Yes. Gary Numan has 162 songs listed in a dataset used to train AI music models.

Used for training 162

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 Are 'Friends' Electric?, Trois Gymnopedies (First Movement), Saints and Liars

Listed under the artist name 162 songs in LAION-DISCO-12M

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

Are 'Friends' Electric?

Listed as Gary Numan, Tubeway Army – Are 'Friends' Electric? (Replicas Redux) · Watch on YouTube

youtube_video 1snv-0jCiWY · row 1snv-0jCiWY

LAION-DISCO-12M

Trois Gymnopedies (First Movement)

Listed as Gary Numan – Trois Gymnopedies (First Movement) (Telekon) · Watch on YouTube

youtube_video 2KXANNRB7eg · row 2KXANNRB7eg

LAION-DISCO-12M

Saints and Liars

Listed as Gary Numan – Saints and Liars (Intruder) · Watch on YouTube

youtube_video 2xq8ZH9Xh4A · row 2xq8ZH9Xh4A

LAION-DISCO-12M

Airlane (Remastered 2009)

Listed as Gary Numan – Airlane (Remastered 2009) (The Pleasure Principle (Expanded Edition)) · Watch on YouTube

youtube_video 4Kv0yLg4LBQ · row 4Kv0yLg4LBQ

LAION-DISCO-12M

Are 'Friends' Electric? (Early Version)

Listed as Gary Numan, Tubeway Army – Are 'Friends' Electric? (Early Version) (Replicas Redux) · Watch on YouTube

youtube_video 5Ba7run5JEU · row 5Ba7run5JEU

LAION-DISCO-12M

Films (Remastered 2009)

Listed as Gary Numan – Films (Remastered 2009) (The Pleasure Principle (Expanded Edition)) · Watch on YouTube

youtube_video 6HbIGk6zH_k · row 6HbIGk6zH_k

LAION-DISCO-12M

Down in the Park (Early Version)

Listed as Gary Numan, Tubeway Army – Down in the Park (Early Version) (Replicas Redux) · Watch on YouTube

youtube_video 6nReGWePRr4 · row 6nReGWePRr4

LAION-DISCO-12M

Conversation (Remastered 2009)

Listed as Gary Numan – Conversation (Remastered 2009) (The Pleasure Principle (Expanded Edition)) · Watch on YouTube

youtube_video 7_kIjBaxhO0 · row 7_kIjBaxhO0

LAION-DISCO-12M

My Name Is Ruin

Listed as Gary Numan – My Name Is Ruin (Savage (Songs from a Broken World) (Expanded Edition)) · Watch on YouTube

youtube_video 8mxHwEdSJng · row 8mxHwEdSJng

LAION-DISCO-12M

Replicas (Live)

Listed as Gary Numan – Replicas (Live) (Replicas Live) · Watch on YouTube

youtube_video 982Yqr72y3E · row 982Yqr72y3E

LAION-DISCO-12M

Down in the Park (1998 Remaster) (feat. Tubeway Army)

Listed as Gary Numan – Down in the Park (1998 Remaster) (feat. Tubeway Army) (Replicas (1998 Remaster)) · Watch on YouTube

youtube_video 9GQS-iFCzus · row 9GQS-iFCzus

LAION-DISCO-12M

Ghost Nation

Listed as Gary Numan – Ghost Nation (Savage (Songs from a Broken World) (Expanded Edition)) · Watch on YouTube

youtube_video ANcIyg62SNk · row ANcIyg62SNk

LAION-DISCO-12M

Down in the Park (Live at Brixton Academy)

Listed as Gary Numan – Down in the Park (Live at Brixton Academy) (Savage (Live at Brixton Academy)) · Watch on YouTube

youtube_video AyPFPY8Z_Ns · row AyPFPY8Z_Ns

LAION-DISCO-12M

Down in the Park

Listed as Gary Numan, Tubeway Army – Down in the Park (Replicas Redux) · Watch on YouTube

youtube_video D3d8NP50gmM · row D3d8NP50gmM

LAION-DISCO-12M

The Machman

Listed as Gary Numan, Tubeway Army – The Machman (Replicas Redux) · Watch on YouTube

youtube_video D8C76KM7xg0 · row D8C76KM7xg0

LAION-DISCO-12M

Replicas (Early Version)

Listed as Gary Numan, Tubeway Army – Replicas (Early Version) (Replicas Redux) · Watch on YouTube

youtube_video Da3ePftrYsc · row Da3ePftrYsc

LAION-DISCO-12M

You Are in My Vision

Listed as Gary Numan, Tubeway Army – You Are in My Vision (Replicas Redux) · Watch on YouTube

youtube_video FETUoLuEYxg · row FETUoLuEYxg

LAION-DISCO-12M

The End of Things

Listed as Gary Numan – The End of Things (Savage (Songs from a Broken World) (Expanded Edition)) · Watch on YouTube

youtube_video JIVcaVKEN5M · row JIVcaVKEN5M

LAION-DISCO-12M

M.E.

Listed as Gary Numan – M.E. (The Pleasure Principle) · Watch on YouTube

youtube_video JeucohIa5LQ · row JeucohIa5LQ

LAION-DISCO-12M

Love Hurt Bleed

Listed as Gary Numan – Love Hurt Bleed (Splinter (Songs from a Broken Mind)) · Watch on YouTube

youtube_video LWEt_0ARnZU · row LWEt_0ARnZU

LAION-DISCO-12M

We Have a Technical

Listed as Gary Numan, Tubeway Army – We Have a Technical (Replicas Redux) · Watch on YouTube

youtube_video LjL58l3fYYE · row LjL58l3fYYE

LAION-DISCO-12M

When the Machines Rock (Early Version)

Listed as Gary Numan, Tubeway Army – When the Machines Rock (Early Version) (Replicas Redux) · Watch on YouTube

youtube_video MQhGHnVmK2Y · row MQhGHnVmK2Y

LAION-DISCO-12M

Cars

Listed as Gary Numan – Cars (Cars) · Watch on YouTube

youtube_video MkeO7ThL8yg · row MkeO7ThL8yg

LAION-DISCO-12M

We Are Glass

Listed as Gary Numan – We Are Glass (Telekon) · Watch on YouTube

youtube_video N1PV115rV6U · row N1PV115rV6U

LAION-DISCO-12M

I Die: You Die

Listed as Gary Numan – I Die: You Die (Telekon) · Watch on YouTube

youtube_video P88cNTAUs0Y · row P88cNTAUs0Y

LAION-DISCO-12M

And It All Began with You

Listed as Gary Numan – And It All Began with You (Savage (Songs from a Broken World) (Expanded Edition)) · Watch on YouTube

youtube_video PJXnfr9P1YU · row PJXnfr9P1YU

LAION-DISCO-12M

When the World Comes Apart

Listed as Gary Numan – When the World Comes Apart (Savage (Songs from a Broken World) (Expanded Edition)) · Watch on YouTube

youtube_video PM9TWPCEYnE · row PM9TWPCEYnE

LAION-DISCO-12M

Love Needs No Disguise

Listed as Gary Numan, Dramatis – Love Needs No Disguise (For Future Reference (Expanded Edition)) · Watch on YouTube

youtube_video UqKFXJ4Ka9Y · row UqKFXJ4Ka9Y

LAION-DISCO-12M

This Wreckage

Listed as Gary Numan – This Wreckage (Telekon) · Watch on YouTube

youtube_video XSvH78ZYqmc · row XSvH78ZYqmc

LAION-DISCO-12M

My Name Is Ruin (Live at Brixton Academy)

Listed as Gary Numan – My Name Is Ruin (Live at Brixton Academy) (My Name Is Ruin (Live at Brixton Academy)) · Watch on YouTube

youtube_video _IqFJll3gps · row _IqFJll3gps

LAION-DISCO-12M

Intruder

Listed as Gary Numan – Intruder (Intruder) · Watch on YouTube

youtube_video _pPEf-MakGk · row _pPEf-MakGk

LAION-DISCO-12M

Me, I Disconnect from You (Early Version)

Listed as Gary Numan, Tubeway Army – Me, I Disconnect from You (Early Version) (Replicas Redux) · Watch on YouTube

youtube_video aKsiJc78aio · row aKsiJc78aio

LAION-DISCO-12M

Complex (Remastered 2009)

Listed as Gary Numan – Complex (Remastered 2009) (The Pleasure Principle (Expanded Edition)) · Watch on YouTube

youtube_video a_vqWZFsf1g · row a_vqWZFsf1g

LAION-DISCO-12M

Are 'Friends' Electric? (Live at The Bridgewater Hall, Manchester)

Listed as Gary Numan, The Skaparis Orchestra – Are 'Friends' Electric? (Live at The Bridgewater Hall, Manchester) (When the Sky Came Down (Live at The Bridgewater Hall, Manchester)) · Watch on YouTube

youtube_video cmGMCfkGmdw · row cmGMCfkGmdw

LAION-DISCO-12M

Do You Need the Service? (Early Version)

Listed as Gary Numan, Tubeway Army – Do You Need the Service? (Early Version) (Replicas Redux) · Watch on YouTube

youtube_video dbaTznPIaZU · row dbaTznPIaZU

LAION-DISCO-12M

Cars (Premier Mix)

Listed as Gary Numan – Cars (Premier Mix) (Premier Hits) · Watch on YouTube

youtube_video fEppVhjH37A · row fEppVhjH37A

LAION-DISCO-12M

The Fall

Listed as Gary Numan – The Fall (Dead Son Rising) · Watch on YouTube

youtube_video g-Uv7jB9GZU · row g-Uv7jB9GZU

LAION-DISCO-12M

Metal

Listed as Gary Numan – Metal (The Pleasure Principle) · Watch on YouTube

youtube_video gNmzleSHbBs · row gNmzleSHbBs

LAION-DISCO-12M

Turn

Listed as Gary Numan, Tubeway Army – Turn (Ex Luna Scientia) · Watch on YouTube

youtube_video gOw0WEMh8sQ · row gOw0WEMh8sQ

LAION-DISCO-12M

Me, I Disconnect from You

Listed as Gary Numan, Tubeway Army – Me, I Disconnect from You (Replicas Redux) · Watch on YouTube

youtube_video gb66ZMHlixQ · row gb66ZMHlixQ

LAION-DISCO-12M

Here for You

Listed as Jean-Michel Jarre, Gary Numan – Here for You (Electronica 2: The Heart of Noise) · Watch on YouTube

youtube_video j5zxe706IHg · row j5zxe706IHg

LAION-DISCO-12M

Mercy

Listed as Gary Numan – Mercy (Savage (Songs from a Broken World) (Expanded Edition)) · Watch on YouTube

youtube_video k817VY14his · row k817VY14his

LAION-DISCO-12M

You Are in My Vision (Early Version)

Listed as Gary Numan, Tubeway Army – You Are in My Vision (Early Version) (Replicas Redux) · Watch on YouTube

youtube_video pApGc_CYZKk · row pApGc_CYZKk

LAION-DISCO-12M

Music for Chameleons

Listed as Gary Numan – Music for Chameleons (I, Assassin) · Watch on YouTube

youtube_video qseh-XKWvig · row qseh-XKWvig

LAION-DISCO-12M

I Am Dust

Listed as Gary Numan – I Am Dust (Splinter (Songs from a Broken Mind)) · Watch on YouTube

youtube_video tDn6orBOFrw · row tDn6orBOFrw

LAION-DISCO-12M

Now and Forever

Listed as Gary Numan – Now and Forever (Intruder) · Watch on YouTube

youtube_video uPmV-C-m6EA · row uPmV-C-m6EA

LAION-DISCO-12M

Tracks (Remastered 2009)

Listed as Gary Numan – Tracks (Remastered 2009) (The Pleasure Principle (Expanded Edition)) · Watch on YouTube

youtube_video uTgDYuOmUW0 · row uTgDYuOmUW0

LAION-DISCO-12M

Cars (Live at Brixton Academy)

Listed as Gary Numan – Cars (Live at Brixton Academy) (Savage (Live at Brixton Academy)) · Watch on YouTube

youtube_video w4LNBv7X6O8 · row w4LNBv7X6O8

LAION-DISCO-12M

The Machman (Early Version)

Listed as Gary Numan, Tubeway Army – The Machman (Early Version) (Replicas Redux) · Watch on YouTube

youtube_video yTSfVrNU14s · row yTSfVrNU14s

LAION-DISCO-12M

I Nearly Married a Human 3 (Early Version)

Listed as Gary Numan, Tubeway Army – I Nearly Married a Human 3 (Early Version) (Replicas Redux) · Watch on YouTube

youtube_video yv2HwYd3_qc · row yv2HwYd3_qc

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.