Yes. Nitty Scott has 102 songs listed in a dataset used to train AI music models.

Used for training 102

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 FAF (feat. Paris Jones), Angelita (SaQi Remix), AllHipHop Radio Freestyle 2

Listed under the artist name 102 songs in LAION-DISCO-12M

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

FAF (feat. Paris Jones)

Listed as Nitty Scott – FAF (feat. Paris Jones) (The Cassette Chronicles) · Watch on YouTube

youtube_video 0DSik9eMyqY · row 0DSik9eMyqY

LAION-DISCO-12M

Angelita (SaQi Remix)

Listed as The Polish Ambassador, Nitty Scott – Angelita (SaQi Remix) (7) · Watch on YouTube

youtube_video 0zHpv_4UIOk · row 0zHpv_4UIOk

LAION-DISCO-12M

AllHipHop Radio Freestyle 2

Listed as Nitty Scott – AllHipHop Radio Freestyle 2 (The Cassette Chronicles) · Watch on YouTube

youtube_video 1Rctui2CViU · row 1Rctui2CViU

LAION-DISCO-12M

Princess Celestia (feat. Rajib Karmakar)

Listed as Nitty Scott – Princess Celestia (feat. Rajib Karmakar) (The Art of Chill) · Watch on YouTube

youtube_video 2coicNS3Io0 · row 2coicNS3Io0

LAION-DISCO-12M

Coquí Song

Listed as Nitty Scott – Coquí Song (Creature!) · Watch on YouTube

youtube_video 3RtQd2dUUq4 · row 3RtQd2dUUq4

LAION-DISCO-12M

Here I Am

Listed as Nitty Scott – Here I Am (The Cassette Chronicles) · Watch on YouTube

youtube_video 4tBqwTQfaSo · row 4tBqwTQfaSo

LAION-DISCO-12M

You're My Favorite (feat. Tiara Wiles)

Listed as Nitty Scott – You're My Favorite (feat. Tiara Wiles) (The Boombox Diaries Vol. 1 EP) · Watch on YouTube

youtube_video 5RFWgq3b5ZA · row 5RFWgq3b5ZA

LAION-DISCO-12M

Luv My Life

Listed as Nitty Scott – Luv My Life (The Cassette Chronicles) · Watch on YouTube

youtube_video 5evP_8jQ0r4 · row 5evP_8jQ0r4

LAION-DISCO-12M

Legends of the Game (Golden Era)

Listed as Nitty Scott – Legends of the Game (Golden Era) (The Cassette Chronicles) · Watch on YouTube

youtube_video 6ehSCk0vuaw · row 6ehSCk0vuaw

LAION-DISCO-12M

The Frightening Parts

Listed as Nitty Scott – The Frightening Parts (Jiggy Mami) · Watch on YouTube

youtube_video 85jWIqPmeIE · row 85jWIqPmeIE

LAION-DISCO-12M

A Beautiful Struggle (feat. Soul Khan & Akie Bermiss)

Listed as Nitty Scott – A Beautiful Struggle (feat. Soul Khan & Akie Bermiss) (The Boombox Diaries Vol. 1 EP) · Watch on YouTube

youtube_video 8F8hqf9-_dQ · row 8F8hqf9-_dQ

LAION-DISCO-12M

We Are One

Listed as Nitty Scott, MC, Large Professor, Loading – We Are One (We Are One) · Watch on YouTube

youtube_video 8JBTRSzclcE · row 8JBTRSzclcE

LAION-DISCO-12M

Walk Like a Duck

Listed as Nitty Scott – Walk Like a Duck (Doobies x Popsicle Sticks) · Watch on YouTube

youtube_video 8JmKn83ZtMk · row 8JmKn83ZtMk

LAION-DISCO-12M

To Tomorrow (feat. Najee)

Listed as Nitty Scott – To Tomorrow (feat. Najee) (The Cassette Chronicles) · Watch on YouTube

youtube_video A5gfrtsiIO4 · row A5gfrtsiIO4

LAION-DISCO-12M

H.O.T.

Listed as Nitty Scott – H.O.T. (The Boombox Diaries Vol. 1 EP) · Watch on YouTube

youtube_video CVjXxl_Hrcw · row CVjXxl_Hrcw

LAION-DISCO-12M

IllumiNITTY

Listed as Nitty Scott – IllumiNITTY (The Boombox Diaries Vol. 1 EP) · Watch on YouTube

youtube_video EMdfz8WpcSQ · row EMdfz8WpcSQ

LAION-DISCO-12M

Hereditary

Listed as Nitty Scott – Hereditary (Jiggy Mami) · Watch on YouTube

youtube_video EoRSaeamK8M · row EoRSaeamK8M

LAION-DISCO-12M

Down With the King 2011 (feat. Tanya Morgan & 6th Sense)

Listed as Nitty Scott – Down With the King 2011 (feat. Tanya Morgan & 6th Sense) (Doobies x Popsicle Sticks) · Watch on YouTube

youtube_video FsLyN5UQzUM · row FsLyN5UQzUM

LAION-DISCO-12M

Is This Thing On (feat. Outasight)

Listed as Nitty Scott – Is This Thing On (feat. Outasight) (The Cassette Chronicles) · Watch on YouTube

youtube_video MBxQHmPTF5c · row MBxQHmPTF5c

LAION-DISCO-12M

Trabajando

Listed as Ceddy P, Nitty Scott – Trabajando (Trabajando) · Watch on YouTube

youtube_video MtEkRVj1fuI · row MtEkRVj1fuI

LAION-DISCO-12M

Sun-Kissed (feat. Moe Isaac)

Listed as Nitty Scott – Sun-Kissed (feat. Moe Isaac) (Doobies x Popsicle Sticks) · Watch on YouTube

youtube_video MvzkEbd_EHY · row MvzkEbd_EHY

LAION-DISCO-12M

Tell Somebody (feat. Mike Maven)

Listed as Nitty Scott – Tell Somebody (feat. Mike Maven) (Doobies x Popsicle Sticks) · Watch on YouTube

youtube_video PG7gF_FR0Xk · row PG7gF_FR0Xk

LAION-DISCO-12M

So Hot/So Cold

Listed as R/E, Nitty Scott – So Hot/So Cold (The Rhymer/Educator Project) · Watch on YouTube

youtube_video QgIRmPLCGSk · row QgIRmPLCGSk

LAION-DISCO-12M

FeminiNITTY

Listed as Nitty Scott – FeminiNITTY (Doobies x Popsicle Sticks) · Watch on YouTube

youtube_video RA5v3Kxuppw · row RA5v3Kxuppw

LAION-DISCO-12M

Planes, Trains & Automobiles

Listed as Nitty Scott – Planes, Trains & Automobiles (The Boombox Diaries Vol. 1 EP) · Watch on YouTube

youtube_video RMPg2ZwzJhQ · row RMPg2ZwzJhQ

LAION-DISCO-12M

Thought It Was

Listed as Nitty Scott – Thought It Was (Jiggy Mami) · Watch on YouTube

youtube_video R_6mVOY__5g · row R_6mVOY__5g

LAION-DISCO-12M

Broken Savior

Listed as Nitty Scott – Broken Savior (Jiggy Mami) · Watch on YouTube

youtube_video Say68kVBIvk · row Say68kVBIvk

LAION-DISCO-12M

It's Just Us (feat. Donwill)

Listed as Nitty Scott – It's Just Us (feat. Donwill) (The Cassette Chronicles) · Watch on YouTube

youtube_video TjaTelG5M2U · row TjaTelG5M2U

LAION-DISCO-12M

$pace Cowgirl

Listed as Nitty Scott – $pace Cowgirl (Jiggy Mami) · Watch on YouTube

youtube_video U3rIe7qc6RY · row U3rIe7qc6RY

LAION-DISCO-12M

Hieroglyphics

Listed as Nitty Scott – Hieroglyphics (Hieroglyphics) · Watch on YouTube

youtube_video USmSZ7XUZN0 · row USmSZ7XUZN0

LAION-DISCO-12M

Strangers (feat. Nitty Scott)

Listed as Nitty Scott, Kinetics, One Love & Kinetics & One Love – Strangers (feat. Nitty Scott) (You Are Not Alone) · Watch on YouTube

youtube_video UtzOvnFl7dM · row UtzOvnFl7dM

LAION-DISCO-12M

Gettin' Outta the City

Listed as The Polish Ambassador, Nitty Scott – Gettin' Outta the City (7) · Watch on YouTube

youtube_video VErzXS5Mi2Y · row VErzXS5Mi2Y

LAION-DISCO-12M

Walk Like a Duck

Listed as Nitty Scott – Walk Like a Duck (Doobies x Popsicle Sticks) · Watch on YouTube

youtube_video Vc0urMwcrUA · row Vc0urMwcrUA

LAION-DISCO-12M

I'm Sawwy

Listed as Nitty Scott – I'm Sawwy (Jiggy Mami) · Watch on YouTube

youtube_video WRxuDqE9foE · row WRxuDqE9foE

LAION-DISCO-12M

Tell Somebody (feat. Mike Maven)

Listed as Nitty Scott – Tell Somebody (feat. Mike Maven) (Doobies x Popsicle Sticks) · Watch on YouTube

youtube_video biGAskEONCo · row biGAskEONCo

LAION-DISCO-12M

Concrete Roses

Listed as Nitty Scott – Concrete Roses (The Boombox Diaries Vol. 1 EP) · Watch on YouTube

youtube_video cyzpOHjxTkg · row cyzpOHjxTkg

LAION-DISCO-12M

Wilkinson County Wildcats

Listed as Nitty Scott – Wilkinson County Wildcats (Jiggy Mami) · Watch on YouTube

youtube_video e7djtOZcx90 · row e7djtOZcx90

LAION-DISCO-12M

Like a Prayer

Listed as J57 feat. Nitty Scott & MC, Nitty Scott, MC – Like a Prayer (The Ports) · Watch on YouTube

youtube_video eKtnz68ZXAc · row eKtnz68ZXAc

LAION-DISCO-12M

Coquí Song

Listed as Nitty Scott – Coquí Song (Creature!) · Watch on YouTube

youtube_video esiUGL7neMw · row esiUGL7neMw

LAION-DISCO-12M

Get Twisted

Listed as Nitty Scott – Get Twisted (Jiggy Mami) · Watch on YouTube

youtube_video hsqewRwd1w0 · row hsqewRwd1w0

LAION-DISCO-12M

Buddhaveli (NahlmaStay)

Listed as Nitty Scott – Buddhaveli (NahlmaStay) (Buddhaveli (NahlmaStay)) · Watch on YouTube

youtube_video jQhZ2n0KzI8 · row jQhZ2n0KzI8

LAION-DISCO-12M

Outside

Listed as Andy Van Pop, Nitty Scott – Outside (Outside) · Watch on YouTube

youtube_video jdvaJKmm2ks · row jdvaJKmm2ks

LAION-DISCO-12M

Return to Indigo (feat. Rajib Karmakar)

Listed as Nitty Scott – Return to Indigo (feat. Rajib Karmakar) (The Art of Chill) · Watch on YouTube

youtube_video ko2Pksy0rqU · row ko2Pksy0rqU

LAION-DISCO-12M

No Standing Here

Listed as Nitty Scott – No Standing Here (The Boombox Diaries Vol. 1 EP) · Watch on YouTube

youtube_video pOf1usHvV8Y · row pOf1usHvV8Y

LAION-DISCO-12M

Bullshit Rap

Listed as Nitty Scott – Bullshit Rap (Doobies x Popsicle Sticks) · Watch on YouTube

youtube_video qQrOUoCptxU · row qQrOUoCptxU

LAION-DISCO-12M

No Standing Here (Snippet)

Listed as Nitty Scott – No Standing Here (Snippet) (The Cassette Chronicles) · Watch on YouTube

youtube_video vWzBP9M2mqY · row vWzBP9M2mqY

LAION-DISCO-12M

Dear Diary (feat. Meagan McNeal)

Listed as Nitty Scott – Dear Diary (feat. Meagan McNeal) (The Boombox Diaries Vol. 1 EP) · Watch on YouTube

youtube_video wa6ggwU86AM · row wa6ggwU86AM

LAION-DISCO-12M

Danger - Remix (feat. ALEXANDRA STAN)

Listed as Andrei The Vampire, Nitty Scott, RDGLDGRN – Danger - Remix (feat. ALEXANDRA STAN) (Danger Remix) · Watch on YouTube

youtube_video xeboysxYrYk · row xeboysxYrYk

LAION-DISCO-12M

Auntie Maria's Crib RMX (feat. Action Bronson & The Kid Daytona)

Listed as Nitty Scott – Auntie Maria's Crib RMX (feat. Action Bronson & The Kid Daytona) (The Boombox Diaries Vol. 1 EP) · Watch on YouTube

youtube_video xodAM9OYv8o · row xodAM9OYv8o

LAION-DISCO-12M

Bag Lady 2.0

Listed as Nitty Scott – Bag Lady 2.0 (Jiggy Mami) · Watch on YouTube

youtube_video zamrwXI0Mos · row zamrwXI0Mos

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.