Yes. will.i.am has 136 songs listed in a dataset used to train AI music models.

Used for training 136

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 Fall Down (feat. Miley Cyrus), Ghetto Ghetto (feat. Baby Kaely), Check It Out

Listed under the artist name 136 songs in LAION-DISCO-12M

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

Fall Down (feat. Miley Cyrus)

Listed as will.i.am – Fall Down (feat. Miley Cyrus) (#willpower) · Watch on YouTube

youtube_video -XOMnXacs44 · row -XOMnXacs44

LAION-DISCO-12M

Ghetto Ghetto (feat. Baby Kaely)

Listed as will.i.am – Ghetto Ghetto (feat. Baby Kaely) (#willpower) · Watch on YouTube

youtube_video 0XAMO9j_Tgw · row 0XAMO9j_Tgw

LAION-DISCO-12M

Check It Out

Listed as will.i.am, Nicki Minaj – Check It Out (Pink Friday (Complete Edition)) · Watch on YouTube

youtube_video 1LpOjXnFbHg · row 1LpOjXnFbHg

LAION-DISCO-12M

Best Friends

Listed as will.i.am – Best Friends (Madagascar: Escape 2 Africa (Music From The Motion Picture)) · Watch on YouTube

youtube_video 1h_JnYL_7uc · row 1h_JnYL_7uc

LAION-DISCO-12M

Solo

Listed as Willy William, will.i.am, Lali – Solo (Solo) · Watch on YouTube

youtube_video 1wv4fb3TEaM · row 1wv4fb3TEaM

LAION-DISCO-12M

The Traveling Song

Listed as will.i.am – The Traveling Song (Madagascar: Escape 2 Africa (Music From The Motion Picture)) · Watch on YouTube

youtube_video 2KlvanynRwA · row 2KlvanynRwA

LAION-DISCO-12M

The World Is Crazy (feat. Dante Santiago)

Listed as will.i.am – The World Is Crazy (feat. Dante Santiago) (#willpower) · Watch on YouTube

youtube_video 2gOXA4wg7RA · row 2gOXA4wg7RA

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LET'S GO

Listed as will.i.am, J Balvin – LET'S GO (LET'S GO) · Watch on YouTube

youtube_video 4C0FDQxjnPo · row 4C0FDQxjnPo

LAION-DISCO-12M

Chica Ideal (Remix)

Listed as Sebastián Yatra, Guaynaa, will.i.am – Chica Ideal (Remix) (Chica Ideal (Remix)) · Watch on YouTube

youtube_video 4RtmhmHd6hg · row 4RtmhmHd6hg

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One More Chance

Listed as will.i.am – One More Chance (Songs About Girls) · Watch on YouTube

youtube_video 4if1qzW3qnY · row 4if1qzW3qnY

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BREAK MY SOUL (will.i.am Remix)

Listed as Beyoncé, will.i.am – BREAK MY SOUL (will.i.am Remix) (BREAK MY SOUL REMIXES) · Watch on YouTube

youtube_video 6HdvjUb78S8 · row 6HdvjUb78S8

LAION-DISCO-12M

She Loves Me

Listed as will.i.am – She Loves Me (Madagascar: Escape 2 Africa (Music From The Motion Picture)) · Watch on YouTube

youtube_video 8E3BF08dLPg · row 8E3BF08dLPg

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Good Morning

Listed as will.i.am – Good Morning (#willpower) · Watch on YouTube

youtube_video 98z_bES8lOQ · row 98z_bES8lOQ

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Caliente

Listed as Manuel Turizo, El Alfa, Will I Am – Caliente (Dopamina) · Watch on YouTube

youtube_video 9V_KeQjjya8 · row 9V_KeQjjya8

LAION-DISCO-12M

Pretty Little Thing

Listed as will.i.am – Pretty Little Thing (Pretty Little Thing) · Watch on YouTube

youtube_video A4jTNuM192Q · row A4jTNuM192Q

LAION-DISCO-12M

Colors

Listed as will.i.am – Colors (Freedom Writers) · Watch on YouTube

youtube_video EqEGc2_ymq0 · row EqEGc2_ymq0

LAION-DISCO-12M

I Got It From My Mama

Listed as will.i.am – I Got It From My Mama (I Got It From My Mama) · Watch on YouTube

youtube_video KRs8-eOTUlU · row KRs8-eOTUlU

LAION-DISCO-12M

Far Away From Home (feat. Nicole Scherzinger)

Listed as will.i.am – Far Away From Home (feat. Nicole Scherzinger) (#willpower) · Watch on YouTube

youtube_video KUPu-uHIFI4 · row KUPu-uHIFI4

LAION-DISCO-12M

It’s My Birthday (feat. Cody Wise)

Listed as will.i.am – It’s My Birthday (feat. Cody Wise) (It’s My Birthday) · Watch on YouTube

youtube_video L-__Fb-ZEp4 · row L-__Fb-ZEp4

LAION-DISCO-12M

#thatPOWER (feat. Justin Bieber)

Listed as will.i.am – #thatPOWER (feat. Justin Bieber) (#willpower) · Watch on YouTube

youtube_video L-eaQggkTSM · row L-eaQggkTSM

LAION-DISCO-12M

B Boyz (feat. MC Supernatural)

Listed as will.i.am – B Boyz (feat. MC Supernatural) (Must B 21 (Soundtrack to Get Things Started)) · Watch on YouTube

youtube_video LrkKOfZbQ7s · row LrkKOfZbQ7s

LAION-DISCO-12M

T.H.E (The Hardest Ever) (feat. Mick Jagger & Jennifer Lopez)

Listed as will.i.am – T.H.E (The Hardest Ever) (feat. Mick Jagger & Jennifer Lopez) (T.H.E (The Hardest Ever)) · Watch on YouTube

youtube_video MEv-bf2XjoY · row MEv-bf2XjoY

LAION-DISCO-12M

Boys & Girls (feat. Pia Mia)

Listed as will.i.am – Boys & Girls (feat. Pia Mia) (Boys & Girls) · Watch on YouTube

youtube_video MbHLwaIYlrM · row MbHLwaIYlrM

LAION-DISCO-12M

Geekin’

Listed as will.i.am – Geekin’ (#willpower) · Watch on YouTube

youtube_video NtDlJIetY1U · row NtDlJIetY1U

LAION-DISCO-12M

It's Saturday

Listed as J. Rey Soul, DJ Youcef, will.i.am – It's Saturday (It's Saturday) · Watch on YouTube

youtube_video Nutiw3XlC4s · row Nutiw3XlC4s

LAION-DISCO-12M

Freshy (feat. Juicy J)

Listed as will.i.am – Freshy (feat. Juicy J) (#willpower) · Watch on YouTube

youtube_video OwIzlMD067E · row OwIzlMD067E

LAION-DISCO-12M

I Like To Move It

Listed as will.i.am – I Like To Move It (Madagascar: Escape 2 Africa (Music From The Motion Picture)) · Watch on YouTube

youtube_video PLEQRIisP_Q · row PLEQRIisP_Q

LAION-DISCO-12M

This Is Love (feat. Eva Simons)

Listed as will.i.am – This Is Love (feat. Eva Simons) (#willpower (Deluxe)) · Watch on YouTube

youtube_video PlqaIyNEvlA · row PlqaIyNEvlA

LAION-DISCO-12M

Rómpela (feat. One Six)

Listed as Yandel, will.i.am, El Alfa – Rómpela (feat. One Six) (Rómpela) · Watch on YouTube

youtube_video TbS9CPseZZw · row TbS9CPseZZw

LAION-DISCO-12M

THE FORMULA

Listed as will.i.am, Lil Wayne – THE FORMULA (THE FORMULA) · Watch on YouTube

youtube_video WymEchtFZG4 · row WymEchtFZG4

LAION-DISCO-12M

She's A Star

Listed as will.i.am – She's A Star (Songs About Girls) · Watch on YouTube

youtube_video XAr1MfrxbHU · row XAr1MfrxbHU

LAION-DISCO-12M

Go!

Listed as will.i.am – Go! (Must B 21 (Soundtrack to Get Things Started)) · Watch on YouTube

youtube_video Z3wY1OepDh0 · row Z3wY1OepDh0

LAION-DISCO-12M

Great Times Are Coming

Listed as will.i.am – Great Times Are Coming (#willpower) · Watch on YouTube

youtube_video _ZvnNe3FQ2A · row _ZvnNe3FQ2A

LAION-DISCO-12M

Scream & Shout (feat. Britney Spears)

Listed as will.i.am – Scream & Shout (feat. Britney Spears) (Scream & Shout) · Watch on YouTube

youtube_video a5D8CTt-tfs · row a5D8CTt-tfs

LAION-DISCO-12M

MIND YOUR BUSINESS (David Guetta Remix)

Listed as will.i.am, David Guetta, Britney Spears – MIND YOUR BUSINESS (David Guetta Remix) (MIND YOUR BUSINESS (David Guetta Remix)) · Watch on YouTube

youtube_video c68IdCpoSGQ · row c68IdCpoSGQ

LAION-DISCO-12M

Gettin' Dumb (feat. apl.de.ap & 2NE1)

Listed as will.i.am – Gettin' Dumb (feat. apl.de.ap & 2NE1) (#willpower) · Watch on YouTube

youtube_video cdRzwkB8eyA · row cdRzwkB8eyA

LAION-DISCO-12M

Hello (feat. AFROJACK)

Listed as will.i.am – Hello (feat. AFROJACK) (#willpower) · Watch on YouTube

youtube_video e1a9keb2DG0 · row e1a9keb2DG0

LAION-DISCO-12M

Bang Bang

Listed as will.i.am – Bang Bang (#willpower (Deluxe)) · Watch on YouTube

youtube_video gbFEA0rPsNc · row gbFEA0rPsNc

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Feelin' Myself (feat. Miley Cyrus, French Montana, Wiz Khalifa & Mustard)

Listed as will.i.am – Feelin' Myself (feat. Miley Cyrus, French Montana, Wiz Khalifa & Mustard) (#willpower) · Watch on YouTube

youtube_video jSVEQ7vkCvY · row jSVEQ7vkCvY

LAION-DISCO-12M

Heartbreaker

Listed as will.i.am – Heartbreaker (Songs About Girls) · Watch on YouTube

youtube_video mKpF-4wL5gQ · row mKpF-4wL5gQ

LAION-DISCO-12M

The Donque Song (feat. Snoop Dogg)

Listed as will.i.am – The Donque Song (feat. Snoop Dogg) (Songs About Girls) · Watch on YouTube

youtube_video ozhiTeeYLf0 · row ozhiTeeYLf0

LAION-DISCO-12M

MIND YOUR BUSINESS

Listed as will.i.am, Britney Spears – MIND YOUR BUSINESS (MIND YOUR BUSINESS) · Watch on YouTube

youtube_video pNA2X1RRC3w · row pNA2X1RRC3w

LAION-DISCO-12M

Smile Mona Lisa

Listed as will.i.am – Smile Mona Lisa (#willpower (Deluxe)) · Watch on YouTube

youtube_video pzapcu24FcI · row pzapcu24FcI

LAION-DISCO-12M

Bel Mercy (El Jefe)

Listed as Jengi, will.i.am – Bel Mercy (El Jefe) (Bel Mercy (El Jefe)) · Watch on YouTube

youtube_video q7bi2xDAWoc · row q7bi2xDAWoc

LAION-DISCO-12M

PULL UP (feat. Nile Rodgers)

Listed as J. Rey Soul, will.i.am – PULL UP (feat. Nile Rodgers) (PULL UP) · Watch on YouTube

youtube_video ukVnUnI9ab0 · row ukVnUnI9ab0

LAION-DISCO-12M

Make It Funky

Listed as will.i.am – Make It Funky (Songs About Girls) · Watch on YouTube

youtube_video vVIDVUZiW3w · row vVIDVUZiW3w

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FIYAH

Listed as will.i.am – FIYAH (FIYAH) · Watch on YouTube

youtube_video wZmS4RsoAUc · row wZmS4RsoAUc

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Great Times

Listed as will.i.am – Great Times (Torcida 2018 - Nacional e Internacional) · Watch on YouTube

youtube_video x_2xrf_5sXQ · row x_2xrf_5sXQ

LAION-DISCO-12M

Big And Chunky

Listed as will.i.am – Big And Chunky (Madagascar: Escape 2 Africa (Music From The Motion Picture)) · Watch on YouTube

youtube_video zDnPFxnALBg · row zDnPFxnALBg

LAION-DISCO-12M

Love Bullets (feat. Skylar Grey)

Listed as will.i.am – Love Bullets (feat. Skylar Grey) (#willpower) · Watch on YouTube

youtube_video zMnQ3YuXo04 · row zMnQ3YuXo04

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.