Yes. Royce Da 5'9" has 165 songs listed in a dataset used to train AI music models.

Used for training 165

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 Perspective (Skit), They Don't Make Em (Dirty), Line in the Sand

Listed under the artist name 165 songs in LAION-DISCO-12M

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

Perspective (Skit)

Listed as Royce Da 5'9'' – Perspective (Skit) (The Allegory) · Watch on YouTube

youtube_video -eBzBCRMlPc · row -eBzBCRMlPc

LAION-DISCO-12M

They Don't Make Em (Dirty)

Listed as Royce Da 5'9" – They Don't Make Em (Dirty) (Trust The Shooter) · Watch on YouTube

youtube_video -p212HTzhnE · row -p212HTzhnE

LAION-DISCO-12M

Line in the Sand

Listed as Royce Da 5'9" – Line in the Sand (The Bar Exam 4) · Watch on YouTube

youtube_video 06PNd_x8Ck8 · row 06PNd_x8Ck8

LAION-DISCO-12M

Who Are You (Skit)

Listed as Royce Da 5'9" – Who Are You (Skit) (Book of Ryan (Bonus Track Edition)) · Watch on YouTube

youtube_video 0fm4KhQ1WOE · row 0fm4KhQ1WOE

LAION-DISCO-12M

What I Know

Listed as Royce Da 5'9" – What I Know (Death Is Certain) · Watch on YouTube

youtube_video 16TPgkN7TeU · row 16TPgkN7TeU

LAION-DISCO-12M

Anything/Everything

Listed as Royce Da 5'9" – Anything/Everything (Book of Ryan (Bonus Track Edition)) · Watch on YouTube

youtube_video 1MslgB9IbMA · row 1MslgB9IbMA

LAION-DISCO-12M

Govenor Ball (feat. Westside Gunn & Conway)

Listed as Royce Da 5'9" – Govenor Ball (feat. Westside Gunn & Conway) (The Bar Exam 4) · Watch on YouTube

youtube_video 300vyQ_fzXE · row 300vyQ_fzXE

LAION-DISCO-12M

It's Tuesday

Listed as Royce Da 5'9" – It's Tuesday (Rock City) · Watch on YouTube

youtube_video 5U6jWoSt_HM · row 5U6jWoSt_HM

LAION-DISCO-12M

C Delores

Listed as Royce Da 5'9" – C Delores (The Bar Exam 4) · Watch on YouTube

youtube_video 6KjzWaQVvV4 · row 6KjzWaQVvV4

LAION-DISCO-12M

Down These Roads

Listed as Royce Da 5'9" – Down These Roads (The Bar Exam 4) · Watch on YouTube

youtube_video 6d-3YymRlkM · row 6d-3YymRlkM

LAION-DISCO-12M

On the Boulevard (feat. Nottz & Adonis)

Listed as Royce Da 5'9" – On the Boulevard (feat. Nottz & Adonis) (Success is Certain) · Watch on YouTube

youtube_video 7W_GAOGbCI8 · row 7W_GAOGbCI8

LAION-DISCO-12M

Protecting Ryan (Skit)

Listed as Royce Da 5'9" – Protecting Ryan (Skit) (Book of Ryan (Bonus Track Edition)) · Watch on YouTube

youtube_video 9AZl5EhdAxk · row 9AZl5EhdAxk

LAION-DISCO-12M

Look at This

Listed as Royce Da 5'9" – Look at This (The Heaven Experience - EP) · Watch on YouTube

youtube_video 9qvZWIwzBi0 · row 9qvZWIwzBi0

LAION-DISCO-12M

Part Of Me

Listed as Royce Da 5'9" – Part Of Me (Street Hop (Clean)) · Watch on YouTube

youtube_video AOQ78Hyj9Bk · row AOQ78Hyj9Bk

LAION-DISCO-12M

Made

Listed as Royce Da 5'9" – Made (The Heaven Experience, Vol. 1) · Watch on YouTube

youtube_video Bw5mSZaUVqI · row Bw5mSZaUVqI

LAION-DISCO-12M

Life (feat. Amerie)

Listed as Royce Da 5'9" – Life (feat. Amerie) (Rock City) · Watch on YouTube

youtube_video ByxOdEoGEwE · row ByxOdEoGEwE

LAION-DISCO-12M

Nobody F***Ing with Us (feat. Bun B & Slaughterhouse)

Listed as Royce da 5'9" – Nobody F***Ing with Us (feat. Bun B & Slaughterhouse) (Bar Exam 3 (The Most Interesting Man)) · Watch on YouTube

youtube_video Cy7z2qijQOY · row Cy7z2qijQOY

LAION-DISCO-12M

Buzzin'

Listed as Royce Da 5'9" – Buzzin' (M.I.C. Presents) · Watch on YouTube

youtube_video Evmz5q957eY · row Evmz5q957eY

LAION-DISCO-12M

My People Free (feat. Ashley Sorrell)

Listed as Royce Da 5'9'' – My People Free (feat. Ashley Sorrell) (The Allegory) · Watch on YouTube

youtube_video FVsMeKfFHxo · row FVsMeKfFHxo

LAION-DISCO-12M

Hard

Listed as Royce Da 5'9'' – Hard (Layers) · Watch on YouTube

youtube_video G08G7PZLLIw · row G08G7PZLLIw

LAION-DISCO-12M

Grown Ass Man

Listed as Royce Da 5'9" – Grown Ass Man (The Heaven Experience - EP) · Watch on YouTube

youtube_video GEQ-uiYUJl4 · row GEQ-uiYUJl4

LAION-DISCO-12M

Throw Back (feat. Ingrid Smalls)

Listed as Royce Da 5'9" – Throw Back (feat. Ingrid Smalls) (Death Is Certain) · Watch on YouTube

youtube_video GQv2b37AJv4 · row GQv2b37AJv4

LAION-DISCO-12M

You Can't Touch Me

Listed as Royce Da 5'9" – You Can't Touch Me (Rock City) · Watch on YouTube

youtube_video GpmELKVi1nU · row GpmELKVi1nU

LAION-DISCO-12M

Curious (What Up Wit Ya Girl) (feat. Irv Da Phenom)

Listed as Tech N9ne, Royce da 5'9'' – Curious (What Up Wit Ya Girl) (feat. Irv Da Phenom) (Bad Season (Mixed By DJ Whoo Kid)) · Watch on YouTube

youtube_video HZJEEOziJkQ · row HZJEEOziJkQ

LAION-DISCO-12M

Young World (feat. Vince Staples & G Perico)

Listed as Royce Da 5'9'' – Young World (feat. Vince Staples & G Perico) (The Allegory) · Watch on YouTube

youtube_video Mdd3xpN4fJs · row Mdd3xpN4fJs

LAION-DISCO-12M

Ion Wanna (feat. Courtney Bell & Traxx Sanders)

Listed as Royce Da 5'9" – Ion Wanna (feat. Courtney Bell & Traxx Sanders) (The Heaven Experience - EP) · Watch on YouTube

youtube_video NKi-XudVBT0 · row NKi-XudVBT0

LAION-DISCO-12M

Play My Music

Listed as Royce Da 5'9" – Play My Music (The Bar Exam 4) · Watch on YouTube

youtube_video Neg2BrJObLg · row Neg2BrJObLg

LAION-DISCO-12M

Twilight Zone

Listed as Royce Da 5'9" – Twilight Zone (The Bar Exam 4) · Watch on YouTube

youtube_video PBwHSBYPuf8 · row PBwHSBYPuf8

LAION-DISCO-12M

King of Kings

Listed as Royce Da 5'9" – King of Kings (Rock City) · Watch on YouTube

youtube_video PivtLXWmkWs · row PivtLXWmkWs

LAION-DISCO-12M

Still Waiting (feat. Nick Grant & Elzhi)

Listed as Royce Da 5'9" – Still Waiting (feat. Nick Grant & Elzhi) (The Bar Exam 4) · Watch on YouTube

youtube_video RlUbzqzygnI · row RlUbzqzygnI

LAION-DISCO-12M

Out the Barrell

Listed as Royce Da 5'9" – Out the Barrell (The Heaven Experience - EP) · Watch on YouTube

youtube_video UBt9ptzB-l0 · row UBt9ptzB-l0

LAION-DISCO-12M

T.O.D.a.Y. (feat. Ingrid Smalls)

Listed as Royce Da 5'9" – T.O.D.a.Y. (feat. Ingrid Smalls) (Death Is Certain) · Watch on YouTube

youtube_video Vi7-75DhDCk · row Vi7-75DhDCk

LAION-DISCO-12M

Quiet (feat. Tiara & Mr. Porter)

Listed as Royce Da 5'9'' – Quiet (feat. Tiara & Mr. Porter) (Layers) · Watch on YouTube

youtube_video VuoBjAPanIQ · row VuoBjAPanIQ

LAION-DISCO-12M

Startercoat

Listed as Royce Da 5'9'' – Startercoat (Layers) · Watch on YouTube

youtube_video XAynvkW4KOs · row XAynvkW4KOs

LAION-DISCO-12M

Flesh

Listed as Royce Da 5'9'' – Flesh (Layers) · Watch on YouTube

youtube_video _wRDmyuWmIk · row _wRDmyuWmIk

LAION-DISCO-12M

Psycho

Listed as Royce da 5'9" – Psycho (Bar Exam 3 (The Most Interesting Man)) · Watch on YouTube

youtube_video ck_Vy5qHXDQ · row ck_Vy5qHXDQ

LAION-DISCO-12M

Wake_up

Listed as Royce Da 5'9" – Wake_up (The Bar Exam 4) · Watch on YouTube

youtube_video d-An4fg1xds · row d-An4fg1xds

LAION-DISCO-12M

Where My Money

Listed as Royce Da 5'9" – Where My Money (Success is Certain) · Watch on YouTube

youtube_video gKsmo6OUOqo · row gKsmo6OUOqo

LAION-DISCO-12M

Airplanes

Listed as Royce da 5'9" – Airplanes (Bar Exam 3 (The Most Interesting Man)) · Watch on YouTube

youtube_video ldGBhqFz8Ik · row ldGBhqFz8Ik

LAION-DISCO-12M

Security

Listed as Royce Da 5'9" – Security (Success is Certain) · Watch on YouTube

youtube_video oJflZRckSHU · row oJflZRckSHU

LAION-DISCO-12M

My Friend

Listed as Royce Da 5'9" – My Friend (Rock City) · Watch on YouTube

youtube_video pHBdPPDgzn0 · row pHBdPPDgzn0

LAION-DISCO-12M

Bomb 1st

Listed as Royce Da 5'9" – Bomb 1st (Death Is Certain) · Watch on YouTube

youtube_video rgHPxtEoROA · row rgHPxtEoROA

LAION-DISCO-12M

Shine

Listed as Royce Da 5'9'' – Shine (Layers) · Watch on YouTube

youtube_video rvF0oJM7ph0 · row rvF0oJM7ph0

LAION-DISCO-12M

Wisdom

Listed as Royce Da 5'9" – Wisdom (The Bar Exam 4) · Watch on YouTube

youtube_video tvoIhvO0Wck · row tvoIhvO0Wck

LAION-DISCO-12M

Writer's Block (DJ Premier Remix) (feat. Eminem & DJ Premier)

Listed as Royce Da 5'9" – Writer's Block (DJ Premier Remix) (feat. Eminem & DJ Premier) (Success is Certain) · Watch on YouTube

youtube_video us39A_ruhXI · row us39A_ruhXI

LAION-DISCO-12M

I Promise

Listed as Royce Da 5'9" – I Promise (Death Is Certain) · Watch on YouTube

youtube_video w4nrgS0gJ1U · row w4nrgS0gJ1U

LAION-DISCO-12M

Gangsta

Listed as Royce Da 5'9" – Gangsta (Death Is Certain) · Watch on YouTube

youtube_video wLYkIE0WhRg · row wLYkIE0WhRg

LAION-DISCO-12M

I've Been up I've Been Down

Listed as Royce Da 5'9" – I've Been up I've Been Down (Success is Certain) · Watch on YouTube

youtube_video y6eEh5-z1yE · row y6eEh5-z1yE

LAION-DISCO-12M

Ding! (Street) (feat. DJ Premier)

Listed as Royce Da 59 – Ding! (Street) (feat. DJ Premier) (Hit 'Em / Ding!) · Watch on YouTube

youtube_video yuVjTkPCaHk · row yuVjTkPCaHk

LAION-DISCO-12M

Outside (feat. Marsha Ambrosius & Robert Glasper)

Listed as Royce Da 5'9" – Outside (feat. Marsha Ambrosius & Robert Glasper) (Book of Ryan (Bonus Track Edition)) · Watch on YouTube

youtube_video zJz1gLvi6W0 · row zJz1gLvi6W0

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.