Yes. Les Friction has 59 songs listed in a dataset used to train AI music models.

Used for training 59

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 All That Mattered, This Is a Call, World with No Sun (Instrumental)

Listed under the artist name 59 songs in LAION-DISCO-12M

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

All That Mattered

Listed as Les Friction – All That Mattered (The End of the Beginning) · Watch on YouTube

youtube_video -BULBeHd3bY · row -BULBeHd3bY

LAION-DISCO-12M

This Is a Call

Listed as Les Friction – This Is a Call (Dark Matter) · Watch on YouTube

youtube_video -Z8VG6hIZoQ · row -Z8VG6hIZoQ

LAION-DISCO-12M

World with No Sun (Instrumental)

Listed as Les Friction – World with No Sun (Instrumental) (The End of the Beginning) · Watch on YouTube

youtube_video -dDxi4a2tPY · row -dDxi4a2tPY

LAION-DISCO-12M

Love Comes Home

Listed as Les Friction – Love Comes Home (Dark Matter) · Watch on YouTube

youtube_video -v7ONgbyIK0 · row -v7ONgbyIK0

LAION-DISCO-12M

You Always Knew (feat. Lara Fabian)

Listed as Les Friction – You Always Knew (feat. Lara Fabian) (Dark Matter) · Watch on YouTube

youtube_video 01C9JJUhZs0 · row 01C9JJUhZs0

LAION-DISCO-12M

Quiet War (Instrumental)

Listed as Les Friction – Quiet War (Instrumental) (The End of the Beginning) · Watch on YouTube

youtube_video 05VsBQ3Fpgs · row 05VsBQ3Fpgs

LAION-DISCO-12M

String Theory

Listed as Les Friction – String Theory (Les Friction (Instrumental Bonus Tracks Version)) · Watch on YouTube

youtube_video 1AgbfZvYoUI · row 1AgbfZvYoUI

LAION-DISCO-12M

Fade to Black (Instrumental)

Listed as Les Friction – Fade to Black (Instrumental) (The End of the Beginning) · Watch on YouTube

youtube_video 1tYJ2EIC_Z0 · row 1tYJ2EIC_Z0

LAION-DISCO-12M

Unhuman (Instrumental)

Listed as Les Friction – Unhuman (Instrumental) (The End of the Beginning) · Watch on YouTube

youtube_video 1w2qVlbOJOs · row 1w2qVlbOJOs

LAION-DISCO-12M

This Is a Call (Instrumental)

Listed as Les Friction – This Is a Call (Instrumental) (Dark Matter (Instrumental)) · Watch on YouTube

youtube_video 2X00Hej_iFk · row 2X00Hej_iFk

LAION-DISCO-12M

Black Smoke Assimilation

Listed as Les Friction – Black Smoke Assimilation (The End of the Beginning) · Watch on YouTube

youtube_video 2mmcfRcOti0 · row 2mmcfRcOti0

LAION-DISCO-12M

Firewall

Listed as Les Friction – Firewall (Firewall) · Watch on YouTube

youtube_video 3745iZ6F9So · row 3745iZ6F9So

LAION-DISCO-12M

Love Comes Home (Instrumental)

Listed as Les Friction – Love Comes Home (Instrumental) (Dark Matter (Instrumental)) · Watch on YouTube

youtube_video 3ZCToteKtco · row 3ZCToteKtco

LAION-DISCO-12M

Who Will Save You Now

Listed as Les Friction – Who Will Save You Now (Who Will Save You Now) · Watch on YouTube

youtube_video 3ffst3XN3f8 · row 3ffst3XN3f8

LAION-DISCO-12M

Sunday (Instrumental)

Listed as Les Friction – Sunday (Instrumental) (Les Friction (Instrumental Bonus Tracks Version)) · Watch on YouTube

youtube_video 3sZpLYKDX4U · row 3sZpLYKDX4U

LAION-DISCO-12M

Sunday

Listed as Les Friction – Sunday (Les Friction (Instrumental Bonus Tracks Version)) · Watch on YouTube

youtube_video 4JFeL-taIpU · row 4JFeL-taIpU

LAION-DISCO-12M

The End of the Beginning

Listed as Les Friction – The End of the Beginning (The End of the Beginning) · Watch on YouTube

youtube_video 5m8bB_kjY28 · row 5m8bB_kjY28

LAION-DISCO-12M

Quiet War

Listed as Les Friction – Quiet War (The End of the Beginning) · Watch on YouTube

youtube_video 7OFu0qrR6T8 · row 7OFu0qrR6T8

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Unhuman

Listed as Les Friction – Unhuman (The End of the Beginning) · Watch on YouTube

youtube_video 938lnj7PJ3I · row 938lnj7PJ3I

LAION-DISCO-12M

Who Will Save You Now (Instrumental)

Listed as Les Friction – Who Will Save You Now (Instrumental) (Dark Matter (Instrumental)) · Watch on YouTube

youtube_video 9UoK26yv9fQ · row 9UoK26yv9fQ

LAION-DISCO-12M

Dark Matter (Instrumental)

Listed as Les Friction – Dark Matter (Instrumental) (Dark Matter (Instrumental)) · Watch on YouTube

youtube_video 9iDriNilSs0 · row 9iDriNilSs0

LAION-DISCO-12M

Louder Than Words

Listed as Les Friction – Louder Than Words (Les Friction (Instrumental Bonus Tracks Version)) · Watch on YouTube

youtube_video B7yIEoD7zls · row B7yIEoD7zls

LAION-DISCO-12M

Torture

Listed as Les Friction – Torture (Les Friction (Instrumental Bonus Tracks Version)) · Watch on YouTube

youtube_video BQlk8XTCAC8 · row BQlk8XTCAC8

LAION-DISCO-12M

No Remorse No Regrets

Listed as Les Friction – No Remorse No Regrets (The End of the Beginning) · Watch on YouTube

youtube_video GtNj7uxPN7E · row GtNj7uxPN7E

LAION-DISCO-12M

Come Back to Me

Listed as Les Friction – Come Back to Me (Les Friction (Instrumental Bonus Tracks Version)) · Watch on YouTube

youtube_video OlJkcOyQ5ZA · row OlJkcOyQ5ZA

LAION-DISCO-12M

Your World Will Fail (Instrumental)

Listed as Les Friction – Your World Will Fail (Instrumental) (Dark Matter (Instrumental)) · Watch on YouTube

youtube_video PhbMT1ctlTY · row PhbMT1ctlTY

LAION-DISCO-12M

Make Believe

Listed as Les Friction – Make Believe (Dark Matter) · Watch on YouTube

youtube_video R2CkWv0O_JY · row R2CkWv0O_JY

LAION-DISCO-12M

I Remember (Instrumental)

Listed as Les Friction – I Remember (Instrumental) (Dark Matter (Instrumental)) · Watch on YouTube

youtube_video VB_6cbLtkec · row VB_6cbLtkec

LAION-DISCO-12M

World on Fire (Instrumental)

Listed as Les Friction – World on Fire (Instrumental) (Les Friction (Instrumental Bonus Tracks Version)) · Watch on YouTube

youtube_video X8nTHlZGO68 · row X8nTHlZGO68

LAION-DISCO-12M

Torture (Instrumental)

Listed as Les Friction – Torture (Instrumental) (Les Friction (Instrumental Bonus Tracks Version)) · Watch on YouTube

youtube_video XSBQks3sLJM · row XSBQks3sLJM

LAION-DISCO-12M

What You Need

Listed as Les Friction – What You Need (Les Friction (Instrumental Bonus Tracks Version)) · Watch on YouTube

youtube_video XSGiZ-0whpU · row XSGiZ-0whpU

LAION-DISCO-12M

Louder Than Words (Instrumental)

Listed as Les Friction – Louder Than Words (Instrumental) (Les Friction (Instrumental Bonus Tracks Version)) · Watch on YouTube

youtube_video Xj-IuNBPvN0 · row Xj-IuNBPvN0

LAION-DISCO-12M

Fade to Black

Listed as Les Friction – Fade to Black (The End of the Beginning) · Watch on YouTube

youtube_video ZAZ5SRoPajA · row ZAZ5SRoPajA

LAION-DISCO-12M

The End of the Beginning (Instrumental)

Listed as Les Friction – The End of the Beginning (Instrumental) (The End of the Beginning) · Watch on YouTube

youtube_video ZTEiJmRpmVE · row ZTEiJmRpmVE

LAION-DISCO-12M

No Remorse No Regrets (Instrumental)

Listed as Les Friction – No Remorse No Regrets (Instrumental) (The End of the Beginning) · Watch on YouTube

youtube_video cBfhhqzqdE4 · row cBfhhqzqdE4

LAION-DISCO-12M

Dark Matter

Listed as Les Friction – Dark Matter (Dark Matter) · Watch on YouTube

youtube_video cx8Nf5VIuqg · row cx8Nf5VIuqg

LAION-DISCO-12M

Black Smoke Assimilation (Instrumental)

Listed as Les Friction – Black Smoke Assimilation (Instrumental) (The End of the Beginning) · Watch on YouTube

youtube_video eo8u0aqe-sk · row eo8u0aqe-sk

LAION-DISCO-12M

World with No Sun

Listed as Les Friction – World with No Sun (The End of the Beginning) · Watch on YouTube

youtube_video iogNc3vv27U · row iogNc3vv27U

LAION-DISCO-12M

Here Comes the Reign

Listed as Les Friction – Here Comes the Reign (Les Friction (Instrumental Bonus Tracks Version)) · Watch on YouTube

youtube_video j2qRNzBoDcE · row j2qRNzBoDcE

LAION-DISCO-12M

Save Your Life

Listed as Les Friction – Save Your Life (Les Friction (Instrumental Bonus Tracks Version)) · Watch on YouTube

youtube_video kckBtwRFgfg · row kckBtwRFgfg

LAION-DISCO-12M

Game Ender

Listed as Les Friction – Game Ender (The End of the Beginning) · Watch on YouTube

youtube_video oN6kHw_bNLs · row oN6kHw_bNLs

LAION-DISCO-12M

All That Mattered (Instrumental)

Listed as Les Friction – All That Mattered (Instrumental) (The End of the Beginning) · Watch on YouTube

youtube_video qKznZnEYlFM · row qKznZnEYlFM

LAION-DISCO-12M

World on Fire

Listed as Les Friction – World on Fire (Les Friction (Instrumental Bonus Tracks Version)) · Watch on YouTube

youtube_video qN4SYUnXoXs · row qN4SYUnXoXs

LAION-DISCO-12M

Collective Mind (Instrumental)

Listed as Les Friction – Collective Mind (Instrumental) (The End of the Beginning) · Watch on YouTube

youtube_video ryEZc9N503E · row ryEZc9N503E

LAION-DISCO-12M

Your World Will Fail

Listed as Les Friction – Your World Will Fail (Dark Matter) · Watch on YouTube

youtube_video sl4JKK4ObaE · row sl4JKK4ObaE

LAION-DISCO-12M

Your Voice

Listed as Les Friction – Your Voice (Dark Matter) · Watch on YouTube

youtube_video spMpYhkUh2U · row spMpYhkUh2U

LAION-DISCO-12M

Collective Mind

Listed as Les Friction – Collective Mind (The End of the Beginning) · Watch on YouTube

youtube_video vJ1VxY03fZo · row vJ1VxY03fZo

LAION-DISCO-12M

I Remember (feat. Emily Valentine)

Listed as Les Friction – I Remember (feat. Emily Valentine) (Dark Matter) · Watch on YouTube

youtube_video vkt5tKZFadU · row vkt5tKZFadU

LAION-DISCO-12M

Save Your Life (Instrumental)

Listed as Les Friction – Save Your Life (Instrumental) (Les Friction (Instrumental Bonus Tracks Version)) · Watch on YouTube

youtube_video xF0kaYEM00U · row xF0kaYEM00U

LAION-DISCO-12M

Kashmir

Listed as Les Friction – Kashmir (Dark Matter) · Watch on YouTube

youtube_video zS9STG3_FzQ · row zS9STG3_FzQ

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.