Artist Pharrell Williams on YouTube Music

Yes. Pharrell Williams has 139 songs listed in a dataset used to train AI music models.

Used for training 139

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 Keep It Playa (feat. Slim Thug), From Tha Chuuuch To Da Palace, You're My Boy

Listed under the artist name 139 songs in LAION-DISCO-12M

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

Keep It Playa (feat. Slim Thug)

Listed as Pharrell – Keep It Playa (feat. Slim Thug) (In My Mind) · Watch on YouTube

youtube_video -MQ0i1bEUAg · row -MQ0i1bEUAg

LAION-DISCO-12M

From Tha Chuuuch To Da Palace

Listed as Snoop Dogg, Pharrell – From Tha Chuuuch To Da Palace (The Best Of Snoop Dogg) · Watch on YouTube

youtube_video 0-Z80lDE4cw · row 0-Z80lDE4cw

LAION-DISCO-12M

You're My Boy

Listed as Hans Zimmer, The Magnificent Six, Pharrell Williams, Johnny Marr – You're My Boy (The Amazing Spider-Man 2 (The Original Motion Picture Soundtrack) [Deluxe]) · Watch on YouTube

youtube_video 0Co7jUCVRTE · row 0Co7jUCVRTE

LAION-DISCO-12M

Jalapeño

Listed as Janelle Monáe, Pharrell Williams – Jalapeño (Hidden Figures: The Album) · Watch on YouTube

youtube_video 2TdTsqAdMYI · row 2TdTsqAdMYI

LAION-DISCO-12M

Sex 'N' Money

Listed as Oakenfold, Pharrell Williams, Spitfire – Sex 'N' Money (A Lively Mind) · Watch on YouTube

youtube_video 2nRqoXnPRbA · row 2nRqoXnPRbA

LAION-DISCO-12M

Surrender

Listed as Lalah Hathaway, Pharrell Williams – Surrender (Hidden Figures: The Album) · Watch on YouTube

youtube_video 5dKQeYOn9OA · row 5dKQeYOn9OA

LAION-DISCO-12M

Sex 'N' Money (Radio Edit)

Listed as Oakenfold, Pharrell Williams, Spitfire – Sex 'N' Money (Radio Edit) (Sex 'N' Money) · Watch on YouTube

youtube_video 6oqyHcEQM8c · row 6oqyHcEQM8c

LAION-DISCO-12M

Able

Listed as Pharrell Williams – Able (Hidden Figures: The Album) · Watch on YouTube

youtube_video 6pF-9FDkFic · row 6pF-9FDkFic

LAION-DISCO-12M

Mary and the Judge

Listed as Hans Zimmer, Pharrell Williams, Benjamin Wallfisch – Mary and the Judge (Hidden Figures - Original Score) · Watch on YouTube

youtube_video 82LF63YL3L0 · row 82LF63YL3L0

LAION-DISCO-12M

Sex 'N' Money (Club Mix)

Listed as Oakenfold, Pharrell Williams, Spitfire – Sex 'N' Money (Club Mix) (Sex 'N' Money (Extended Mixes)) · Watch on YouTube

youtube_video 8wJV2AHRlPQ · row 8wJV2AHRlPQ

LAION-DISCO-12M

You Need Me

Listed as Hans Zimmer, The Magnificent Six, Pharrell Williams, Johnny Marr – You Need Me (The Amazing Spider-Man 2 (The Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video Hu8f4uj0ep0 · row Hu8f4uj0ep0

LAION-DISCO-12M

Let Her Go

Listed as Hans Zimmer, The Magnificent Six, Pharrell Williams, Johnny Marr – Let Her Go (The Amazing Spider-Man 2 (The Original Motion Picture Soundtrack) [Deluxe]) · Watch on YouTube

youtube_video J7ATEdgmHiY · row J7ATEdgmHiY

LAION-DISCO-12M

Katherine Calculates

Listed as Hans Zimmer, Pharrell Williams, Benjamin Wallfisch – Katherine Calculates (Hidden Figures - Original Score) · Watch on YouTube

youtube_video J9L8aVsrJOg · row J9L8aVsrJOg

LAION-DISCO-12M

Cash In Cash Out (feat. 21 Savage & Tyler, The Creator)

Listed as Pharrell Williams – Cash In Cash Out (feat. 21 Savage & Tyler, The Creator) (Cash In Cash Out) · Watch on YouTube

youtube_video JyaeqIMbHO0 · row JyaeqIMbHO0

LAION-DISCO-12M

I'm Moving to England

Listed as Hans Zimmer, The Magnificent Six, Pharrell Williams, Johnny Marr – I'm Moving to England (The Amazing Spider-Man 2 (The Original Motion Picture Soundtrack) [Deluxe]) · Watch on YouTube

youtube_video KzkTynhETto · row KzkTynhETto

LAION-DISCO-12M

Crystal Clear

Listed as Pharrell Williams – Crystal Clear (Hidden Figures: The Album) · Watch on YouTube

youtube_video MA5_4kM5OQc · row MA5_4kM5OQc

LAION-DISCO-12M

Smack Down

Listed as Pharrell Williams – Smack Down (The Billionaire Boys Club Tape) · Watch on YouTube

youtube_video MFMcPrp5ga0 · row MFMcPrp5ga0

LAION-DISCO-12M

Baby (feat. Nelly)

Listed as Pharrell – Baby (feat. Nelly) (In My Mind) · Watch on YouTube

youtube_video PQ55SrnTCAU · row PQ55SrnTCAU

LAION-DISCO-12M

It's Despicable

Listed as Pharrell Williams – It's Despicable (The Billionaire Boys Club Tape) · Watch on YouTube

youtube_video RNCGmcqAmug · row RNCGmcqAmug

LAION-DISCO-12M

I Need to Know

Listed as Hans Zimmer, The Magnificent Six, Pharrell Williams, Johnny Marr – I Need to Know (The Amazing Spider-Man 2 (The Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video RdWeaLUT_pE · row RdWeaLUT_pE

LAION-DISCO-12M

Sum Total

Listed as Hans Zimmer, The Magnificent Six, Pharrell Williams, Johnny Marr – Sum Total (The Amazing Spider-Man 2 (The Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video Sh-xHQvagWY · row Sh-xHQvagWY

LAION-DISCO-12M

Rocket Peril

Listed as Hans Zimmer, Pharrell Williams, Benjamin Wallfisch – Rocket Peril (Hidden Figures - Original Score) · Watch on YouTube

youtube_video VL3EeSXpXUY · row VL3EeSXpXUY

LAION-DISCO-12M

No Place Like Home

Listed as Hans Zimmer, The Magnificent Six, Pharrell Williams, Johnny Marr – No Place Like Home (The Amazing Spider-Man 2 (The Original Motion Picture Soundtrack) [Deluxe]) · Watch on YouTube

youtube_video WrFHmWfTKfQ · row WrFHmWfTKfQ

LAION-DISCO-12M

It Blows My Mind

Listed as Snoop Doggy Dogg, Pharrell Williams, Darryl DeBarge – It Blows My Mind (Me & My Homies, Vol. 3) · Watch on YouTube

youtube_video Wwp-igkzwC0 · row Wwp-igkzwC0

LAION-DISCO-12M

I'ma G

Listed as Pharrell Williams – I'ma G (The Billionaire Boys Club Tape) · Watch on YouTube

youtube_video _9yAVEcug_M · row _9yAVEcug_M

LAION-DISCO-12M

Here

Listed as Pharrell Williams – Here (The Amazing Spider-Man 2 (The Original Motion Picture Soundtrack) [Deluxe]) · Watch on YouTube

youtube_video cFbaXcGBsYU · row cFbaXcGBsYU

LAION-DISCO-12M

Life

Listed as Pharrell Williams – Life (The Billionaire Boys Club Tape) · Watch on YouTube

youtube_video eRQTKR_0L5c · row eRQTKR_0L5c

LAION-DISCO-12M

Look at Me

Listed as Hans Zimmer, The Magnificent Six, Pharrell Williams, Johnny Marr – Look at Me (The Amazing Spider-Man 2 (The Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video eV4OB_KA5WY · row eV4OB_KA5WY

LAION-DISCO-12M

Letter To My Godfather (from The Black Godfather)

Listed as Pharrell Williams – Letter To My Godfather (from The Black Godfather) (Letter To My Godfather (from The Black Godfather)) · Watch on YouTube

youtube_video f5dEX1k2dmQ · row f5dEX1k2dmQ

LAION-DISCO-12M

Our Father

Listed as Pharrell – Our Father (In My Mind) · Watch on YouTube

youtube_video juKR1gr7dz8 · row juKR1gr7dz8

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Raspy Shit

Listed as Pharrell – Raspy Shit (In My Mind) · Watch on YouTube

youtube_video kERHoXbId0g · row kERHoXbId0g

LAION-DISCO-12M

Have It All

Listed as Pharrell Williams – Have It All (The Billionaire Boys Club Tape) · Watch on YouTube

youtube_video q4Pbq0gd900 · row q4Pbq0gd900

LAION-DISCO-12M

Feet Don't Fail Me Now

Listed as Pharrell Williams – Feet Don't Fail Me Now (The Billionaire Boys Club Tape) · Watch on YouTube

youtube_video rHtWhhgpT4w · row rHtWhhgpT4w

LAION-DISCO-12M

Apple

Listed as Alicia Keys, Pharrell Williams – Apple (Hidden Figures: The Album) · Watch on YouTube

youtube_video v1BErTvL_ic · row v1BErTvL_ic

LAION-DISCO-12M

Euler's Method

Listed as Hans Zimmer, Pharrell Williams, Benjamin Wallfisch – Euler's Method (Hidden Figures - Original Score) · Watch on YouTube

youtube_video vSMZKu6LAbM · row vSMZKu6LAbM

LAION-DISCO-12M

So Much Anger

Listed as Hans Zimmer, The Magnificent Six, Pharrell Williams, Johnny Marr – So Much Anger (The Amazing Spider-Man 2 (The Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video vtyqfnRLeSU · row vtyqfnRLeSU

LAION-DISCO-12M

Harry's Suite

Listed as Hans Zimmer, The Magnificent Six, Pharrell Williams, Johnny Marr – Harry's Suite (The Amazing Spider-Man 2 (The Original Motion Picture Soundtrack) [Deluxe]) · Watch on YouTube

youtube_video wlH1ZKdBmV4 · row wlH1ZKdBmV4

LAION-DISCO-12M

Smile

Listed as Pharrell Williams – Smile (G I R L) · Watch on YouTube

youtube_video xW_yTN4WGJc · row xW_yTN4WGJc

LAION-DISCO-12M

Special Project

Listed as Hans Zimmer, The Magnificent Six, Pharrell Williams, Johnny Marr – Special Project (The Amazing Spider-Man 2 (The Original Motion Picture Soundtrack) [Deluxe]) · Watch on YouTube

youtube_video xqX1p3VV6DE · row xqX1p3VV6DE

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.