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 Last Chance, Loving You Hating Me (12" Version), Tainted Love (2XS Remix)

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.

Last Chance

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

youtube_video 1N0d4vzD6MY · row 1N0d4vzD6MY

LAION-DISCO-12M

Loving You Hating Me (12" Version)

Listed as Soft Cell – Loving You Hating Me (12" Version) (The Twelve Inch Singles) · Watch on YouTube

youtube_video 1VmhAT0arhQ · row 1VmhAT0arhQ

LAION-DISCO-12M

Tainted Love (2XS Remix)

Listed as Soft Cell – Tainted Love (2XS Remix) (The Very Best Of Soft Cell) · Watch on YouTube

youtube_video 2NobPuzxXMQ · row 2NobPuzxXMQ

LAION-DISCO-12M

Chips On My Shoulder (Remastered 2008)

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

youtube_video 2_3jQZFG4H8 · row 2_3jQZFG4H8

LAION-DISCO-12M

Paranoid (Demo 1980)

Listed as Soft Cell – Paranoid (Demo 1980) (Keychains & Snowstorms – The Soft Cell Story) · Watch on YouTube

youtube_video 4VvwWMjblgc · row 4VvwWMjblgc

LAION-DISCO-12M

METRO MRX

Listed as Soft Cell – METRO MRX (Mutant Moments EP (40th Anniversay Remastered Edition)) · Watch on YouTube

youtube_video 5appYdgQ97c · row 5appYdgQ97c

LAION-DISCO-12M

Guilty (‘Cos I Say You Are)

Listed as Soft Cell – Guilty (‘Cos I Say You Are) (Northern Lights / Guilty (‘Cos I Say You Are)) · Watch on YouTube

youtube_video 6o3rRsdDxrI · row 6o3rRsdDxrI

LAION-DISCO-12M

Slave To This

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

youtube_video 98bJiellyzM · row 98bJiellyzM

LAION-DISCO-12M

Tainted Love (Re-Recorded / Remastered)

Listed as Soft Cell – Tainted Love (Re-Recorded / Remastered) (80s Prom Night (Re-Recorded / Remastered Versions)) · Watch on YouTube

youtube_video BE94jnUCRzA · row BE94jnUCRzA

LAION-DISCO-12M

Martin (Hallowe’en Mix)

Listed as Soft Cell – Martin (Hallowe’en Mix) (Martin (Hallowe’en Mix)) · Watch on YouTube

youtube_video DoccNv9qHFU · row DoccNv9qHFU

LAION-DISCO-12M

I'm Not a Friend of God

Listed as Soft Cell – I'm Not a Friend of God (Happiness Not Included) · Watch on YouTube

youtube_video Et-X_uynjh0 · row Et-X_uynjh0

LAION-DISCO-12M

What! (Live At The 02 Arena, London / 2018)

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

youtube_video FTPMzZqKeiE · row FTPMzZqKeiE

LAION-DISCO-12M

Together Alone

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

youtube_video Fz8e5TFJ4S4 · row Fz8e5TFJ4S4

LAION-DISCO-12M

Barriers

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

youtube_video IGdchzBqe5E · row IGdchzBqe5E

LAION-DISCO-12M

Bedsitter (Manhattan Clique Remix)

Listed as Soft Cell – Bedsitter (Manhattan Clique Remix) (Heat: The Remixes) · Watch on YouTube

youtube_video IQWgd4ctC6k · row IQWgd4ctC6k

LAION-DISCO-12M

Caligula Syndrome

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

youtube_video KXr0O9Y6Jjo · row KXr0O9Y6Jjo

LAION-DISCO-12M

Chips On My Shoulder (Extended Mix)

Listed as Soft Cell – Chips On My Shoulder (Extended Mix) (Keychains & Snowstorms – The Soft Cell Story) · Watch on YouTube

youtube_video KlUZEXB7oNs · row KlUZEXB7oNs

LAION-DISCO-12M

Say Hello, Wave Goodbye (7" Single Version / Instrumental / Remastered 2023)

Listed as Soft Cell – Say Hello, Wave Goodbye (7" Single Version / Instrumental / Remastered 2023) (Non-Stop Erotic Cabaret (Deluxe Edition)) · Watch on YouTube

youtube_video L0cw5eJxd2Q · row L0cw5eJxd2Q

LAION-DISCO-12M

Persuasion (Remastered 2008)

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

youtube_video Ony-fmEcCek · row Ony-fmEcCek

LAION-DISCO-12M

Frustration (2023 Extended Version)

Listed as Soft Cell – Frustration (2023 Extended Version) (Frustration (2023 Extended Version)) · Watch on YouTube

youtube_video PTo_iSOcqv8 · row PTo_iSOcqv8

LAION-DISCO-12M

All out of Love

Listed as Soft Cell – All out of Love (Cruelty Without Beauty) · Watch on YouTube

youtube_video Q2jjDJRWf2w · row Q2jjDJRWf2w

LAION-DISCO-12M

Where Was Your Heart (When You Needed It Most)

Listed as Soft Cell – Where Was Your Heart (When You Needed It Most) (This Last Night...In Sodom) · Watch on YouTube

youtube_video QJjGkZ1EAFw · row QJjGkZ1EAFw

LAION-DISCO-12M

A Man Could Get Lost

Listed as Soft Cell – A Man Could Get Lost (Non Stop Ecstatic Dancing) · Watch on YouTube

youtube_video SSALaGc9HX0 · row SSALaGc9HX0

LAION-DISCO-12M

Little Rough Rhinestone

Listed as Soft Cell – Little Rough Rhinestone (This Last Night...In Sodom) · Watch on YouTube

youtube_video UUfh-W7dRD0 · row UUfh-W7dRD0

LAION-DISCO-12M

Torch (Manhattan Clique Remix (Edit))

Listed as Soft Cell – Torch (Manhattan Clique Remix (Edit)) (Heat: The Remixes) · Watch on YouTube

youtube_video VCt-HxEebVc · row VCt-HxEebVc

LAION-DISCO-12M

Sex Dwarf (The Grid Remix)

Listed as Soft Cell – Sex Dwarf (The Grid Remix) (Heat: The Remixes) · Watch on YouTube

youtube_video WIWylxlvjVA · row WIWylxlvjVA

LAION-DISCO-12M

Purple Zone (Club Dub)

Listed as Soft Cell, Pet Shop Boys – Purple Zone (Club Dub) (Purple Zone) · Watch on YouTube

youtube_video _TPlPWekre4 · row _TPlPWekre4

LAION-DISCO-12M

Together Alone (Live At The 02 Arena, London / 2018)

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

youtube_video dM2KfXdSfLY · row dM2KfXdSfLY

LAION-DISCO-12M

Chips On My Shoulder (Live)

Listed as Soft Cell – Chips On My Shoulder (Live) (Non Stop Erotic Cabaret ... And Other Stories (Live)) · Watch on YouTube

youtube_video dWLcZBXur80 · row dWLcZBXur80

LAION-DISCO-12M

Tranquiliser

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

youtube_video ed1bsQnJsr4 · row ed1bsQnJsr4

LAION-DISCO-12M

Purple Zone (Club Mix)

Listed as Soft Cell, Pet Shop Boys – Purple Zone (Club Mix) (Purple Zone) · Watch on YouTube

youtube_video gZ08vvJ1cv8 · row gZ08vvJ1cv8

LAION-DISCO-12M

Nostalgia Machine (Manhattan Clique Dub Remix)

Listed as Soft Cell – Nostalgia Machine (Manhattan Clique Dub Remix) (Nostalgia Machine (The Remixes)) · Watch on YouTube

youtube_video ikqUNTgZ9ZM · row ikqUNTgZ9ZM

LAION-DISCO-12M

Tainted Love (Re-Recorded)

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

youtube_video jvTFoI63syA · row jvTFoI63syA

LAION-DISCO-12M

Tainted Love (Daniel Miller Demo)

Listed as Soft Cell – Tainted Love (Daniel Miller Demo) (Keychains & Snowstorms – The Soft Cell Story) · Watch on YouTube

youtube_video l-fpXpwyslY · row l-fpXpwyslY

LAION-DISCO-12M

Entertain Me (2023 Extended Version)

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

youtube_video luM3XY2Tv4w · row luM3XY2Tv4w

LAION-DISCO-12M

FRUSTRATION

Listed as Soft Cell – FRUSTRATION (Mutant Moments EP (40th Anniversay Remastered Edition)) · Watch on YouTube

youtube_video m4KOnKdmmG8 · row m4KOnKdmmG8

LAION-DISCO-12M

Monoculture (Live)

Listed as Soft Cell – Monoculture (Live) (Non Stop Erotic Cabaret ... And Other Stories (Live)) · Watch on YouTube

youtube_video ngqSHUyx82k · row ngqSHUyx82k

LAION-DISCO-12M

Say Hello, Wave Goodbye (Extended Version)

Listed as Soft Cell – Say Hello, Wave Goodbye (Extended Version) (Say Hello, Wave Goodbye E.P.) · Watch on YouTube

youtube_video oDiJFNtUIC0 · row oDiJFNtUIC0

LAION-DISCO-12M

Bedsitter (Erasure Remix)

Listed as Soft Cell – Bedsitter (Erasure Remix) (Keychains & Snowstorms – The Soft Cell Story) · Watch on YouTube

youtube_video oWv_zcXfcnc · row oWv_zcXfcnc

LAION-DISCO-12M

The Best Way To Kill

Listed as Soft Cell – The Best Way To Kill (This Last Night...In Sodom) · Watch on YouTube

youtube_video q8kqgLNhpFo · row q8kqgLNhpFo

LAION-DISCO-12M

Baby Doll

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

youtube_video qPgig28KzVs · row qPgig28KzVs

LAION-DISCO-12M

Nighthawks (feat. CHRISTEENE)

Listed as Soft Cell – Nighthawks (feat. CHRISTEENE) (Happiness Not Included) · Watch on YouTube

youtube_video v5ONqIbubzI · row v5ONqIbubzI

LAION-DISCO-12M

Divided Soul

Listed as Soft Cell – Divided Soul (The Very Best Of Soft Cell) · Watch on YouTube

youtube_video vjXI8GCSP8w · row vjXI8GCSP8w

LAION-DISCO-12M

L'Esqualita

Listed as Soft Cell – L'Esqualita (This Last Night...In Sodom) · Watch on YouTube

youtube_video wYMb8sPJ6mo · row wYMb8sPJ6mo

LAION-DISCO-12M

Facility Girls (12" Single Extended Version)

Listed as Soft Cell – Facility Girls (12" Single Extended Version) (The Twelve Inch Singles) · Watch on YouTube

youtube_video x6wqnmvV4Z8 · row x6wqnmvV4Z8

LAION-DISCO-12M

POTENTIAL

Listed as Soft Cell – POTENTIAL (Mutant Moments EP (40th Anniversay Remastered Edition)) · Watch on YouTube

youtube_video xBPvE90IGB4 · row xBPvE90IGB4

LAION-DISCO-12M

Insecure Me (7" Single Version / Remastered 2023)

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

youtube_video xHq5xT0KYrg · row xHq5xT0KYrg

LAION-DISCO-12M

Say Hello, Wave Goodbye (Instrumental)

Listed as Soft Cell – Say Hello, Wave Goodbye (Instrumental) (Say Hello, Wave Goodbye E.P.) · Watch on YouTube

youtube_video yQFAwqUgteU · row yQFAwqUgteU

LAION-DISCO-12M

Numbers (12" Version)

Listed as Soft Cell – Numbers (12" Version) (The Twelve Inch Singles) · Watch on YouTube

youtube_video zASXX68vqB4 · row zASXX68vqB4

LAION-DISCO-12M

Sex Dwarf (Live On The Old Grey Whistle Test / 4th February 1982)

Listed as Soft Cell – Sex Dwarf (Live On The Old Grey Whistle Test / 4th February 1982) (Keychains & Snowstorms – The Soft Cell Story) · Watch on YouTube

youtube_video zezxlR7y8-M · row zezxlR7y8-M

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.