Yes. Black Eyed Peas has 159 songs listed in a dataset used to train AI music models.

Used for training 159

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 Labor Day (It's a Holiday), Out Of My Head, Request + Line/ Empire Strikes Black

Listed under the artist name 159 songs in LAION-DISCO-12M

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

Labor Day (It's a Holiday)

Listed as The Black Eyed Peas – Labor Day (It's a Holiday) (Elephunk) · Watch on YouTube

youtube_video 1vSvr2q5B0k · row 1vSvr2q5B0k

LAION-DISCO-12M

Out Of My Head

Listed as The Black Eyed Peas – Out Of My Head (THE E.N.D. (THE ENERGY NEVER DIES) (International Version)) · Watch on YouTube

youtube_video 4HuSHU44Rms · row 4HuSHU44Rms

LAION-DISCO-12M

Request + Line/ Empire Strikes Black

Listed as Black Eyed Peas – Request + Line/ Empire Strikes Black (Bridging the Gap) · Watch on YouTube

youtube_video 4qOVwZXTP60 · row 4qOVwZXTP60

LAION-DISCO-12M

Fallin' Up

Listed as The Black Eyed Peas – Fallin' Up (Behind The Front) · Watch on YouTube

youtube_video 5fwY0x-geuw · row 5fwY0x-geuw

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Fashion Beats

Listed as The Black Eyed Peas – Fashion Beats (The Beginning) · Watch on YouTube

youtube_video 6piX4ZY6s-Y · row 6piX4ZY6s-Y

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Light Up The Night

Listed as The Black Eyed Peas – Light Up The Night (The Beginning) · Watch on YouTube

youtube_video 6qBxHjVvOn0 · row 6qBxHjVvOn0

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GIRL LIKE ME (twocolors remix)

Listed as Black Eyed Peas, Shakira – GIRL LIKE ME (twocolors remix) (GIRL LIKE ME (twocolors remix)) · Watch on YouTube

youtube_video ACcVkO_fmcE · row ACcVkO_fmcE

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DOUBLE D'Z

Listed as Black Eyed Peas, J. Rey Soul – DOUBLE D'Z (ELEVATION) · Watch on YouTube

youtube_video Af4W_zAsExk · row Af4W_zAsExk

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Union

Listed as The Black Eyed Peas – Union (Monkey Business) · Watch on YouTube

youtube_video E2vBntsDjh4 · row E2vBntsDjh4

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Latin Girls

Listed as The Black Eyed Peas – Latin Girls (Elephunk) · Watch on YouTube

youtube_video Ei1D261-L3k · row Ei1D261-L3k

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They Don't Want Music (feat. James Brown)

Listed as The Black Eyed Peas – They Don't Want Music (feat. James Brown) (Monkey Business) · Watch on YouTube

youtube_video EjlDhjXj9Z4 · row EjlDhjXj9Z4

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XOXOXO

Listed as The Black Eyed Peas – XOXOXO (The Beginning) · Watch on YouTube

youtube_video FnZUf_G_Mzw · row FnZUf_G_Mzw

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DOPENESS (feat. CL)

Listed as The Black Eyed Peas – DOPENESS (feat. CL) (MASTERS OF THE SUN VOL. 1) · Watch on YouTube

youtube_video GDc5mdkRS7c · row GDc5mdkRS7c

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Be Nice

Listed as The Black Eyed Peas – Be Nice (Be Nice) · Watch on YouTube

youtube_video GVpTOChmqVA · row GVpTOChmqVA

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Hands Up

Listed as The Black Eyed Peas – Hands Up (Elephunk) · Watch on YouTube

youtube_video I83hW-pRe6w · row I83hW-pRe6w

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Ba Bump

Listed as The Black Eyed Peas – Ba Bump (Monkey Business) · Watch on YouTube

youtube_video IbfNJgZTRlo · row IbfNJgZTRlo

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Showdown

Listed as The Black Eyed Peas – Showdown (THE E.N.D. (THE ENERGY NEVER DIES) (International Version)) · Watch on YouTube

youtube_video IpMv04rABZk · row IpMv04rABZk

LAION-DISCO-12M

Weekends (feat. Esthero)

Listed as Black Eyed Peas – Weekends (feat. Esthero) (Bridging the Gap) · Watch on YouTube

youtube_video JH0aTHWcrII · row JH0aTHWcrII

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Party All The Time

Listed as The Black Eyed Peas – Party All The Time (THE E.N.D. (THE ENERGY NEVER DIES) (International Version)) · Watch on YouTube

youtube_video K8mnO3MlXac · row K8mnO3MlXac

LAION-DISCO-12M

The Best One Yet (The Boy)

Listed as The Black Eyed Peas – The Best One Yet (The Boy) (The Beginning) · Watch on YouTube

youtube_video KhPKKtyubxQ · row KhPKKtyubxQ

LAION-DISCO-12M

Missing You

Listed as The Black Eyed Peas – Missing You (THE E.N.D. (THE ENERGY NEVER DIES) (International Version)) · Watch on YouTube

youtube_video Kmyw9p-pFW8 · row Kmyw9p-pFW8

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Rockin To The Beat

Listed as The Black Eyed Peas – Rockin To The Beat (THE E.N.D. (THE ENERGY NEVER DIES) (International Version)) · Watch on YouTube

youtube_video LO5v5usZj08 · row LO5v5usZj08

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Ring-A-Ling

Listed as The Black Eyed Peas – Ring-A-Ling (THE E.N.D. (THE ENERGY NEVER DIES)) · Watch on YouTube

youtube_video M707WeMdL8s · row M707WeMdL8s

LAION-DISCO-12M

Hey Mama (Jimmy Remix)

Listed as The Black Eyed Peas – Hey Mama (Jimmy Remix) (Elephunk (Expanded Edition)) · Watch on YouTube

youtube_video MFGUGFZYYGg · row MFGUGFZYYGg

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Gone Going

Listed as The Black Eyed Peas – Gone Going (Monkey Business) · Watch on YouTube

youtube_video Pie3nrTjs5k · row Pie3nrTjs5k

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DURO HARD

Listed as Black Eyed Peas – DURO HARD (TRANSLATION) · Watch on YouTube

youtube_video QRuGr8v3a8c · row QRuGr8v3a8c

LAION-DISCO-12M

Dum Diddly (feat. Dante Santiago)

Listed as The Black Eyed Peas – Dum Diddly (feat. Dante Santiago) (Monkey Business) · Watch on YouTube

youtube_video Qh0JhcocnRk · row Qh0JhcocnRk

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Like That

Listed as The Black Eyed Peas – Like That (Monkey Business) · Watch on YouTube

youtube_video S1lhzdrRCQY · row S1lhzdrRCQY

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Disco Club

Listed as The Black Eyed Peas – Disco Club (Monkey Business) · Watch on YouTube

youtube_video Y-xtgsAUWLk · row Y-xtgsAUWLk

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Joints & Jam

Listed as The Black Eyed Peas – Joints & Jam (Behind The Front) · Watch on YouTube

youtube_video ZoWiwCiSEEk · row ZoWiwCiSEEk

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The Boogie That Be

Listed as The Black Eyed Peas – The Boogie That Be (Elephunk) · Watch on YouTube

youtube_video _24AvoMdhJ0 · row _24AvoMdhJ0

LAION-DISCO-12M

My Humps (Lil Jon Remix)

Listed as The Black Eyed Peas – My Humps (Lil Jon Remix) (My Humps (Lil Jon Remix Version)) · Watch on YouTube

youtube_video _yUrw81HOFs · row _yUrw81HOFs

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I Gotta Feeling (FMIF Remix) [Edit] (FMIF Remix; Edit)

Listed as Black Eyed Peas – I Gotta Feeling (FMIF Remix) [Edit] (FMIF Remix; Edit) (One More Love) · Watch on YouTube

youtube_video aGiBGo6CTRg · row aGiBGo6CTRg

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AUDIOS

Listed as Black Eyed Peas – AUDIOS (ELEVATION) · Watch on YouTube

youtube_video cl8txGhLWns · row cl8txGhLWns

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BIG LOVE

Listed as The Black Eyed Peas – BIG LOVE (MASTERS OF THE SUN VOL. 1) · Watch on YouTube

youtube_video gr-fxRye_C0 · row gr-fxRye_C0

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What It Is

Listed as The Black Eyed Peas – What It Is (Behind The Front) · Watch on YouTube

youtube_video lznv_900Vec · row lznv_900Vec

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#WHERESTHELOVE

Listed as The Black Eyed Peas – #WHERESTHELOVE (#WHERESTHELOVE) · Watch on YouTube

youtube_video n729IbK2euY · row n729IbK2euY

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Mare

Listed as The Black Eyed Peas – Mare (THE E.N.D. (THE ENERGY NEVER DIES) (International Version)) · Watch on YouTube

youtube_video nWnrp1McEBA · row nWnrp1McEBA

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Smells Like Funk

Listed as The Black Eyed Peas – Smells Like Funk (Elephunk) · Watch on YouTube

youtube_video olpKr6BNhFU · row olpKr6BNhFU

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My Style (feat. Justin Timberlake)

Listed as The Black Eyed Peas – My Style (feat. Justin Timberlake) (Monkey Business) · Watch on YouTube

youtube_video ruNHpkWTopY · row ruNHpkWTopY

LAION-DISCO-12M

Where Is The Love? (Instrumental)

Listed as The Black Eyed Peas – Where Is The Love? (Instrumental) (Elephunk (Expanded Edition)) · Watch on YouTube

youtube_video srN_Sh_8KjI · row srN_Sh_8KjI

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BACK 2 HIPHOP (feat. Nas)

Listed as The Black Eyed Peas – BACK 2 HIPHOP (feat. Nas) (MASTERS OF THE SUN VOL. 1) · Watch on YouTube

youtube_video uhsCPEtrET8 · row uhsCPEtrET8

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Love You Long Time

Listed as The Black Eyed Peas – Love You Long Time (The Beginning) · Watch on YouTube

youtube_video vTan9pXbueI · row vTan9pXbueI

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Whenever

Listed as The Black Eyed Peas – Whenever (The Beginning) · Watch on YouTube

youtube_video wlCNqlaY7Z8 · row wlCNqlaY7Z8

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Ring-A-Ling

Listed as The Black Eyed Peas – Ring-A-Ling (THE E.N.D. (THE ENERGY NEVER DIES) (International Version)) · Watch on YouTube

youtube_video wmc_FuagJ1s · row wmc_FuagJ1s

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ACTION

Listed as Black Eyed Peas – ACTION (TRANSLATION) · Watch on YouTube

youtube_video xH_Rn6aRnk0 · row xH_Rn6aRnk0

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Sexy

Listed as The Black Eyed Peas – Sexy (Elephunk) · Watch on YouTube

youtube_video xO2hqFQ648E · row xO2hqFQ648E

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Feel It

Listed as The Black Eyed Peas – Feel It (Monkey Business) · Watch on YouTube

youtube_video xfwECL8mP3Y · row xfwECL8mP3Y

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Someday

Listed as The Black Eyed Peas – Someday (The Beginning) · Watch on YouTube

youtube_video zTR0H8LIeLo · row zTR0H8LIeLo

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Pump It (Travis Barker Remix Version)

Listed as The Black Eyed Peas – Pump It (Travis Barker Remix Version) (Pump It) · Watch on YouTube

youtube_video zvikpBDWUd4 · row zvikpBDWUd4

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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.