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 Tai Arrive, Lay Me Down (feat. Terry Dexter), This Is Love (James Egbert Remix) (feat. Eva Simons)

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.

Tai Arrive

Listed as will.i.am – Tai Arrive (Lost Change Instrumentals) · Watch on YouTube

youtube_video -4jUmngqV6Y · row -4jUmngqV6Y

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Lay Me Down (feat. Terry Dexter)

Listed as will.i.am – Lay Me Down (feat. Terry Dexter) (Lost Change) · Watch on YouTube

youtube_video 1k8pywKW6hM · row 1k8pywKW6hM

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This Is Love (James Egbert Remix) (feat. Eva Simons)

Listed as will.i.am – This Is Love (James Egbert Remix) (feat. Eva Simons) (This Is Love Remix EP) · Watch on YouTube

youtube_video 2rJanjoNGuU · row 2rJanjoNGuU

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Get Your Money

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

youtube_video 36QySdBGnhE · row 36QySdBGnhE

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Reach For The Stars (Mars Edition)

Listed as will.i.am – Reach For The Stars (Mars Edition) (Reach For The Stars (Mars Edition)) · Watch on YouTube

youtube_video 8QMKI8L0mtI · row 8QMKI8L0mtI

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Ev Rebahdee (feat. Planet Asia)

Listed as will.i.am – Ev Rebahdee (feat. Planet Asia) (Lost Change) · Watch on YouTube

youtube_video AJCXqH9UlNU · row AJCXqH9UlNU

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Ain't it Pretty

Listed as will.i.am – Ain't it Pretty (Songs About Girls) · Watch on YouTube

youtube_video CyHuoX4FJb0 · row CyHuoX4FJb0

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Possessions

Listed as will.i.am – Possessions (Lost Change Instrumentals) · Watch on YouTube

youtube_video DdDdVhw3LHE · row DdDdVhw3LHE

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Mamma Mia (Non-LP Version)

Listed as will.i.am – Mamma Mia (Non-LP Version) (Songs About Girls) · Watch on YouTube

youtube_video EPVwgtPxucg · row EPVwgtPxucg

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Fantastic

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

youtube_video EPgBDPJW_pQ · row EPgBDPJW_pQ

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My My My My Love (feat. Cody Wise)

Listed as Sérgio Mendes, will.i.am – My My My My Love (feat. Cody Wise) (Magic) · Watch on YouTube

youtube_video ETli7_38Ggc · row ETli7_38Ggc

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Bomb Bomb (feat. MC Supernatural)

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

youtube_video E_ZiOQp3zYc · row E_ZiOQp3zYc

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Ride Ride (feat. John Legend)

Listed as will.i.am – Ride Ride (feat. John Legend) (Must B 21 (Soundtrack to Get Things Started)) · Watch on YouTube

youtube_video Gmam7qBYAFg · row Gmam7qBYAFg

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La Patte (feat. Will.I.am) [Edit]

Listed as Saian Supa Crew, will.i.am – La Patte (feat. Will.I.am) [Edit] (La Patte) · Watch on YouTube

youtube_video Hr0FSpTBe3E · row Hr0FSpTBe3E

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Latina

Listed as Kiko el Crazy, will.i.am – Latina (Latina) · Watch on YouTube

youtube_video JeEa5_cBZVA · row JeEa5_cBZVA

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This Is Love (Afrojack Remix) (feat. Eva Simons)

Listed as will.i.am – This Is Love (Afrojack Remix) (feat. Eva Simons) (This Is Love Remix EP) · Watch on YouTube

youtube_video KpxRmya5LsU · row KpxRmya5LsU

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5 Estrelas

Listed as Papatinho, will.i.am, MC Kevin o Chris – 5 Estrelas (5 Estrelas) · Watch on YouTube

youtube_video MVHwZChCRog · row MVHwZChCRog

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Weekend

Listed as Kelis, will.i.am – Weekend (Kelis Was Here) · Watch on YouTube

youtube_video RKnwamGSExM · row RKnwamGSExM

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Nah Mean (feat. Phife)

Listed as will.i.am – Nah Mean (feat. Phife) (Must B 21 (Soundtrack to Get Things Started)) · Watch on YouTube

youtube_video RgaDm--CacQ · row RgaDm--CacQ

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Sumthin' Special (feat. Niu, Dante Santiago & Taboo)

Listed as will.i.am – Sumthin' Special (feat. Niu, Dante Santiago & Taboo) (Must B 21 (Soundtrack to Get Things Started)) · Watch on YouTube

youtube_video T-A6KEYVJGg · row T-A6KEYVJGg

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Lost Change In E Minor

Listed as will.i.am – Lost Change In E Minor (Lost Change Instrumentals) · Watch on YouTube

youtube_video TOdLiGM4x4Y · row TOdLiGM4x4Y

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Here 2 Party (feat. Flii, Planet Asia & Kron Don)

Listed as will.i.am – Here 2 Party (feat. Flii, Planet Asia & Kron Don) (Must B 21 (Soundtrack to Get Things Started)) · Watch on YouTube

youtube_video TOkKOnPhL78 · row TOkKOnPhL78

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Mash Out (feat. MC Lyte & Fergie)

Listed as will.i.am – Mash Out (feat. MC Lyte & Fergie) (Must B 21 (Soundtrack to Get Things Started)) · Watch on YouTube

youtube_video TuciQXolsF4 · row TuciQXolsF4

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Fly Girl

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

youtube_video UOZXkgu0jO4 · row UOZXkgu0jO4

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This Is Love (Damien Le Roy Remix) (feat. Eva Simons)

Listed as will.i.am – This Is Love (Damien Le Roy Remix) (feat. Eva Simons) (This Is Love Remix EP) · Watch on YouTube

youtube_video XY5bHFMq2-E · row XY5bHFMq2-E

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Yadda Yadda

Listed as will.i.am – Yadda Yadda (Lost Change Instrumentals) · Watch on YouTube

youtube_video YkRhLSpIb-w · row YkRhLSpIb-w

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Lost Change In D Minor

Listed as will.i.am – Lost Change In D Minor (Lost Change Instrumentals) · Watch on YouTube

youtube_video ZCmUKL7UGKk · row ZCmUKL7UGKk

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Swing by My Way (feat. John Legend)

Listed as will.i.am – Swing by My Way (feat. John Legend) (Must B 21 (Soundtrack to Get Things Started)) · Watch on YouTube

youtube_video ZsREJ5Y_WeE · row ZsREJ5Y_WeE

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Spending Money (Non-LP Version)

Listed as will.i.am – Spending Money (Non-LP Version) (Songs About Girls) · Watch on YouTube

youtube_video aSkLtMbqUMk · row aSkLtMbqUMk

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We Got Chu

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

youtube_video de6jOF-uBKo · row de6jOF-uBKo

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Money (feat. Huck Fynn, Oezlem & The Horn Dogs)

Listed as will.i.am – Money (feat. Huck Fynn, Oezlem & The Horn Dogs) (Lost Change) · Watch on YouTube

youtube_video f3zQQufCNA8 · row f3zQQufCNA8

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Take It (feat. KRS-One)

Listed as will.i.am – Take It (feat. KRS-One) (Must B 21 (Soundtrack to Get Things Started)) · Watch on YouTube

youtube_video g02CncJ0hcY · row g02CncJ0hcY

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Bus Ride

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

youtube_video jgu_gmWCZJ0 · row jgu_gmWCZJ0

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Over

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

youtube_video kU5vtoz327g · row kU5vtoz327g

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Ev Rebahdee

Listed as will.i.am – Ev Rebahdee (Lost Change Instrumentals) · Watch on YouTube

youtube_video kwySMXy5qZA · row kwySMXy5qZA

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I'm Ready (Y'all Ain't Ready for This) (feat. Phil Da Agony, Tash & MC Supernatural)

Listed as will.i.am – I'm Ready (Y'all Ain't Ready for This) (feat. Phil Da Agony, Tash & MC Supernatural) (Must B 21 (Soundtrack to Get Things Started)) · Watch on YouTube

youtube_video oEnTw7B3kK4 · row oEnTw7B3kK4

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S.O.S (Mother Nature)

Listed as will.i.am – S.O.S (Mother Nature) (Songs About Girls) · Watch on YouTube

youtube_video p2GX-h00k5A · row p2GX-h00k5A

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Dynamite Interlude

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

youtube_video pt6Ez5SA12A · row pt6Ez5SA12A

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Lay Me Down (feat. Terry Dexter)

Listed as will.i.am – Lay Me Down (feat. Terry Dexter) (Lost Change 10th Anniversary Expanded & Limited Edition) · Watch on YouTube

youtube_video qDMH494GCks · row qDMH494GCks

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Hooda Hella U (feat. Medusa)

Listed as will.i.am – Hooda Hella U (feat. Medusa) (Lost Change) · Watch on YouTube

youtube_video r7hvQNaYkP0 · row r7hvQNaYkP0

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If You Didn't Know (feat. Mike Myers)

Listed as will.i.am – If You Didn't Know (feat. Mike Myers) (Lost Change) · Watch on YouTube

youtube_video rg2L-m_bQ6E · row rg2L-m_bQ6E

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This Is Love (Sidney Samson Remix) (feat. Eva Simons)

Listed as will.i.am – This Is Love (Sidney Samson Remix) (feat. Eva Simons) (This Is Love Remix EP) · Watch on YouTube

youtube_video s64sbiQ6N30 · row s64sbiQ6N30

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I Am

Listed as will.i.am – I Am (Lost Change) · Watch on YouTube

youtube_video s9Bby3a3gmk · row s9Bby3a3gmk

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Invisible

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

youtube_video tXtjBFxaGuM · row tXtjBFxaGuM

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Control Tower

Listed as will.i.am – Control Tower (Lost Change Instrumentals) · Watch on YouTube

youtube_video to6KnHOgtd4 · row to6KnHOgtd4

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Impatient

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

youtube_video uT29YGjdz1g · row uT29YGjdz1g

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Damn Damn Damn (Non-LP Version)

Listed as will.i.am – Damn Damn Damn (Non-LP Version) (Songs About Girls) · Watch on YouTube

youtube_video uULw0kmPR8Y · row uULw0kmPR8Y

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Lost Change

Listed as will.i.am – Lost Change (Lost Change Instrumentals) · Watch on YouTube

youtube_video v3MSH9yhYzQ · row v3MSH9yhYzQ

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Riots (feat. Miri Ben-Ari)

Listed as Mark Isham, will.i.am – Riots (feat. Miri Ben-Ari) (Freedom Writers) · Watch on YouTube

youtube_video yJt8-FSloQM · row yJt8-FSloQM

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Reach For The Stars

Listed as will.i.am – Reach For The Stars (#willpower (Deluxe)) · Watch on YouTube

youtube_video zfspkn7pufo · row zfspkn7pufo

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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.