Yes. Gwen Stefani has 104 songs listed in a dataset used to train AI music models.

Used for training 104

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 4 In The Morning (Thin White Duke Edit), Cool (Photek Remix Main Version), Used To Love You (MAIZE Remix)

Listed under the artist name 104 songs in LAION-DISCO-12M

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

4 In The Morning (Thin White Duke Edit)

Listed as Gwen Stefani – 4 In The Morning (Thin White Duke Edit) (4 In The Morning) · Watch on YouTube

youtube_video 1pGQVfHmerg · row 1pGQVfHmerg

LAION-DISCO-12M

Cool (Photek Remix Main Version)

Listed as Gwen Stefani – Cool (Photek Remix Main Version) (Love Angel Music Baby (Deluxe Version)) · Watch on YouTube

youtube_video 2evfwu57P_A · row 2evfwu57P_A

LAION-DISCO-12M

Used To Love You (MAIZE Remix)

Listed as Gwen Stefani – Used To Love You (MAIZE Remix) (Used To Love You (MAIZE Remix)) · Watch on YouTube

youtube_video 7YCrfWWJdDI · row 7YCrfWWJdDI

LAION-DISCO-12M

Make Me Like You (Sad Money Remix)

Listed as Gwen Stefani – Make Me Like You (Sad Money Remix) (Make Me Like You (The Remixes)) · Watch on YouTube

youtube_video 9hTskUGYQzE · row 9hTskUGYQzE

LAION-DISCO-12M

Santa Claus Is Coming To Town

Listed as Gwen Stefani – Santa Claus Is Coming To Town (You Make It Feel Like Christmas (Deluxe Edition 2020)) · Watch on YouTube

youtube_video CFE-InC4pec · row CFE-InC4pec

LAION-DISCO-12M

Hollaback Girl (Live Version)

Listed as Gwen Stefani – Hollaback Girl (Live Version) (The Sweet Escape) · Watch on YouTube

youtube_video E1s49sckrHk · row E1s49sckrHk

LAION-DISCO-12M

Hollaback Girl (Hollatronix Remix by Diplo)

Listed as Gwen Stefani – Hollaback Girl (Hollatronix Remix by Diplo) (Love Angel Music Baby (Deluxe Version)) · Watch on YouTube

youtube_video EuEPEuyhYM0 · row EuEPEuyhYM0

LAION-DISCO-12M

Baby Don't Lie (Kaskade & KillaGraham Remix)

Listed as Gwen Stefani – Baby Don't Lie (Kaskade & KillaGraham Remix) (Baby Don't Lie (The Remixes)) · Watch on YouTube

youtube_video F2MKFV6N0X4 · row F2MKFV6N0X4

LAION-DISCO-12M

Me Without You

Listed as Gwen Stefani – Me Without You (This Is What The Truth Feels Like (Deluxe)) · Watch on YouTube

youtube_video FnPlEk0IzUc · row FnPlEk0IzUc

LAION-DISCO-12M

The Real Thing (Slow Jam Mix)

Listed as Gwen Stefani – The Real Thing (Slow Jam Mix) (Love Angel Music Baby) · Watch on YouTube

youtube_video ImGYDonfBgM · row ImGYDonfBgM

LAION-DISCO-12M

Holla Back Girl (RMX)

Listed as Gwen Stefani – Holla Back Girl (RMX) (Der Neue Standard X) · Watch on YouTube

youtube_video JN-zybQfUqo · row JN-zybQfUqo

LAION-DISCO-12M

Where Would I Be?

Listed as Gwen Stefani – Where Would I Be? (This Is What The Truth Feels Like (Deluxe)) · Watch on YouTube

youtube_video JN4Tc1H-eM8 · row JN4Tc1H-eM8

LAION-DISCO-12M

Winter Wonderland

Listed as Gwen Stefani – Winter Wonderland (You Make It Feel Like Christmas (Deluxe Edition 2020)) · Watch on YouTube

youtube_video KHCEJHaLfjY · row KHCEJHaLfjY

LAION-DISCO-12M

Asking 4 It (feat. Fetty Wap)

Listed as Gwen Stefani – Asking 4 It (feat. Fetty Wap) (This Is What The Truth Feels Like (Deluxe)) · Watch on YouTube

youtube_video L4b8PmUmm6w · row L4b8PmUmm6w

LAION-DISCO-12M

Red Flag

Listed as Gwen Stefani – Red Flag (This Is What The Truth Feels Like (Deluxe)) · Watch on YouTube

youtube_video Nk2_okRAaMU · row Nk2_okRAaMU

LAION-DISCO-12M

Misery (Lincoln Jesser Remix)

Listed as Gwen Stefani – Misery (Lincoln Jesser Remix) (Misery (Remixed)) · Watch on YouTube

youtube_video PDysU-YPcfs · row PDysU-YPcfs

LAION-DISCO-12M

Cheer For The Elves

Listed as Gwen Stefani – Cheer For The Elves (You Make It Feel Like Christmas (Deluxe Edition 2020)) · Watch on YouTube

youtube_video PYZW1Hg9i2U · row PYZW1Hg9i2U

LAION-DISCO-12M

Obsessed

Listed as Gwen Stefani – Obsessed (This Is What The Truth Feels Like (Deluxe)) · Watch on YouTube

youtube_video Q2t4XWLn2eg · row Q2t4XWLn2eg

LAION-DISCO-12M

Silent Night

Listed as Gwen Stefani – Silent Night (You Make It Feel Like Christmas) · Watch on YouTube

youtube_video RG0zSWbS2V4 · row RG0zSWbS2V4

LAION-DISCO-12M

Last Christmas

Listed as Gwen Stefani – Last Christmas (You Make It Feel Like Christmas) · Watch on YouTube

youtube_video RLO0gfSSMS8 · row RLO0gfSSMS8

LAION-DISCO-12M

Harajuku Girls (Live)

Listed as Gwen Stefani – Harajuku Girls (Live) (Love Angel Music Baby (Deluxe Version)) · Watch on YouTube

youtube_video TDd7wC6guWw · row TDd7wC6guWw

LAION-DISCO-12M

Secret Santa

Listed as Gwen Stefani – Secret Santa (You Make It Feel Like Christmas (Deluxe Edition 2020)) · Watch on YouTube

youtube_video TbDc6kOtsv0 · row TbDc6kOtsv0

LAION-DISCO-12M

What You Waiting For? (Jacques Lu Cont's TWD Dub)

Listed as Gwen Stefani – What You Waiting For? (Jacques Lu Cont's TWD Dub) (Love Angel Music Baby (Deluxe Version)) · Watch on YouTube

youtube_video XaPNHULMmmI · row XaPNHULMmmI

LAION-DISCO-12M

Hollaback Girl (Dancehollaback Remix by Tony Kanal) (feat. Elan)

Listed as Gwen Stefani – Hollaback Girl (Dancehollaback Remix by Tony Kanal) (feat. Elan) (Love Angel Music Baby (Deluxe Version)) · Watch on YouTube

youtube_video XqxYv8Y3USY · row XqxYv8Y3USY

LAION-DISCO-12M

Misery (Steven Redant Club Mix)

Listed as Gwen Stefani – Misery (Steven Redant Club Mix) (Misery (Remixed)) · Watch on YouTube

youtube_video b79I-4MSG1U · row b79I-4MSG1U

LAION-DISCO-12M

Don't Get It Twisted

Listed as Gwen Stefani – Don't Get It Twisted (The Sweet Escape) · Watch on YouTube

youtube_video bzufO1Sg5zg · row bzufO1Sg5zg

LAION-DISCO-12M

Feliz Navidad (feat. Mon Laferte)

Listed as Gwen Stefani – Feliz Navidad (feat. Mon Laferte) (You Make It Feel Like Christmas (Deluxe Edition 2020)) · Watch on YouTube

youtube_video cKjFwjlY0lw · row cKjFwjlY0lw

LAION-DISCO-12M

Baby Don't Lie (Dave Matthias Remix)

Listed as Gwen Stefani – Baby Don't Lie (Dave Matthias Remix) (Baby Don't Lie (The Remixes)) · Watch on YouTube

youtube_video d0kltCyb6xA · row d0kltCyb6xA

LAION-DISCO-12M

Wind It Up (Instrumental)

Listed as Gwen Stefani – Wind It Up (Instrumental) (Wind It Up) · Watch on YouTube

youtube_video dsuUG-LjFlU · row dsuUG-LjFlU

LAION-DISCO-12M

Never Kissed Anyone With Blue Eyes

Listed as Gwen Stefani – Never Kissed Anyone With Blue Eyes (You Make It Feel Like Christmas) · Watch on YouTube

youtube_video fBv50v58LPQ · row fBv50v58LPQ

LAION-DISCO-12M

Fluorescent

Listed as Gwen Stefani – Fluorescent (The Sweet Escape) · Watch on YouTube

youtube_video hNQCrllRT30 · row hNQCrllRT30

LAION-DISCO-12M

Christmas Eve

Listed as Gwen Stefani – Christmas Eve (You Make It Feel Like Christmas) · Watch on YouTube

youtube_video iMniHvKprN8 · row iMniHvKprN8

LAION-DISCO-12M

Make Me Like You (RAC Mix)

Listed as Gwen Stefani – Make Me Like You (RAC Mix) (Make Me Like You (The Remixes)) · Watch on YouTube

youtube_video iNwtLecJXWw · row iNwtLecJXWw

LAION-DISCO-12M

U Started It

Listed as Gwen Stefani – U Started It (The Sweet Escape) · Watch on YouTube

youtube_video jPzUp6lD8SE · row jPzUp6lD8SE

LAION-DISCO-12M

When I Was A Little Girl

Listed as Gwen Stefani – When I Was A Little Girl (You Make It Feel Like Christmas) · Watch on YouTube

youtube_video mX0SHgHOheE · row mX0SHgHOheE

LAION-DISCO-12M

Loveable

Listed as Gwen Stefani – Loveable (This Is What The Truth Feels Like (Deluxe)) · Watch on YouTube

youtube_video n1NnvfgZC60 · row n1NnvfgZC60

LAION-DISCO-12M

Now That You Got It (Main Mix a.k.a Remix) (feat. Damian "Jr. Gong" Marley)

Listed as Gwen Stefani – Now That You Got It (Main Mix a.k.a Remix) (feat. Damian "Jr. Gong" Marley) (Now That You Got It (Remixes)) · Watch on YouTube

youtube_video oDcXVjdXxJw · row oDcXVjdXxJw

LAION-DISCO-12M

Wind It Up (Harajuku Lovers Live Version)

Listed as Gwen Stefani – Wind It Up (Harajuku Lovers Live Version) (The Sweet Escape) · Watch on YouTube

youtube_video oFzHv3jk7I0 · row oFzHv3jk7I0

LAION-DISCO-12M

Getting Warmer

Listed as Gwen Stefani – Getting Warmer (This Is What The Truth Feels Like (Deluxe)) · Watch on YouTube

youtube_video ohFy16zI9IE · row ohFy16zI9IE

LAION-DISCO-12M

Here This Christmas

Listed as Gwen Stefani – Here This Christmas (You Make It Feel Like Christmas (Deluxe Edition 2020)) · Watch on YouTube

youtube_video q5Bj6yXRsUI · row q5Bj6yXRsUI

LAION-DISCO-12M

Naughty

Listed as Gwen Stefani – Naughty (This Is What The Truth Feels Like (Deluxe)) · Watch on YouTube

youtube_video s4T_xxuIBeQ · row s4T_xxuIBeQ

LAION-DISCO-12M

Splash

Listed as Gwen Stefani – Splash (This Is What The Truth Feels Like (Deluxe)) · Watch on YouTube

youtube_video sEjdRl11QhA · row sEjdRl11QhA

LAION-DISCO-12M

White Christmas

Listed as Gwen Stefani – White Christmas (You Make It Feel Like Christmas) · Watch on YouTube

youtube_video sTbwuDByo4I · row sTbwuDByo4I

LAION-DISCO-12M

Early Winter (Live Version)

Listed as Gwen Stefani – Early Winter (Live Version) (Early Winter) · Watch on YouTube

youtube_video u3UPdyXZW30 · row u3UPdyXZW30

LAION-DISCO-12M

What You Waiting For? (Live)

Listed as Gwen Stefani – What You Waiting For? (Live) (Love Angel Music Baby (Deluxe Version)) · Watch on YouTube

youtube_video uBwC_VJemmE · row uBwC_VJemmE

LAION-DISCO-12M

Rocket Ship

Listed as Gwen Stefani – Rocket Ship (This Is What The Truth Feels Like (Deluxe)) · Watch on YouTube

youtube_video uPRpOCK1yg8 · row uPRpOCK1yg8

LAION-DISCO-12M

The Real Thing (Slow Jam Mix)

Listed as Gwen Stefani – The Real Thing (Slow Jam Mix) (Love Angel Music Baby (Deluxe Version)) · Watch on YouTube

youtube_video xTf3vb63kWM · row xTf3vb63kWM

LAION-DISCO-12M

Truth

Listed as Gwen Stefani – Truth (This Is What The Truth Feels Like (Deluxe)) · Watch on YouTube

youtube_video xouIPHXcUpw · row xouIPHXcUpw

LAION-DISCO-12M

Breakin' Up

Listed as Gwen Stefani – Breakin' Up (The Sweet Escape) · Watch on YouTube

youtube_video zdcip48ANUw · row zdcip48ANUw

LAION-DISCO-12M

Cool (Richard X Remix)

Listed as Gwen Stefani – Cool (Richard X Remix) (Love Angel Music Baby - The Remixes) · Watch on YouTube

youtube_video ztZMgN5ZgCM · row ztZMgN5ZgCM

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.