Yes. Material Issue has 55 songs listed in a dataset used to train AI music models.

Used for training 55

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 Ordinary Girl, Girl From Out Of This World, Destination You

Listed under the artist name 55 songs in LAION-DISCO-12M

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

Ordinary Girl

Listed as Material Issue – Ordinary Girl (Freak City Soundtrack) · Watch on YouTube

youtube_video -yxp-qcujN8 · row -yxp-qcujN8

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Girl From Out Of This World

Listed as Material Issue – Girl From Out Of This World (Destination Universe) · Watch on YouTube

youtube_video 06a0_Qu1Nbw · row 06a0_Qu1Nbw

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Destination You

Listed as Material Issue – Destination You (Destination Universe) · Watch on YouTube

youtube_video 0PpY30m6_XE · row 0PpY30m6_XE

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One Simple Word

Listed as Material Issue – One Simple Word (Freak City Soundtrack) · Watch on YouTube

youtube_video 3iMKzlihKgU · row 3iMKzlihKgU

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So Easy To Love Somebody

Listed as Material Issue - Topic – So Easy To Love Somebody ( ) · Watch on YouTube

youtube_video 6QtwY3-DVsw · row 6QtwY3-DVsw

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Little Willy

Listed as Material Issue – Little Willy (20 Explosive Dynamic Super Smash Hit Explosions!) · Watch on YouTube

youtube_video 7DryvCZ05LY · row 7DryvCZ05LY

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Ballad Of A Lonely Man

Listed as Material Issue – Ballad Of A Lonely Man (Destination Universe) · Watch on YouTube

youtube_video 7oF9LcwbaIo · row 7oF9LcwbaIo

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If Ever You Should Fall

Listed as Material Issue – If Ever You Should Fall (Destination Universe) · Watch on YouTube

youtube_video 9mc7cc7fPu0 · row 9mc7cc7fPu0

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What Girls Want (Head Wound Mix)

Listed as Material Issue – What Girls Want (Head Wound Mix) (What Girls Want) · Watch on YouTube

youtube_video A6MT22If6Wo · row A6MT22If6Wo

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The Loneliest Heart

Listed as Material Issue – The Loneliest Heart (Destination Universe) · Watch on YouTube

youtube_video AY9TzOPaL2g · row AY9TzOPaL2g

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The Girl With The Saddest Eyes

Listed as Material Issue – The Girl With The Saddest Eyes (International Pop Overthrow 20th Anniversary Edition) · Watch on YouTube

youtube_video AZiU3oyjj1s · row AZiU3oyjj1s

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Li'l Christine

Listed as Material Issue – Li'l Christine (International Pop Overthrow) · Watch on YouTube

youtube_video Aqi4N5xenno · row Aqi4N5xenno

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This Letter

Listed as Material Issue – This Letter (International Pop Overthrow) · Watch on YouTube

youtube_video ChxttdebB9A · row ChxttdebB9A

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Valerie Loves Me

Listed as Material Issue – Valerie Loves Me (International Pop Overthrow) · Watch on YouTube

youtube_video Ebe6-tLCxp4 · row Ebe6-tLCxp4

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This Far Before

Listed as Material Issue – This Far Before (International Pop Overthrow) · Watch on YouTube

youtube_video EsWH--1V0xE · row EsWH--1V0xE

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Who Needs Love

Listed as Material Issue – Who Needs Love (Destination Universe) · Watch on YouTube

youtube_video FKdaFS0QTiQ · row FKdaFS0QTiQ

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Valerie Loves Me (Live In Chicago/1994)

Listed as Material Issue - Topic – Valerie Loves Me (Live In Chicago/1994) ( ) · Watch on YouTube

youtube_video Ix_mX0_1aKM · row Ix_mX0_1aKM

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Goin' Through Your Purse ` (Live In Chicago/1994)

Listed as Material Issue - Topic – Goin' Through Your Purse ` (Live In Chicago/1994) ( ) · Watch on YouTube

youtube_video JiyOB2SiSZI · row JiyOB2SiSZI

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Out Right Now

Listed as Material Issue – Out Right Now (International Pop Overthrow) · Watch on YouTube

youtube_video KfjakAo4BZ4 · row KfjakAo4BZ4

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Ballroom Blitz (Live In Chicago/1994)

Listed as Material Issue – Ballroom Blitz (Live In Chicago/1994) (Goin' Through Your Purse: Live In Chicago (2400 Trouble Makers Can't Be Wrong)) · Watch on YouTube

youtube_video Ncr7TGgByNE · row Ncr7TGgByNE

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Renee Remains The Same

Listed as Material Issue – Renee Remains The Same (International Pop Overthrow) · Watch on YouTube

youtube_video QhmmmgyYPJE · row QhmmmgyYPJE

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Goin' Through Your Purse

Listed as Material Issue – Goin' Through Your Purse (Freak City Soundtrack) · Watch on YouTube

youtube_video QyMNw5GGuT4 · row QyMNw5GGuT4

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Next Big Thing (Acoustic Version)

Listed as Material Issue - Topic – Next Big Thing (Acoustic Version) ( ) · Watch on YouTube

youtube_video RDNxv0SuHx8 · row RDNxv0SuHx8

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Who Needs Love (Acoustic)

Listed as Material Issue – Who Needs Love (Acoustic) (When I Get This Way (Over You)) · Watch on YouTube

youtube_video RJtprm1jSUU · row RJtprm1jSUU

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Sixteen Tambourines

Listed as Material Issue – Sixteen Tambourines (International Pop Overthrow 20th Anniversary Edition) · Watch on YouTube

youtube_video SF9XFF-w3p8 · row SF9XFF-w3p8

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Chance Of A Lifetime

Listed as Material Issue – Chance Of A Lifetime (International Pop Overthrow) · Watch on YouTube

youtube_video TeQqdiQDJ-A · row TeQqdiQDJ-A

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Cowboy

Listed as Material Issue - Topic – Cowboy ( ) · Watch on YouTube

youtube_video W1BGgLU84fA · row W1BGgLU84fA

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Help Me Land

Listed as Material Issue – Help Me Land (Freak City Soundtrack) · Watch on YouTube

youtube_video WiSFyZAj8YE · row WiSFyZAj8YE

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Kim The Waitress (Live In Chicago/1994)

Listed as Material Issue – Kim The Waitress (Live In Chicago/1994) (Goin' Through Your Purse: Live In Chicago (2400 Trouble Makers Can't Be Wrong)) · Watch on YouTube

youtube_video YtdFRzVxwLI · row YtdFRzVxwLI

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Everything

Listed as Material Issue – Everything (Destination Universe) · Watch on YouTube

youtube_video ZP3NzW2GEtM · row ZP3NzW2GEtM

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Funny Feeling

Listed as Material Issue - Topic – Funny Feeling ( ) · Watch on YouTube

youtube_video _8q4GMK6qzM · row _8q4GMK6qzM

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Blockbuster

Listed as Material Issue – Blockbuster (International Pop Overthrow 20th Anniversary Edition) · Watch on YouTube

youtube_video __R9bMpkPaI · row __R9bMpkPaI

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Don't You Think I Know

Listed as Material Issue – Don't You Think I Know (Destination Universe) · Watch on YouTube

youtube_video cX0UHgL5hAU · row cX0UHgL5hAU

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International Pop Overthrow

Listed as Material Issue – International Pop Overthrow (International Pop Overthrow) · Watch on YouTube

youtube_video d40CiQFZqPk · row d40CiQFZqPk

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There Was A Few

Listed as Material Issue – There Was A Few (International Pop Overthrow) · Watch on YouTube

youtube_video dLVM4v1POjo · row dLVM4v1POjo

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A Very Good Thing

Listed as Material Issue – A Very Good Thing (Freak City Soundtrack) · Watch on YouTube

youtube_video eUBfWBM21YM · row eUBfWBM21YM

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Next Big Thing

Listed as Material Issue – Next Big Thing (Destination Universe) · Watch on YouTube

youtube_video f0kMLvGr9jE · row f0kMLvGr9jE

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What Girls Want

Listed as Material Issue – What Girls Want (Destination Universe) · Watch on YouTube

youtube_video hqJzAeTb12Y · row hqJzAeTb12Y

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She's Goin' Thru My Head

Listed as Material Issue - Topic – She's Goin' Thru My Head ( ) · Watch on YouTube

youtube_video leNJcnEaxys · row leNJcnEaxys

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Crazy

Listed as Material Issue – Crazy (International Pop Overthrow) · Watch on YouTube

youtube_video mNc3d0ZZRLE · row mNc3d0ZZRLE

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The Fan

Listed as Material Issue – The Fan (Freak City Soundtrack) · Watch on YouTube

youtube_video m_t8jM631oc · row m_t8jM631oc

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The Boxer (Live)

Listed as Material Issue – The Boxer (Live) (International Pop Overthrow 20th Anniversary Edition) · Watch on YouTube

youtube_video nEWgyFhc5Nk · row nEWgyFhc5Nk

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Trouble

Listed as Material Issue – Trouble (International Pop Overthrow) · Watch on YouTube

youtube_video sVTNsgaEkxM · row sVTNsgaEkxM

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When I Get This Way (Over You)

Listed as Material Issue – When I Get This Way (Over You) (Destination Universe) · Watch on YouTube

youtube_video slLp_WpbzDk · row slLp_WpbzDk

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A Very Good Idea

Listed as Material Issue - Topic – A Very Good Idea ( ) · Watch on YouTube

youtube_video tDECdDaAgKY · row tDECdDaAgKY

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Kim The Waitress

Listed as Material Issue – Kim The Waitress (Freak City Soundtrack) · Watch on YouTube

youtube_video twHhJ_hQkKw · row twHhJ_hQkKw

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Very First Lie

Listed as Material Issue – Very First Lie (International Pop Overthrow) · Watch on YouTube

youtube_video wnddOSPrDCI · row wnddOSPrDCI

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Diane

Listed as Material Issue – Diane (International Pop Overthrow) · Watch on YouTube

youtube_video wthC04J8taw · row wthC04J8taw

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I Could Use You

Listed as Material Issue - Topic – I Could Use You ( ) · Watch on YouTube

youtube_video xOSncQ9mfyw · row xOSncQ9mfyw

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Eko Beach

Listed as Material Issue – Eko Beach (Freak City Soundtrack) · Watch on YouTube

youtube_video yDhdGmxMTMk · row yDhdGmxMTMk

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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.