Yes. Holly Johnson has 138 songs listed in a dataset used to train AI music models.

Used for training 138

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 In And Out Of Love (Phil Harding & PJS Remix), Dancing With No Fear (JRMX Club Mix), Disco Heaven (Live)

Listed under the artist name 138 songs in LAION-DISCO-12M

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

In And Out Of Love (Phil Harding & PJS Remix)

Listed as Holly Johnson – In And Out Of Love (Phil Harding & PJS Remix) (In And Out Of Love (Remixes)) · Watch on YouTube

youtube_video -Nd_FJOi-Go · row -Nd_FJOi-Go

LAION-DISCO-12M

Dancing With No Fear (JRMX Club Mix)

Listed as Holly Johnson – Dancing With No Fear (JRMX Club Mix) (Dancing With No Fear. Remixed.) · Watch on YouTube

youtube_video 5EQFNHqaGRY · row 5EQFNHqaGRY

LAION-DISCO-12M

Disco Heaven (Live)

Listed as Holly Johnson – Disco Heaven (Live) (Unleashed From The Pleasuredome (Live at KOKO)) · Watch on YouTube

youtube_video 8G4MtatAJUI · row 8G4MtatAJUI

LAION-DISCO-12M

All U Need Is Love

Listed as Holly Johnson – All U Need Is Love (Soulstream) · Watch on YouTube

youtube_video 9TFG-eWsA0U · row 9TFG-eWsA0U

LAION-DISCO-12M

Dancing With No Fear (Dimitri From Paris Mastermix)

Listed as Holly Johnson – Dancing With No Fear (Dimitri From Paris Mastermix) (Dancing With No Fear. Remixed.) · Watch on YouTube

youtube_video 9XdFc9bZn88 · row 9XdFc9bZn88

LAION-DISCO-12M

Beat The System

Listed as Holly Johnson – Beat The System (Blast (2010 Expanded Edition)) · Watch on YouTube

youtube_video Azgfb7HDJyg · row Azgfb7HDJyg

LAION-DISCO-12M

HALLELUJAH!

Listed as Holly Johnson – HALLELUJAH! (Soulstream) · Watch on YouTube

youtube_video BkzaPrBtVxA · row BkzaPrBtVxA

LAION-DISCO-12M

Intro (Spoken Word)

Listed as Holly Johnson – Intro (Spoken Word) (Europa (Track By Track)) · Watch on YouTube

youtube_video DBUSJLY4kyE · row DBUSJLY4kyE

LAION-DISCO-12M

The People Want To Dance (Apollo 440 12" Mix)

Listed as Holly Johnson – The People Want To Dance (Apollo 440 12" Mix) (Dreams That Money Can't Buy (Bonus Tracks Edition)) · Watch on YouTube

youtube_video DFu1OMnjQ6Y · row DFu1OMnjQ6Y

LAION-DISCO-12M

The People Want To Dance (Rave Hard! Mix)

Listed as Holly Johnson – The People Want To Dance (Rave Hard! Mix) (Dreams That Money Can't Buy (Bonus Tracks Edition)) · Watch on YouTube

youtube_video EEFSxUwwnu8 · row EEFSxUwwnu8

LAION-DISCO-12M

Follow Your Heart (Spoken Word)

Listed as Holly Johnson – Follow Your Heart (Spoken Word) (Europa (Track By Track)) · Watch on YouTube

youtube_video F30JD1WL8F0 · row F30JD1WL8F0

LAION-DISCO-12M

Don’t Give Up

Listed as Holly Johnson – Don’t Give Up (Soulstream) · Watch on YouTube

youtube_video FlueVQYVKAI · row FlueVQYVKAI

LAION-DISCO-12M

Dancing With No Fear (Live)

Listed as Holly Johnson – Dancing With No Fear (Live) (Unleashed From The Pleasuredome (Live at KOKO)) · Watch on YouTube

youtube_video GZgGzxh_urY · row GZgGzxh_urY

LAION-DISCO-12M

Follow Your Heart

Listed as Holly Johnson – Follow Your Heart (Europa (Track By Track)) · Watch on YouTube

youtube_video GZokFDNqid0 · row GZokFDNqid0

LAION-DISCO-12M

Lonesome Town

Listed as Holly Johnson – Lonesome Town (Europa (Track By Track)) · Watch on YouTube

youtube_video HJ41KsPqfRA · row HJ41KsPqfRA

LAION-DISCO-12M

Atomic City (Live)

Listed as Holly Johnson – Atomic City (Live) (Unleashed From The Pleasuredome (Live at KOKO)) · Watch on YouTube

youtube_video KYffRpZbkdM · row KYffRpZbkdM

LAION-DISCO-12M

Warriors Of The Wasteland (Live)

Listed as Holly Johnson – Warriors Of The Wasteland (Live) (Unleashed From The Pleasuredome (Live at KOKO)) · Watch on YouTube

youtube_video KnUdzhXI-a0 · row KnUdzhXI-a0

LAION-DISCO-12M

Dancing With No Fear (Orchestrated Interlude - arranged by Stu Kennedy)

Listed as Holly Johnson – Dancing With No Fear (Orchestrated Interlude - arranged by Stu Kennedy) (Dancing With No Fear. Orchestrated.) · Watch on YouTube

youtube_video Ltov3CcWStQ · row Ltov3CcWStQ

LAION-DISCO-12M

Americanos (Live)

Listed as Holly Johnson – Americanos (Live) (Unleashed From The Pleasuredome (Live at KOKO)) · Watch on YouTube

youtube_video MAUrzGf9vug · row MAUrzGf9vug

LAION-DISCO-12M

Legendary Children

Listed as Holly Johnson – Legendary Children (Soulstream) · Watch on YouTube

youtube_video NjPx3lRBtKo · row NjPx3lRBtKo

LAION-DISCO-12M

Where Has Love Gone? (GTO Mix)

Listed as Holly Johnson – Where Has Love Gone? (GTO Mix) (Dreams That Money Can't Buy (Bonus Tracks Edition)) · Watch on YouTube

youtube_video PK57ePEQ7Fo · row PK57ePEQ7Fo

LAION-DISCO-12M

Perfume (Aromatherapy Instrumental Mix)

Listed as Holly Johnson – Perfume (Aromatherapy Instrumental Mix) (Blast (2010 Expanded Edition)) · Watch on YouTube

youtube_video SLri6GEu8W4 · row SLri6GEu8W4

LAION-DISCO-12M

Dancing With No Fear (Orchestrated Radio Edit)

Listed as Holly Johnson – Dancing With No Fear (Orchestrated Radio Edit) (Dancing With No Fear. Orchestrated.) · Watch on YouTube

youtube_video Vf0-TQg97x4 · row Vf0-TQg97x4

LAION-DISCO-12M

In And Out Of Love (Douze Remix)

Listed as Holly Johnson – In And Out Of Love (Douze Remix) (In And Out Of Love (Remixes)) · Watch on YouTube

youtube_video W647TfemQ3Q · row W647TfemQ3Q

LAION-DISCO-12M

Hollelujah

Listed as Holly Johnson – Hollelujah (Blast (2010 Expanded Edition)) · Watch on YouTube

youtube_video _850taveDGI · row _850taveDGI

LAION-DISCO-12M

You're In My Dreams Tonight

Listed as Holly Johnson – You're In My Dreams Tonight (Europa (Track By Track)) · Watch on YouTube

youtube_video bdNOH8IEYn0 · row bdNOH8IEYn0

LAION-DISCO-12M

In And Out Of Love (Spoken Word)

Listed as Holly Johnson – In And Out Of Love (Spoken Word) (Europa (Track By Track)) · Watch on YouTube

youtube_video dG0eo4r7rSI · row dG0eo4r7rSI

LAION-DISCO-12M

Dancing With No Fear (Dimitri From Paris Dubbing With No Fear)

Listed as Holly Johnson – Dancing With No Fear (Dimitri From Paris Dubbing With No Fear) (Dancing With No Fear. Remixed.) · Watch on YouTube

youtube_video eZ-86OdWiSs · row eZ-86OdWiSs

LAION-DISCO-12M

Americanos (Magimix Dub)

Listed as Holly Johnson – Americanos (Magimix Dub) (Dreams That Money Can't Buy (Bonus Tracks Edition)) · Watch on YouTube

youtube_video egdb4EgBp2k · row egdb4EgBp2k

LAION-DISCO-12M

Urban Jungle / In The House Of The Rising Sun

Listed as Holly Johnson – Urban Jungle / In The House Of The Rising Sun (Soulstream) · Watch on YouTube

youtube_video emjCxbThVDg · row emjCxbThVDg

LAION-DISCO-12M

Heaven's Eyes (JRMX Club Mix)

Listed as Holly Johnson – Heaven's Eyes (JRMX Club Mix) (Heaven's Eyes) · Watch on YouTube

youtube_video fgFwg_-rrsM · row fgFwg_-rrsM

LAION-DISCO-12M

Heaven's Eyes (E.N.V Remix)

Listed as Holly Johnson – Heaven's Eyes (E.N.V Remix) (Heaven's Eyes) · Watch on YouTube

youtube_video g-IxU336wQc · row g-IxU336wQc

LAION-DISCO-12M

Watching The Wildlife (Live)

Listed as Holly Johnson – Watching The Wildlife (Live) (Unleashed From The Pleasuredome (Live at KOKO)) · Watch on YouTube

youtube_video g9jSeWgkFGE · row g9jSeWgkFGE

LAION-DISCO-12M

Follow Your Heart (Frankie Knuckles & Eric Kupper Director's Cut Signature Mix Instrumental)

Listed as Holly Johnson – Follow Your Heart (Frankie Knuckles & Eric Kupper Director's Cut Signature Mix Instrumental) (Follow Your Heart (Remixes)) · Watch on YouTube

youtube_video gIZFs5IBmfo · row gIZFs5IBmfo

LAION-DISCO-12M

Perfume (Aromatherapy Mix)

Listed as Holly Johnson – Perfume (Aromatherapy Mix) (Hollelujah) · Watch on YouTube

youtube_video ggE9XtZHMXU · row ggE9XtZHMXU

LAION-DISCO-12M

Dancing With No Fear (Funky Derrick Radio Edit)

Listed as Holly Johnson – Dancing With No Fear (Funky Derrick Radio Edit) (Dancing With No Fear. Remixed.) · Watch on YouTube

youtube_video h1Ho79cbxQw · row h1Ho79cbxQw

LAION-DISCO-12M

Follow Your Heart (Frankie Knuckles & Eric Kupper Director's Cut Signature Mix Radio Edit)

Listed as Holly Johnson – Follow Your Heart (Frankie Knuckles & Eric Kupper Director's Cut Signature Mix Radio Edit) (Follow Your Heart) · Watch on YouTube

youtube_video hO5oM8oH5oE · row hO5oM8oH5oE

LAION-DISCO-12M

Hope

Listed as Holly Johnson – Hope (Soulstream) · Watch on YouTube

youtube_video iAclfvfYRr8 · row iAclfvfYRr8

LAION-DISCO-12M

So Much It Hurts (Live)

Listed as Holly Johnson – So Much It Hurts (Live) (Unleashed From The Pleasuredome (Live at KOKO)) · Watch on YouTube

youtube_video iEpmAmN7Pb0 · row iEpmAmN7Pb0

LAION-DISCO-12M

Dancing With No Fear (Propaganda Dub Mix)

Listed as Holly Johnson – Dancing With No Fear (Propaganda Dub Mix) (Dancing With No Fear. Orchestrated.) · Watch on YouTube

youtube_video iHF_WNd6ovY · row iHF_WNd6ovY

LAION-DISCO-12M

Natural

Listed as Holly Johnson – Natural (Dreams That Money Can't Buy (Bonus Tracks Edition)) · Watch on YouTube

youtube_video lq8I_Ju3A34 · row lq8I_Ju3A34

LAION-DISCO-12M

Follow Your Heart (Live)

Listed as Holly Johnson – Follow Your Heart (Live) (Unleashed From The Pleasuredome (Live at KOKO)) · Watch on YouTube

youtube_video mjiL-nJ089A · row mjiL-nJ089A

LAION-DISCO-12M

The Best Invention

Listed as Holly Johnson – The Best Invention (Soulstream) · Watch on YouTube

youtube_video pwMqrR1Gkko · row pwMqrR1Gkko

LAION-DISCO-12M

Love Train (Live)

Listed as Holly Johnson – Love Train (Live) (Unleashed From The Pleasuredome (Live at KOKO)) · Watch on YouTube

youtube_video qj2ypvqyFVo · row qj2ypvqyFVo

LAION-DISCO-12M

The People Want To Dance (12" Dub Mix)

Listed as Holly Johnson – The People Want To Dance (12" Dub Mix) (Dreams That Money Can't Buy (Bonus Tracks Edition)) · Watch on YouTube

youtube_video tx-YEOTUOg0 · row tx-YEOTUOg0

LAION-DISCO-12M

Follow Your Heart (Hard Ton Remix)

Listed as Holly Johnson – Follow Your Heart (Hard Ton Remix) (Follow Your Heart (Remixes)) · Watch on YouTube

youtube_video tysHj3gowxI · row tysHj3gowxI

LAION-DISCO-12M

Glorious

Listed as Holly Johnson – Glorious (Europa (Track By Track)) · Watch on YouTube

youtube_video uxPgwLOR-sk · row uxPgwLOR-sk

LAION-DISCO-12M

The Sun Will Shine Again

Listed as Holly Johnson – The Sun Will Shine Again (Europa (Track By Track)) · Watch on YouTube

youtube_video vnRgidGsYF0 · row vnRgidGsYF0

LAION-DISCO-12M

Rage Hard (Live)

Listed as Holly Johnson – Rage Hard (Live) (Unleashed From The Pleasuredome (Live at KOKO)) · Watch on YouTube

youtube_video yONBF00gHZc · row yONBF00gHZc

LAION-DISCO-12M

In And Out Of Love (Hans Nieswandt Remix)

Listed as Holly Johnson – In And Out Of Love (Hans Nieswandt Remix) (In And Out Of Love (Remixes)) · Watch on YouTube

youtube_video zg6A44V0Sak · row zg6A44V0Sak

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.