Yes. Soft Cell has 154 songs listed in a dataset used to train AI music models.

Used for training 154

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 Chips On My Shoulder, It's A Mug's Game, Quiet Rebellion

Listed under the artist name 154 songs in LAION-DISCO-12M

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

Chips On My Shoulder

Listed as Soft Cell – Chips On My Shoulder (Non-Stop Erotic Cabaret) · Watch on YouTube

youtube_video -9h4ODtFaS8 · row -9h4ODtFaS8

LAION-DISCO-12M

It's A Mug's Game

Listed as Soft Cell – It's A Mug's Game (The Art Of Falling Apart) · Watch on YouTube

youtube_video 0GvyJxgp49E · row 0GvyJxgp49E

LAION-DISCO-12M

Quiet Rebellion

Listed as Soft Cell – Quiet Rebellion (*Happiness Now Completed) · Watch on YouTube

youtube_video 2PWsBZdaHEA · row 2PWsBZdaHEA

LAION-DISCO-12M

Insecure Me (Extended 12" Edit / Remastered 2008)

Listed as Soft Cell – Insecure Me (Extended 12" Edit / Remastered 2008) (Non Stop Erotic Cabaret (Deluxe Edition / Remastered 2008)) · Watch on YouTube

youtube_video 5-e6gmwCHdo · row 5-e6gmwCHdo

LAION-DISCO-12M

Waifs & Strays (Grid Twilight Mix)

Listed as Soft Cell, Marc Almond – Waifs & Strays (Grid Twilight Mix) (Memorabilia: The Singles) · Watch on YouTube

youtube_video 52BbLFS2Qa8 · row 52BbLFS2Qa8

LAION-DISCO-12M

Youth

Listed as Soft Cell – Youth (Non-Stop Erotic Cabaret) · Watch on YouTube

youtube_video 6fsM6nmNpa8 · row 6fsM6nmNpa8

LAION-DISCO-12M

Tainted Love (Remastered 2008)

Listed as Soft Cell – Tainted Love (Remastered 2008) (Non Stop Erotic Cabaret (Deluxe Edition / Remastered 2008)) · Watch on YouTube

youtube_video 9PfL6ACcNL0 · row 9PfL6ACcNL0

LAION-DISCO-12M

What

Listed as Soft Cell, Marc Almond – What (Memorabilia: The Singles) · Watch on YouTube

youtube_video 9_-7OwWJA_I · row 9_-7OwWJA_I

LAION-DISCO-12M

Tainted Love / Where Did Our Love Go? (Extended Version / Remastered 2008)

Listed as Soft Cell – Tainted Love / Where Did Our Love Go? (Extended Version / Remastered 2008) (Non Stop Erotic Cabaret (Deluxe Edition / Remastered 2008)) · Watch on YouTube

youtube_video AHUQdDtRaDI · row AHUQdDtRaDI

LAION-DISCO-12M

Tainted Love (Re-Recorded / Remastered)

Listed as Soft Cell – Tainted Love (Re-Recorded / Remastered) (Tainted Love (Re-Recorded / Remastered)) · Watch on YouTube

youtube_video CoMKFkyNiWw · row CoMKFkyNiWw

LAION-DISCO-12M

Sex Dwarf

Listed as Soft Cell – Sex Dwarf (Non-Stop Erotic Cabaret) · Watch on YouTube

youtube_video EqGcn2ZmSjM · row EqGcn2ZmSjM

LAION-DISCO-12M

Soul Inside

Listed as Soft Cell – Soul Inside (This Last Night...In Sodom) · Watch on YouTube

youtube_video FACQuuDVHSM · row FACQuuDVHSM

LAION-DISCO-12M

Secret Life

Listed as Soft Cell – Secret Life (Non-Stop Erotic Cabaret) · Watch on YouTube

youtube_video GRnP7lZPhPA · row GRnP7lZPhPA

LAION-DISCO-12M

Tainted Love / Where Did Our Love Go? (US Radio Edit)

Listed as Soft Cell – Tainted Love / Where Did Our Love Go? (US Radio Edit) (Tainted Love / Where Did Our Love Go? E.P.) · Watch on YouTube

youtube_video HnLeHfNiEn0 · row HnLeHfNiEn0

LAION-DISCO-12M

Tainted Love

Listed as Soft Cell – Tainted Love (Tainted Love / Where Did Our Love Go? E.P.) · Watch on YouTube

youtube_video IV1gR0WY7wY · row IV1gR0WY7wY

LAION-DISCO-12M

Tainted Love

Listed as Soft Cell – Tainted Love (Trials Of Eyeliner: Anthology 1979-2016) · Watch on YouTube

youtube_video ItDoKzNYCbs · row ItDoKzNYCbs

LAION-DISCO-12M

Memorabilia (91)

Listed as Soft Cell, Marc Almond – Memorabilia (91) (Memorabilia: The Singles) · Watch on YouTube

youtube_video KjBbDDPCuo0 · row KjBbDDPCuo0

LAION-DISCO-12M

Torch

Listed as Soft Cell, Marc Almond – Torch (Memorabilia: The Singles) · Watch on YouTube

youtube_video LCEol3YWRjg · row LCEol3YWRjg

LAION-DISCO-12M

I Feel Love

Listed as Soft Cell, Marc Almond – I Feel Love (Memorabilia: The Singles) · Watch on YouTube

youtube_video LMYubwtLzw4 · row LMYubwtLzw4

LAION-DISCO-12M

Say Hello Wave Goodbye (12'' the Long Goodbye) (Extended Mendelsohn Remix)

Listed as Soft Cell, Marc Almond – Say Hello Wave Goodbye (12'' the Long Goodbye) (Extended Mendelsohn Remix) (Memorabilia: The Singles) · Watch on YouTube

youtube_video LsGbh6ZPJNk · row LsGbh6ZPJNk

LAION-DISCO-12M

Happiness Not Included

Listed as Soft Cell – Happiness Not Included (Happiness Not Included) · Watch on YouTube

youtube_video Nur8QAhBbeo · row Nur8QAhBbeo

LAION-DISCO-12M

Frustration

Listed as Soft Cell – Frustration (Non-Stop Erotic Cabaret) · Watch on YouTube

youtube_video O1FG7ZwSioI · row O1FG7ZwSioI

LAION-DISCO-12M

What?

Listed as Soft Cell – What? (Non-Stop Erotic Cabaret) · Watch on YouTube

youtube_video P6ULj3ymYOg · row P6ULj3ymYOg

LAION-DISCO-12M

Tainted Love

Listed as Soft Cell – Tainted Love (Queens Of The Universe) · Watch on YouTube

youtube_video PaNmQ7W_UEo · row PaNmQ7W_UEo

LAION-DISCO-12M

What! (Extended Version / Remastered 2008)

Listed as Soft Cell – What! (Extended Version / Remastered 2008) (Non Stop Erotic Cabaret (Deluxe Edition / Remastered 2008)) · Watch on YouTube

youtube_video PjEF_ZuLXOU · row PjEF_ZuLXOU

LAION-DISCO-12M

Soul Inside

Listed as Soft Cell, Marc Almond – Soul Inside (Memorabilia: The Singles) · Watch on YouTube

youtube_video QSz41t9OPYg · row QSz41t9OPYg

LAION-DISCO-12M

Say Hello Wave Goodbye (12" Version / Remastered 2008)

Listed as Soft Cell – Say Hello Wave Goodbye (12" Version / Remastered 2008) (Non Stop Erotic Cabaret (Deluxe Edition / Remastered 2008)) · Watch on YouTube

youtube_video Qo7QjrA9TRE · row Qo7QjrA9TRE

LAION-DISCO-12M

Say Hello, Wave Goodbye (7" Single Version)

Listed as Soft Cell – Say Hello, Wave Goodbye (7" Single Version) (Say Hello To Soft Cell) · Watch on YouTube

youtube_video RmgTAk7H6iw · row RmgTAk7H6iw

LAION-DISCO-12M

Tainted Love (DJ Hell Remix)

Listed as Soft Cell – Tainted Love (DJ Hell Remix) (Tainted Love) · Watch on YouTube

youtube_video UH_JWFT1K7k · row UH_JWFT1K7k

LAION-DISCO-12M

Strange Kinda Dance (Edit)

Listed as Soft Cell – Strange Kinda Dance (Edit) (*Happiness Now Completed) · Watch on YouTube

youtube_video VPUp5l_lzfY · row VPUp5l_lzfY

LAION-DISCO-12M

Say Hello, Wave Goodbye (Live At The 02 Arena, London / 2018)

Listed as Soft Cell – Say Hello, Wave Goodbye (Live At The 02 Arena, London / 2018) (Say Hello, Wave Goodbye) · Watch on YouTube

youtube_video VY0Ru1mASUo · row VY0Ru1mASUo

LAION-DISCO-12M

Tainted Love

Listed as Soft Cell – Tainted Love (Tainted Love / Where Did Our Love Go) · Watch on YouTube

youtube_video W_8tykUcUcQ · row W_8tykUcUcQ

LAION-DISCO-12M

The Day The World Turned Day-Glo (Full Version)

Listed as Soft Cell – The Day The World Turned Day-Glo (Full Version) (*Happiness Now Completed) · Watch on YouTube

youtube_video YwlcW3K8iuQ · row YwlcW3K8iuQ

LAION-DISCO-12M

Where the Heart Is (91)

Listed as Soft Cell, Marc Almond – Where the Heart Is (91) (Memorabilia: The Singles) · Watch on YouTube

youtube_video _l6qNfe1vxs · row _l6qNfe1vxs

LAION-DISCO-12M

Tainted Love (Jamie Jones 4Z Remix)

Listed as Soft Cell – Tainted Love (Jamie Jones 4Z Remix) (Tainted Love (Jamie Jones 4Z Remix)) · Watch on YouTube

youtube_video bJpNEP5xy-Y · row bJpNEP5xy-Y

LAION-DISCO-12M

Jukebox Head

Listed as Soft Cell – Jukebox Head (*Happiness Now Completed) · Watch on YouTube

youtube_video cBA6ZbkcL5w · row cBA6ZbkcL5w

LAION-DISCO-12M

Say Hello Wave Goodbye (91)

Listed as Soft Cell, Marc Almond – Say Hello Wave Goodbye (91) (Memorabilia: The Singles) · Watch on YouTube

youtube_video cPRX6Ba30tM · row cPRX6Ba30tM

LAION-DISCO-12M

Vapourise

Listed as Soft Cell – Vapourise (Bruises on All My Illusions) · Watch on YouTube

youtube_video eRzhMDkFbOY · row eRzhMDkFbOY

LAION-DISCO-12M

Torch (Single Version / Remastered 2008)

Listed as Soft Cell – Torch (Single Version / Remastered 2008) (Non Stop Erotic Cabaret (Deluxe Edition / Remastered 2008)) · Watch on YouTube

youtube_video elDNXWJcrbo · row elDNXWJcrbo

LAION-DISCO-12M

Seedy Films

Listed as Soft Cell – Seedy Films (Non-Stop Erotic Cabaret) · Watch on YouTube

youtube_video g0pvWANJc5I · row g0pvWANJc5I

LAION-DISCO-12M

Bedsitter

Listed as Soft Cell, Marc Almond – Bedsitter (Memorabilia: The Singles) · Watch on YouTube

youtube_video gPyAUXcacxU · row gPyAUXcacxU

LAION-DISCO-12M

Bedsitter (Extended Version / Remastered 2008)

Listed as Soft Cell – Bedsitter (Extended Version / Remastered 2008) (Non Stop Erotic Cabaret (Deluxe Edition / Remastered 2008)) · Watch on YouTube

youtube_video g_ln7O2j45Q · row g_ln7O2j45Q

LAION-DISCO-12M

First Hand Experience In Second Hand Love

Listed as Soft Cell – First Hand Experience In Second Hand Love (*Happiness Now Completed) · Watch on YouTube

youtube_video gwlp67hE6YA · row gwlp67hE6YA

LAION-DISCO-12M

Entertain Me

Listed as Soft Cell – Entertain Me (Non-Stop Erotic Cabaret) · Watch on YouTube

youtube_video hNCxp6OYMWI · row hNCxp6OYMWI

LAION-DISCO-12M

Where The Heart Is (Single Version)

Listed as Soft Cell – Where The Heart Is (Single Version) (The Art Of Falling Apart) · Watch on YouTube

youtube_video htgljiv7lNw · row htgljiv7lNw

LAION-DISCO-12M

Tears Run Rings

Listed as Soft Cell, Marc Almond – Tears Run Rings (Memorabilia: The Singles) · Watch on YouTube

youtube_video i2q3KjTtoOI · row i2q3KjTtoOI

LAION-DISCO-12M

Memorabilia

Listed as Soft Cell – Memorabilia (Memorabilia) · Watch on YouTube

youtube_video ikWDyn7MGxw · row ikWDyn7MGxw

LAION-DISCO-12M

Purple Zone

Listed as Soft Cell, Pet Shop Boys – Purple Zone (Happiness Not Included) · Watch on YouTube

youtube_video jex3hN_7uxc · row jex3hN_7uxc

LAION-DISCO-12M

Memorabilia (Remastered 2008)

Listed as Soft Cell – Memorabilia (Remastered 2008) (Non Stop Erotic Cabaret (Deluxe Edition / Remastered 2008)) · Watch on YouTube

youtube_video mRPc-Zosmyk · row mRPc-Zosmyk

LAION-DISCO-12M

Tainted Love

Listed as Soft Cell, Marc Almond – Tainted Love (Memorabilia: The Singles) · Watch on YouTube

youtube_video u9RHgJzmHtI · row u9RHgJzmHtI

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.