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 Monoculture, Sex Dwarf (2023 Extended Version), Nostalgia Machine

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.

Monoculture

Listed as Soft Cell – Monoculture (Cruelty Without Beauty) · Watch on YouTube

youtube_video 0AlbjCblHWM · row 0AlbjCblHWM

LAION-DISCO-12M

Sex Dwarf (2023 Extended Version)

Listed as Soft Cell – Sex Dwarf (2023 Extended Version) (Non-Stop Erotic Cabaret (Deluxe Edition)) · Watch on YouTube

youtube_video 0fg2toNI2Y0 · row 0fg2toNI2Y0

LAION-DISCO-12M

Nostalgia Machine

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

youtube_video 0ptJ4DCwbOI · row 0ptJ4DCwbOI

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Back To Nature (Marc's Mix)

Listed as Soft Cell – Back To Nature (Marc's Mix) (*Happiness Now Completed) · Watch on YouTube

youtube_video 1F4khyn9K8w · row 1F4khyn9K8w

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Heat

Listed as Soft Cell – Heat (The Art Of Falling Apart) · Watch on YouTube

youtube_video 1HP2tgMZerM · row 1HP2tgMZerM

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Kitchen Sink Drama

Listed as Soft Cell – Kitchen Sink Drama (The Art Of Falling Apart) · Watch on YouTube

youtube_video 2nvXZsvzL1c · row 2nvXZsvzL1c

LAION-DISCO-12M

Forever The Same

Listed as Soft Cell – Forever The Same (The Art Of Falling Apart) · Watch on YouTube

youtube_video 33fc_NtLXjE · row 33fc_NtLXjE

LAION-DISCO-12M

Defiant

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

youtube_video 37uJsxsNXfU · row 37uJsxsNXfU

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Tainted Dub / Where Did Our Love Go?

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

youtube_video 4n7JviAXUzw · row 4n7JviAXUzw

LAION-DISCO-12M

The Night

Listed as Soft Cell – The Night (Cruelty Without Beauty) · Watch on YouTube

youtube_video 5JxrLO-GOtM · row 5JxrLO-GOtM

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A Man Could Get Lost (Single Edit / Remastered 2008)

Listed as Soft Cell – A Man Could Get Lost (Single Edit / Remastered 2008) (Non Stop Erotic Cabaret (Deluxe Edition / Remastered 2008)) · Watch on YouTube

youtube_video 6nPtiKQydSs · row 6nPtiKQydSs

LAION-DISCO-12M

Murder Your Darlings

Listed as Soft Cell – Murder Your Darlings (*Happiness Now Completed) · Watch on YouTube

youtube_video 6uHZqScLIAU · row 6uHZqScLIAU

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Gemini Lounge

Listed as Soft Cell – Gemini Lounge (*Happiness Now Completed) · Watch on YouTube

youtube_video DFIFMW6YPUM · row DFIFMW6YPUM

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Where Did Our Love Go? (Remastered 2008)

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

youtube_video DPC95sezTcg · row DPC95sezTcg

LAION-DISCO-12M

You Only Live Twice

Listed as Soft Cell – You Only Live Twice (This Last Night...In Sodom) · Watch on YouTube

youtube_video Faz4eBI_rBQ · row Faz4eBI_rBQ

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Happy Happy Happy

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

youtube_video H1hz5ZohU44 · row H1hz5ZohU44

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Night And The City (2023 Version)

Listed as Soft Cell – Night And The City (2023 Version) (*Happiness Now Completed) · Watch on YouTube

youtube_video HCv06XRY954 · row HCv06XRY954

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Tainted Love '91 (Mendelsohn Remix - 12" Version)

Listed as Soft Cell – Tainted Love '91 (Mendelsohn Remix - 12" Version) (The Twelve Inch Singles) · Watch on YouTube

youtube_video HDXhE3dGJPY · row HDXhE3dGJPY

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Last Chance (Christmas Mix)

Listed as Soft Cell – Last Chance (Christmas Mix) (Last Chance (Christmas Mix)) · Watch on YouTube

youtube_video HmOd0qevlRA · row HmOd0qevlRA

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The Art Of Falling Apart

Listed as Soft Cell – The Art Of Falling Apart (The Art Of Falling Apart) · Watch on YouTube

youtube_video I1I0qYFflfw · row I1I0qYFflfw

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Torch (7" Single Version / Remastered 2023)

Listed as Soft Cell – Torch (7" Single Version / Remastered 2023) (Torch E.P.) · Watch on YouTube

youtube_video IgKmVDKGG84 · row IgKmVDKGG84

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Polaroid

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

youtube_video JCE13rpyivk · row JCE13rpyivk

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Bruises On All My Illusions

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

youtube_video KYMQTqZMQWs · row KYMQTqZMQWs

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What?

Listed as Soft Cell – What? (Non Stop Ecstatic Dancing) · Watch on YouTube

youtube_video L2zHPyujEVo · row L2zHPyujEVo

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The Girl With The Patent Leather Face

Listed as Soft Cell – The Girl With The Patent Leather Face (Trials Of Eyeliner: Anthology 1979-2016) · Watch on YouTube

youtube_video OdEsupVKz6Y · row OdEsupVKz6Y

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Darker Times

Listed as Soft Cell – Darker Times (Cruelty Without Beauty) · Watch on YouTube

youtube_video QTnJSl6a_48 · row QTnJSl6a_48

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Fun City

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

youtube_video Tpe9jhInDmk · row Tpe9jhInDmk

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Mr. Self Destruct

Listed as Soft Cell – Mr. Self Destruct (This Last Night...In Sodom) · Watch on YouTube

youtube_video TtYD_QBDeFk · row TtYD_QBDeFk

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Surrender To A Stranger

Listed as Soft Cell – Surrender To A Stranger (This Last Night...In Sodom) · Watch on YouTube

youtube_video WvtML--3nQw · row WvtML--3nQw

LAION-DISCO-12M

Martin

Listed as Soft Cell – Martin (The Art Of Falling Apart) · Watch on YouTube

youtube_video XMvQf6p1EbM · row XMvQf6p1EbM

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Northern Lights

Listed as Soft Cell – Northern Lights (Northern Lights) · Watch on YouTube

youtube_video ZPwQU3i1Jm0 · row ZPwQU3i1Jm0

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Tainted Love (Dave Ball 2021 Extended Mix)

Listed as Soft Cell – Tainted Love (Dave Ball 2021 Extended Mix) (Tainted Love) · Watch on YouTube

youtube_video _3DzSjnqkSw · row _3DzSjnqkSw

LAION-DISCO-12M

Tainted Love (Instrumental - Re-Recorded)

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

youtube_video ax6hPxrI-vc · row ax6hPxrI-vc

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Sex Dwarf (Remastered 2008)

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

youtube_video bu8rxljnUfA · row bu8rxljnUfA

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Hendrix Medley

Listed as Soft Cell – Hendrix Medley (The Art Of Falling Apart) · Watch on YouTube

youtube_video c3hCCUDlklw · row c3hCCUDlklw

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Meet Murder My Angel

Listed as Soft Cell – Meet Murder My Angel (This Last Night...In Sodom) · Watch on YouTube

youtube_video dpQaX4mB5qI · row dpQaX4mB5qI

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Loving You Hating Me

Listed as Soft Cell – Loving You Hating Me (The Art Of Falling Apart) · Watch on YouTube

youtube_video glVF6EZWpCM · row glVF6EZWpCM

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You Kill Me

Listed as Soft Cell – You Kill Me (*Happiness Now Completed) · Watch on YouTube

youtube_video heoCQDi0BQg · row heoCQDi0BQg

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Bedsitter (Live At The 02 Arena, London / 2018)

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

youtube_video kjMvNK8ZUuM · row kjMvNK8ZUuM

LAION-DISCO-12M

Facility Girls

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

youtube_video l3vm2BNVJIE · row l3vm2BNVJIE

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Purple Zone (Manhattan Clique Remix)

Listed as Soft Cell, Pet Shop Boys – Purple Zone (Manhattan Clique Remix) (Purple Zone (The Remixes)) · Watch on YouTube

youtube_video liLOx8gi0Q0 · row liLOx8gi0Q0

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Say Hello Wave Goodbye (Almighty Radio Edit)

Listed as Soft Cell – Say Hello Wave Goodbye (Almighty Radio Edit) (The Very Best Of Soft Cell) · Watch on YouTube

youtube_video mlSbJLJyKOQ · row mlSbJLJyKOQ

LAION-DISCO-12M

Light Sleepers

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

youtube_video msL-nmKT90I · row msL-nmKT90I

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So

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

youtube_video nAIWD3A5G-E · row nAIWD3A5G-E

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Tainted Love (Dakeyne Remix)

Listed as Soft Cell – Tainted Love (Dakeyne Remix) (Heat: The Remixes) · Watch on YouTube

youtube_video pMw-EVlZ_54 · row pMw-EVlZ_54

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Heart Like Chernobyl

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

youtube_video qhARaZd4ey8 · row qhARaZd4ey8

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Torch (7" Single Version / Remastered 2023)

Listed as Soft Cell – Torch (7" Single Version / Remastered 2023) (Non-Stop Erotic Cabaret) · Watch on YouTube

youtube_video rxRNOyfPVfA · row rxRNOyfPVfA

LAION-DISCO-12M

Down In The Subway (Extended Single Version)

Listed as Soft Cell – Down In The Subway (Extended Single Version) (The Very Best Of Soft Cell) · Watch on YouTube

youtube_video utqC47I6KIY · row utqC47I6KIY

LAION-DISCO-12M

Nostalgia Machine (Hifi Sean Extended Remix)

Listed as Soft Cell – Nostalgia Machine (Hifi Sean Extended Remix) (Nostalgia Machine (The Remixes)) · Watch on YouTube

youtube_video yUTxuYIkSQQ · row yUTxuYIkSQQ

LAION-DISCO-12M

Numbers (Single / Original Version)

Listed as Soft Cell – Numbers (Single / Original Version) (The Art Of Falling Apart) · Watch on YouTube

youtube_video zTEIezXx9LQ · row zTEIezXx9LQ

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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.