Yes. Sparks has 155 songs listed in a dataset used to train AI music models.

Used for training 155

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 Rockin' Girls, Veronica Lake, Forest Intro - Aria (The Forest)

Listed under the artist name 155 songs in LAION-DISCO-12M

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

Rockin' Girls

Listed as Sparks – Rockin' Girls (In Outer Space (Remastered Bonus Track Version)) · Watch on YouTube

youtube_video -LIPm2KyGdA · row -LIPm2KyGdA

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Veronica Lake

Listed as Sparks – Veronica Lake (The Girl Is Crying In Her Latte) · Watch on YouTube

youtube_video 0MY1hHgsKSs · row 0MY1hHgsKSs

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Forest Intro - Aria (The Forest)

Listed as Sparks, Marion Cotillard, Catherine Trottmann – Forest Intro - Aria (The Forest) (Annette (Unlimited Edition) (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video 1avGgKLeaS4 · row 1avGgKLeaS4

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Blow

Listed as Oschino, Sparks, Young Chris, Twista – Blow (State Property Presents The Chain Gang Vol II) · Watch on YouTube

youtube_video 23kg4CXURiw · row 23kg4CXURiw

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Without Using Hands

Listed as Sparks – Without Using Hands (Indiscreet) · Watch on YouTube

youtube_video 6Ra09lY6Ln0 · row 6Ra09lY6Ln0

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Lighten Up, Morrissey

Listed as Sparks – Lighten Up, Morrissey (Exotic Creatures of the Deep (Deluxe Edition)) · Watch on YouTube

youtube_video 93noo0MJ7NI · row 93noo0MJ7NI

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Sherlock Holmes

Listed as Sparks – Sherlock Holmes (Angst in My Pants (Remastered Bonus Track Version)) · Watch on YouTube

youtube_video 9qkg30AJpj8 · row 9qkg30AJpj8

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Hippopotamus

Listed as Sparks – Hippopotamus (Hippopotamus) · Watch on YouTube

youtube_video C3JTk4I9QmA · row C3JTk4I9QmA

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I Wish You Were Fun

Listed as Sparks – I Wish You Were Fun (Hippopotamus) · Watch on YouTube

youtube_video D3e60yU3gbo · row D3e60yU3gbo

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You Were Meant For Me

Listed as Sparks – You Were Meant For Me (The Girl Is Crying In Her Latte) · Watch on YouTube

youtube_video ExjMXHx4FYI · row ExjMXHx4FYI

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The Decline and Fall of Me

Listed as Sparks – The Decline and Fall of Me (Angst in My Pants (Remastered Bonus Track Version)) · Watch on YouTube

youtube_video H_hxR33RIac · row H_hxR33RIac

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My Other Voice

Listed as Sparks – My Other Voice (No. 1 In Heaven (40th Anniversary Edition)) · Watch on YouTube

youtube_video I3WV7UGGWtc · row I3WV7UGGWtc

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Thanks But No Thanks

Listed as Sparks – Thanks But No Thanks (Propaganda (Digitally Remastered)) · Watch on YouTube

youtube_video IGD8rd5LjHY · row IGD8rd5LjHY

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Missionary Position

Listed as Sparks – Missionary Position (Hippopotamus) · Watch on YouTube

youtube_video Iwfj1NEj6vQ · row Iwfj1NEj6vQ

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Cool Places

Listed as Sparks – Cool Places (In Outer Space (Remastered Bonus Track Version)) · Watch on YouTube

youtube_video JwTqXkh5xys · row JwTqXkh5xys

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Get In The Swing

Listed as Sparks – Get In The Swing (Indiscreet) · Watch on YouTube

youtube_video Lo1VYFAijjY · row Lo1VYFAijjY

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How Do I Get to Carnegie Hall?

Listed as Sparks – How Do I Get to Carnegie Hall? (Lil' Beethoven (Deluxe Edition)) · Watch on YouTube

youtube_video MJoqIA9mVp4 · row MJoqIA9mVp4

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B.C.

Listed as Sparks – B.C. (Propaganda (Digitally Remastered)) · Watch on YouTube

youtube_video NHBJYjseaSw · row NHBJYjseaSw

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This Town Aint Big Enough for Both of Us (feat. Faith No More)

Listed as Sparks – This Town Aint Big Enough for Both of Us (feat. Faith No More) (Plagiarism) · Watch on YouTube

youtube_video NpSQhs3BFis · row NpSQhs3BFis

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What The Hell Is It This Time?

Listed as Sparks – What The Hell Is It This Time? (Hippopotamus) · Watch on YouTube

youtube_video OfrJnj0d2Ow · row OfrJnj0d2Ow

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Bon Voyage

Listed as Sparks – Bon Voyage (Propaganda (Digitally Remastered)) · Watch on YouTube

youtube_video PX03l6REB5Q · row PX03l6REB5Q

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Dick Around

Listed as Sparks – Dick Around (Hello Young Lovers (Deluxe Edition)) · Watch on YouTube

youtube_video QTRss103LA8 · row QTRss103LA8

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Escalator

Listed as Sparks – Escalator (The Girl Is Crying In Her Latte) · Watch on YouTube

youtube_video TnxCz8TY2Lw · row TnxCz8TY2Lw

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Moustache

Listed as Sparks – Moustache (Angst in My Pants (Remastered Bonus Track Version)) · Watch on YouTube

youtube_video ULobUL4pgfY · row ULobUL4pgfY

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In My Family

Listed as Sparks – In My Family (Kimono My House) · Watch on YouTube

youtube_video UymqKMn9tlo · row UymqKMn9tlo

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Equator

Listed as Sparks – Equator (Kimono My House) · Watch on YouTube

youtube_video VC9GI5RvRDs · row VC9GI5RvRDs

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Barbecutie

Listed as Sparks – Barbecutie (Kimono My House) · Watch on YouTube

youtube_video W9loFpbEVxo · row W9loFpbEVxo

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Lost And Found

Listed as Sparks – Lost And Found (Kimono My House) · Watch on YouTube

youtube_video Y5hHerBec48 · row Y5hHerBec48

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Minnie Mouse

Listed as Sparks – Minnie Mouse (Splashdance) · Watch on YouTube

youtube_video _q8SHlyaedY · row _q8SHlyaedY

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The Mona Lisa's Packing, Leaving Late Tonight

Listed as Sparks – The Mona Lisa's Packing, Leaving Late Tonight (The Girl Is Crying In Her Latte) · Watch on YouTube

youtube_video dB7I79OqkKg · row dB7I79OqkKg

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Wonder Girl

Listed as Sparks – Wonder Girl (Sparks) · Watch on YouTube

youtube_video dYrzeKd7cRw · row dYrzeKd7cRw

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It Doesn’t Have To Be That Way

Listed as Sparks – It Doesn’t Have To Be That Way (The Girl Is Crying In Her Latte) · Watch on YouTube

youtube_video dwGbstYxmQ8 · row dwGbstYxmQ8

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All You Ever Think About Is Sex

Listed as Sparks – All You Ever Think About Is Sex (In Outer Space (Remastered Bonus Track Version)) · Watch on YouTube

youtube_video gxpY1qHjPl4 · row gxpY1qHjPl4

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So Important

Listed as Sparks – So Important (Interior Design) · Watch on YouTube

youtube_video hFKsHkKDszk · row hFKsHkKDszk

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Stepping Back in Time

Listed as Sparks, Adam Driver, Marion Cotillard, Catherine Trottmann – Stepping Back in Time (Annette (Unlimited Edition) (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video hxNhlNbgNBo · row hxNhlNbgNBo

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Complaints

Listed as Sparks – Complaints (Kimono My House) · Watch on YouTube

youtube_video iofQGkUfASg · row iofQGkUfASg

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Mickey Mouse

Listed as Sparks – Mickey Mouse (Angst in My Pants (Remastered Bonus Track Version)) · Watch on YouTube

youtube_video itcB87NqLcw · row itcB87NqLcw

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Happy Hunting Ground

Listed as Sparks – Happy Hunting Ground (Indiscreet) · Watch on YouTube

youtube_video jhf6MFsr0tY · row jhf6MFsr0tY

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With All My Might

Listed as Sparks – With All My Might (Pulling Rabbits out of a Hat (Remastered Bonus Track Version)) · Watch on YouTube

youtube_video joaD3c4TXlo · row joaD3c4TXlo

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The Rhythm Thief

Listed as Sparks – The Rhythm Thief (Lil' Beethoven (Deluxe Edition)) · Watch on YouTube

youtube_video kqCm-gxkLkQ · row kqCm-gxkLkQ

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Hospitality On Parade

Listed as Sparks – Hospitality On Parade (Indiscreet) · Watch on YouTube

youtube_video mTdc8mb5XUk · row mTdc8mb5XUk

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Big Boy

Listed as Sparks – Big Boy (Big Beat) · Watch on YouTube

youtube_video ojVPOEYR6Mo · row ojVPOEYR6Mo

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Your Fandango

Listed as TODD RUNDGREN, Sparks – Your Fandango (Space Force) · Watch on YouTube

youtube_video rdQPEOr5GN4 · row rdQPEOr5GN4

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Academy Award Performance

Listed as Sparks – Academy Award Performance (No. 1 In Heaven (40th Anniversary Edition)) · Watch on YouTube

youtube_video svo4HSwDYos · row svo4HSwDYos

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Suburban Homeboy

Listed as Sparks – Suburban Homeboy (Lil' Beethoven (Deluxe Edition)) · Watch on YouTube

youtube_video uaWOgdgrwIs · row uaWOgdgrwIs

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Girl from Germany

Listed as Sparks – Girl from Germany (A Woofer In Tweeter's Clothing) · Watch on YouTube

youtube_video vgXYs1W5C1I · row vgXYs1W5C1I

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The Calm Before the Storm

Listed as Sparks – The Calm Before the Storm (Balls (Deluxe Edition)) · Watch on YouTube

youtube_video wDh8Av0IRj8 · row wDh8Av0IRj8

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Don't Leave Me Alone With Her

Listed as Sparks – Don't Leave Me Alone With Her (Propaganda (Digitally Remastered)) · Watch on YouTube

youtube_video xRe73-iEoM8 · row xRe73-iEoM8

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Tips for Teens

Listed as Sparks – Tips for Teens (Whomp That Sucker) · Watch on YouTube

youtube_video z5DrErTEF0s · row z5DrErTEF0s

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Not That Well-Defined

Listed as Sparks – Not That Well-Defined (The Girl Is Crying In Her Latte) · Watch on YouTube

youtube_video zi2RB3MyTr4 · row zi2RB3MyTr4

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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.