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 We Love Each Other So Much (From "Annette"), iPhone, Amateur Hour

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.

We Love Each Other So Much (From "Annette")

Listed as Sparks, Adam Driver, Marion Cotillard – We Love Each Other So Much (From "Annette") (We Love Each Other so Much (From "Annette")) · Watch on YouTube

youtube_video 2SmhnZ2_264 · row 2SmhnZ2_264

LAION-DISCO-12M

iPhone

Listed as Sparks – iPhone (A Steady Drip, Drip, Drip) · Watch on YouTube

youtube_video 2VDyJfcs3Bo · row 2VDyJfcs3Bo

LAION-DISCO-12M

Amateur Hour

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

youtube_video 3YBmS5oaNwU · row 3YBmS5oaNwU

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Here In Heaven

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

youtube_video 4Op1tcnSjX4 · row 4Op1tcnSjX4

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Sports

Listed as Sparks – Sports (Shortcuts - The 7" Mixes 1979 - 1984) · Watch on YouTube

youtube_video 4UT0oYn2z8I · row 4UT0oYn2z8I

LAION-DISCO-12M

Never Turn Your Back On Mother Earth

Listed as Sparks – Never Turn Your Back On Mother Earth (Propaganda (Digitally Remastered)) · Watch on YouTube

youtube_video 4esybKKOYYo · row 4esybKKOYYo

LAION-DISCO-12M

Eaten by the Monster of Love

Listed as Sparks – Eaten by the Monster of Love (Angst in My Pants (Remastered Bonus Track Version)) · Watch on YouTube

youtube_video 4oX7_9zpcck · row 4oX7_9zpcck

LAION-DISCO-12M

At Home At Work At Play

Listed as Sparks – At Home At Work At Play (Propaganda (Digitally Remastered)) · Watch on YouTube

youtube_video 6jYTb1NVydw · row 6jYTb1NVydw

LAION-DISCO-12M

Temporary Relief

Listed as Peedi Crakk, Sparks – Temporary Relief (State Property Presents The Chain Gang Vol II) · Watch on YouTube

youtube_video 9Kd4ThMBTwU · row 9Kd4ThMBTwU

LAION-DISCO-12M

The Number One Song in Heaven (Single Version)

Listed as Sparks – The Number One Song in Heaven (Single Version) (No. 1 In Heaven (40th Anniversary Edition)) · Watch on YouTube

youtube_video 9cHDuwLL__Q · row 9cHDuwLL__Q

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Reinforcements

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

youtube_video AVD5oJDuXTA · row AVD5oJDuXTA

LAION-DISCO-12M

Singing in the Shower

Listed as Les Rita Mitsouko, Sparks – Singing in the Shower (Marc & Robert) · Watch on YouTube

youtube_video B2-I4cI4e3A · row B2-I4cI4e3A

LAION-DISCO-12M

This Town Ain't Big Enough For Both Of Us

Listed as Sparks – This Town Ain't Big Enough For Both Of Us (Kimono My House) · Watch on YouTube

youtube_video BI9gOtRMogY · row BI9gOtRMogY

LAION-DISCO-12M

Want Me Back

Listed as Oschino, Sparks, Young Chris, Freeway – Want Me Back (State Property Presents The Chain Gang Vol II) · Watch on YouTube

youtube_video BYpqim6EA84 · row BYpqim6EA84

LAION-DISCO-12M

Lawnmower

Listed as Sparks – Lawnmower (A Steady Drip, Drip, Drip) · Watch on YouTube

youtube_video CEzEZRY8RPs · row CEzEZRY8RPs

LAION-DISCO-12M

The Girl Is Crying In Her Latte

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

youtube_video CKltJHSIVb4 · row CKltJHSIVb4

LAION-DISCO-12M

Funny Face

Listed as Sparks – Funny Face (Whomp That Sucker) · Watch on YouTube

youtube_video F2y-hyj1imY · row F2y-hyj1imY

LAION-DISCO-12M

Talent Is An Asset

Listed as Sparks – Talent Is An Asset (Kimono My House) · Watch on YouTube

youtube_video FzaKJC_4fC0 · row FzaKJC_4fC0

LAION-DISCO-12M

Edith Piaf (Said It Better Than Me)

Listed as Sparks – Edith Piaf (Said It Better Than Me) (Hippopotamus) · Watch on YouTube

youtube_video HzCe0wMIh98 · row HzCe0wMIh98

LAION-DISCO-12M

Beat the Clock (Extended Version)

Listed as Sparks – Beat the Clock (Extended Version) (No. 1 In Heaven (40th Anniversary Edition)) · Watch on YouTube

youtube_video IJr61z44m6c · row IJr61z44m6c

LAION-DISCO-12M

If I Could Do It All Again

Listed as Oschino, Sparks – If I Could Do It All Again (State Property Presents The Chain Gang Vol II) · Watch on YouTube

youtube_video Il4R7yf9aqM · row Il4R7yf9aqM

LAION-DISCO-12M

La Dolce Vita

Listed as Sparks – La Dolce Vita (No. 1 In Heaven (40th Anniversary Edition)) · Watch on YouTube

youtube_video JlGZN74iaZ4 · row JlGZN74iaZ4

LAION-DISCO-12M

Hasta Manana, Monsieur

Listed as Sparks – Hasta Manana, Monsieur (Kimono My House) · Watch on YouTube

youtube_video KTmFKmwa8bk · row KTmFKmwa8bk

LAION-DISCO-12M

Beat the Clock

Listed as Sparks – Beat the Clock (No. 1 In Heaven (40th Anniversary Edition)) · Watch on YouTube

youtube_video NIzleISU5jw · row NIzleISU5jw

LAION-DISCO-12M

My Baby's Taking Me Home

Listed as Sparks – My Baby's Taking Me Home (Lil' Beethoven (Deluxe Edition)) · Watch on YouTube

youtube_video NqR9XRGWCwY · row NqR9XRGWCwY

LAION-DISCO-12M

Stress Relief

Listed as Sparks – Stress Relief (Stress Relief) · Watch on YouTube

youtube_video NxZ7ndY5PX0 · row NxZ7ndY5PX0

LAION-DISCO-12M

(When I Kiss You) I Hear Charlie Parker Playing (2019 - Remaster)

Listed as Sparks – (When I Kiss You) I Hear Charlie Parker Playing (2019 - Remaster) (Gratuitous Sax & Senseless Violins (Expanded Edition)) · Watch on YouTube

youtube_video PRG1fJFibRs · row PRG1fJFibRs

LAION-DISCO-12M

Popularity

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

youtube_video PWQbG4Ro-bY · row PWQbG4Ro-bY

LAION-DISCO-12M

Left Out In The Cold

Listed as Sparks – Left Out In The Cold (A Steady Drip, Drip, Drip) · Watch on YouTube

youtube_video QJQS_XNBA50 · row QJQS_XNBA50

LAION-DISCO-12M

The Existential Threat

Listed as Sparks – The Existential Threat (A Steady Drip, Drip, Drip) · Watch on YouTube

youtube_video SGdbnioX44Q · row SGdbnioX44Q

LAION-DISCO-12M

When I'm with You (Single Version) [Bonus Track]

Listed as Sparks – When I'm with You (Single Version) [Bonus Track] (Terminal Jive (Remastered Bonus Track Version)) · Watch on YouTube

youtube_video TtRSqXXXFg4 · row TtRSqXXXFg4

LAION-DISCO-12M

Tryouts for the Human Race

Listed as Sparks – Tryouts for the Human Race (No. 1 In Heaven (40th Anniversary Edition)) · Watch on YouTube

youtube_video UF9hhQODOnY · row UF9hhQODOnY

LAION-DISCO-12M

Just Another N***a

Listed as Oschino, Sparks, Beanie Sigel – Just Another N***a (State Property Presents The Chain Gang Vol II) · Watch on YouTube

youtube_video WrcTbRVERd0 · row WrcTbRVERd0

LAION-DISCO-12M

All That

Listed as Sparks – All That (A Steady Drip, Drip, Drip) · Watch on YouTube

youtube_video ZQeAtNF-taY · row ZQeAtNF-taY

LAION-DISCO-12M

When Do I Get to Sing "My Way" (2019 - Remaster)

Listed as Sparks – When Do I Get to Sing "My Way" (2019 - Remaster) (Gratuitous Sax & Senseless Violins (Expanded Edition)) · Watch on YouTube

youtube_video ZzOj9TSlOb8 · row ZzOj9TSlOb8

LAION-DISCO-12M

So May We Start (From "Annette") (feat. Simon Helberg)

Listed as Sparks, Adam Driver, Marion Cotillard – So May We Start (From "Annette") (feat. Simon Helberg) (So May We Start (From "Annette")) · Watch on YouTube

youtube_video _rHplMdjGPM · row _rHplMdjGPM

LAION-DISCO-12M

It's a Knockoff

Listed as Sparks – It's a Knockoff (Balls (Deluxe Edition)) · Watch on YouTube

youtube_video cLFbqOMJemc · row cLFbqOMJemc

LAION-DISCO-12M

I Wish I Looked a Little Better

Listed as Sparks – I Wish I Looked a Little Better (In Outer Space (Remastered Bonus Track Version)) · Watch on YouTube

youtube_video e1567i1yo8s · row e1567i1yo8s

LAION-DISCO-12M

Music That You Can Dance To

Listed as Sparks – Music That You Can Dance To (Music That You Can Dance To) · Watch on YouTube

youtube_video eVxtXI111ew · row eVxtXI111ew

LAION-DISCO-12M

Something For The Girl With Everything

Listed as Sparks – Something For The Girl With Everything (Propaganda (Digitally Remastered)) · Watch on YouTube

youtube_video hKj4a-vwV00 · row hKj4a-vwV00

LAION-DISCO-12M

Tryouts for the Human Race (Alternative Extended Version)

Listed as Sparks – Tryouts for the Human Race (Alternative Extended Version) (No. 1 In Heaven (40th Anniversary Edition)) · Watch on YouTube

youtube_video jjbKSg97-SI · row jjbKSg97-SI

LAION-DISCO-12M

Nothing Is As Good As They Say It Is

Listed as Sparks – Nothing Is As Good As They Say It Is (The Girl Is Crying In Her Latte) · Watch on YouTube

youtube_video jnwe_ME537g · row jnwe_ME537g

LAION-DISCO-12M

Falling In Love With Myself Again

Listed as Sparks – Falling In Love With Myself Again (Kimono My House) · Watch on YouTube

youtube_video jx4ERgegpO8 · row jx4ERgegpO8

LAION-DISCO-12M

Thank God It's Not Christmas

Listed as Sparks – Thank God It's Not Christmas (Kimono My House) · Watch on YouTube

youtube_video mEBRzrYKifU · row mEBRzrYKifU

LAION-DISCO-12M

Achoo

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

youtube_video myaafXacb10 · row myaafXacb10

LAION-DISCO-12M

Angst in My Pants

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

youtube_video n71hNwVjx5o · row n71hNwVjx5o

LAION-DISCO-12M

Tryouts for the Human Race

Listed as Sparks – Tryouts for the Human Race (No. 1 In Heaven (45th Anniversary Edition)) · Watch on YouTube

youtube_video qCx6SRJZ1Ik · row qCx6SRJZ1Ik

LAION-DISCO-12M

I Predict

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

youtube_video qXtC3-UJFxI · row qXtC3-UJFxI

LAION-DISCO-12M

Armies Of The Night

Listed as Sparks – Armies Of The Night (Music That You Can Dance To) · Watch on YouTube

youtube_video sZA69hYsgF8 · row sZA69hYsgF8

LAION-DISCO-12M

All You Ever Think About Is Sex (Single Version) [Bonus Track]

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

youtube_video us_9lEUW5jc · row us_9lEUW5jc

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.