) · Watch on YouTube

youtube_video 891nldNzmrM · row 891nldNzmrM

LAION-DISCO-12M

Brain Damage

Listed as Roger Waters – Brain Damage (The Dark Side of the Moon Redux) · Watch on YouTube

youtube_video AUEUqGbW7VQ · row AUEUqGbW7VQ

LAION-DISCO-12M

4:39AM (For the First Time Today, Pt. 2)

Listed as Roger Waters – 4:39AM (For the First Time Today, Pt. 2) (The Pros And Cons Of Hitch Hiking) · Watch on YouTube

youtube_video AgPa8pykgTE · row AgPa8pykgTE

LAION-DISCO-12M

Bird In A Gale

Listed as Roger Waters – Bird In A Gale (Is This The Life We Really Want?) · Watch on YouTube

youtube_video BQxx9R8l6ZY · row BQxx9R8l6ZY

LAION-DISCO-12M

Each Small Candle

Listed as Roger Waters – Each Small Candle (2 Unite All, Vol. 2) · Watch on YouTube

youtube_video CTWs_Un14Ug · row CTWs_Un14Ug

LAION-DISCO-12M

Watching TV

Listed as Roger Waters – Watching TV (Amused to Death) · Watch on YouTube

youtube_video Ca3PnHFgJ54 · row Ca3PnHFgJ54

LAION-DISCO-12M

The Happiest Days of Our Lives (Live)

Listed as Roger Waters – The Happiest Days of Our Lives (Live) (In the Flesh - Live) · Watch on YouTube

youtube_video DXj3AIsN4gU · row DXj3AIsN4gU

LAION-DISCO-12M

The Most Beautiful Girl

Listed as Roger Waters – The Most Beautiful Girl (Is This The Life We Really Want?) · Watch on YouTube

youtube_video GtPON4OH_tE · row GtPON4OH_tE

LAION-DISCO-12M

4:58AM (Dunroamin, Duncarin, Dunlivin)

Listed as Roger Waters – 4:58AM (Dunroamin, Duncarin, Dunlivin) (The Pros And Cons Of Hitch Hiking) · Watch on YouTube

youtube_video Guqf3lPJ3nI · row Guqf3lPJ3nI

LAION-DISCO-12M

Young Lust (Live)

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

youtube_video HUL6A2TcexU · row HUL6A2TcexU

LAION-DISCO-12M

Eclipse

Listed as Roger Waters – Eclipse (The Dark Side of the Moon Redux) · Watch on YouTube

youtube_video KhHj-e8U5HA · row KhHj-e8U5HA

LAION-DISCO-12M

Goodbye Blue Sky (Live In Berlin)

Listed as Roger Waters, Joni Mitchell, James Galway – Goodbye Blue Sky (Live In Berlin) (The Wall - Live In Berlin) · Watch on YouTube

youtube_video LA8MBdQKRmU · row LA8MBdQKRmU

LAION-DISCO-12M

Shine On You Crazy Diamond, Pt. 1-8 (Live)

Listed as Roger Waters – Shine On You Crazy Diamond, Pt. 1-8 (Live) (In the Flesh - Live) · Watch on YouTube

youtube_video MJZ2uStUmHg · row MJZ2uStUmHg

LAION-DISCO-12M

Great Gig in the Sky

Listed as Roger Waters – Great Gig in the Sky (The Dark Side of the Moon Redux) · Watch on YouTube

youtube_video MMWO8s6yGOA · row MMWO8s6yGOA

LAION-DISCO-12M

Goodbye Cruel World (Live In Berlin)

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

youtube_video Mf39QZFh1Oo · row Mf39QZFh1Oo

LAION-DISCO-12M

Money (Live in Amsterdam, June, 2018)

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

youtube_video Nheqkd9MCsU · row Nheqkd9MCsU

LAION-DISCO-12M

What God Wants, Pt. III

Listed as Roger Waters – What God Wants, Pt. III (Amused to Death) · Watch on YouTube

youtube_video OccmcfZ9ZnY · row OccmcfZ9ZnY

LAION-DISCO-12M

Goodbye Blue Sky (Live)

Listed as Roger Waters – Goodbye Blue Sky (Live) (Roger Waters The Wall) · Watch on YouTube

youtube_video PEN9nEedcV4 · row PEN9nEedcV4

LAION-DISCO-12M

Pigs (Three Different Ones) [Live in Amsterdam, June, 2018]

Listed as Roger Waters – Pigs (Three Different Ones) [Live in Amsterdam, June, 2018] (Us + Them (Live)) · Watch on YouTube

youtube_video PxORyuU8HKg · row PxORyuU8HKg

LAION-DISCO-12M

The Bravery of Being Out of Range

Listed as Roger Waters – The Bravery of Being Out of Range (Amused to Death) · Watch on YouTube

youtube_video QDFTHiJR63U · row QDFTHiJR63U

LAION-DISCO-12M

5:11AM (The Moment of Clarity)

Listed as Roger Waters – 5:11AM (The Moment of Clarity) (The Pros And Cons Of Hitch Hiking) · Watch on YouTube

youtube_video QZwLEhV78RA · row QZwLEhV78RA

LAION-DISCO-12M

Another Brick In the Wall (Part 2) [Live in Amsterdam, June, 2018]

Listed as Roger Waters – Another Brick In the Wall (Part 2) [Live in Amsterdam, June, 2018] (Us + Them (Live)) · Watch on YouTube

youtube_video QrIUI2rl3P0 · row QrIUI2rl3P0

LAION-DISCO-12M

Wish You Were Here (Live in Amsterdam, June, 2018)

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

youtube_video RQu2kq3612Y · row RQu2kq3612Y

LAION-DISCO-12M

Too Much Rope

Listed as Roger Waters – Too Much Rope (Amused to Death) · Watch on YouTube

youtube_video Vz65-1wXoLY · row Vz65-1wXoLY

LAION-DISCO-12M

Picture That

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

youtube_video YIiRMgF29eo · row YIiRMgF29eo

LAION-DISCO-12M

Late Home Tonight, Pt. I

Listed as Roger Waters – Late Home Tonight, Pt. I (Amused to Death) · Watch on YouTube

youtube_video _QGNAm5cHTo · row _QGNAm5cHTo

LAION-DISCO-12M

Wish You Were Here (Live)

Listed as Roger Waters – Wish You Were Here (Live) (In the Flesh - Live) · Watch on YouTube

youtube_video _QhEQ4GSOh8 · row _QhEQ4GSOh8

LAION-DISCO-12M

4:50AM (Go Fishing)

Listed as Roger Waters – 4:50AM (Go Fishing) (The Pros And Cons Of Hitch Hiking) · Watch on YouTube

youtube_video bVk3oT5x7x0 · row bVk3oT5x7x0

LAION-DISCO-12M

On the Run

Listed as Roger Waters – On the Run (The Dark Side of the Moon Redux) · Watch on YouTube

youtube_video bbfH8sSEW48 · row bbfH8sSEW48

LAION-DISCO-12M

4:56AM (For the First Time Today, Pt. 1)

Listed as Roger Waters – 4:56AM (For the First Time Today, Pt. 1) (The Pros And Cons Of Hitch Hiking) · Watch on YouTube

youtube_video cpO78dIxL9E · row cpO78dIxL9E

LAION-DISCO-12M

Hey You (Live)

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

youtube_video dG1RaqYGbA0 · row dG1RaqYGbA0

LAION-DISCO-12M

In the Flesh (Live)

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

youtube_video dOgoqtfzbxY · row dOgoqtfzbxY

LAION-DISCO-12M

Lost Boys Calling

Listed as Roger Waters – Lost Boys Calling (The Legend of 1900 - Original Motion Picture Soundtrack) · Watch on YouTube

youtube_video dayJCB9Dv98 · row dayJCB9Dv98

LAION-DISCO-12M

The Great Gig In the Sky (Live in Amsterdam, June, 2018)

Listed as Roger Waters – The Great Gig In the Sky (Live in Amsterdam, June, 2018) (Us + Them (Live)) · Watch on YouTube

youtube_video dif-WOEmcDk · row dif-WOEmcDk

LAION-DISCO-12M

What God Wants, Pt. II

Listed as Roger Waters – What God Wants, Pt. II (Amused to Death) · Watch on YouTube

youtube_video e4TMbtgmrH0 · row e4TMbtgmrH0

LAION-DISCO-12M

Perfect Sense, Pt. II

Listed as Roger Waters – Perfect Sense, Pt. II (Amused to Death) · Watch on YouTube

youtube_video eYG7INhXFjc · row eYG7INhXFjc

LAION-DISCO-12M

The Bravery of Being Out of Range (Live)

Listed as Roger Waters – The Bravery of Being Out of Range (Live) (In the Flesh - Live) · Watch on YouTube

youtube_video g-H72xStoXs · row g-H72xStoXs

LAION-DISCO-12M

4:47AM (The Remains of Our Love)

Listed as Roger Waters – 4:47AM (The Remains of Our Love) (The Pros And Cons Of Hitch Hiking) · Watch on YouTube

youtube_video iYpkN1J3qtY · row iYpkN1J3qtY

LAION-DISCO-12M

Late Home Tonight, Pt. II

Listed as Roger Waters – Late Home Tonight, Pt. II (Amused to Death) · Watch on YouTube

youtube_video isVAEXdKBS4 · row isVAEXdKBS4

LAION-DISCO-12M

Amused to Death (Live)

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

youtube_video jirbRGbpecI · row jirbRGbpecI

LAION-DISCO-12M

Another Brick In the Wall, Pt. 2 (Live)

Listed as Roger Waters – Another Brick In the Wall, Pt. 2 (Live) (In the Flesh - Live) · Watch on YouTube

youtube_video l6yBPE_6LEE · row l6yBPE_6LEE

LAION-DISCO-12M

It's a Miracle (Live)

Listed as Roger Waters – It's a Miracle (Live) (In the Flesh - Live) · Watch on YouTube

youtube_video naDlaXAci2w · row naDlaXAci2w

LAION-DISCO-12M

Part of Me Died

Listed as Roger Waters – Part of Me Died (Is This The Life We Really Want?) · Watch on YouTube

youtube_video ucnwTy9VNcU · row ucnwTy9VNcU

LAION-DISCO-12M

Comfortably Numb (Live)

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

youtube_video vF_EHS703tk · row vF_EHS703tk

LAION-DISCO-12M

When We Were Young

Listed as Roger Waters – When We Were Young (Is This The Life We Really Want?) · Watch on YouTube

youtube_video wqZ0HKbCNfE · row wqZ0HKbCNfE

LAION-DISCO-12M

Four Minutes

Listed as Roger Waters – Four Minutes (Radio K.A.O.S.) · Watch on YouTube

youtube_video yzdwpisprYQ · row yzdwpisprYQ

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.