Yes. DJ.Fresh has 223 songs listed in a dataset used to train AI music models.

Used for training 223

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 Easy Hard (feat. Guapdad 4000), The Stars Tonite (feat. Stalley, CXLD SPEECH & Rexx Life Raj), Niggas From California

Listed under the artist name 223 songs in LAION-DISCO-12M

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

Easy Hard (feat. Guapdad 4000)

Listed as DJ.Fresh, Curren$y – Easy Hard (feat. Guapdad 4000) (The Tonite Show With Curren$y) · Watch on YouTube

youtube_video -Sjaie3cOPQ · row -Sjaie3cOPQ

LAION-DISCO-12M

The Stars Tonite (feat. Stalley, CXLD SPEECH & Rexx Life Raj)

Listed as DJ.Fresh – The Stars Tonite (feat. Stalley, CXLD SPEECH & Rexx Life Raj) (The Tonite Show) · Watch on YouTube

youtube_video 01jEf96oxCw · row 01jEf96oxCw

LAION-DISCO-12M

Niggas From California

Listed as DJ.Fresh – Niggas From California (Late Night Freeway Vibez 4) · Watch on YouTube

youtube_video 0ycvMxThmmI · row 0ycvMxThmmI

LAION-DISCO-12M

I need a plug

Listed as J. Stalin, DJ.Fresh – I need a plug (The Real World 6) · Watch on YouTube

youtube_video 1CyuTWl3e1o · row 1CyuTWl3e1o

LAION-DISCO-12M

Welcome To The Tonite Show (feat. Lil B)

Listed as DJ.Fresh – Welcome To The Tonite Show (feat. Lil B) (The Tonite Show) · Watch on YouTube

youtube_video 3oTiQ9GQq7U · row 3oTiQ9GQq7U

LAION-DISCO-12M

Playin Wit Fire (feat. Philthy Rich & Shady Nate)

Listed as J-Stalin, Dj.Fresh – Playin Wit Fire (feat. Philthy Rich & Shady Nate) (The Real World Trilogy) · Watch on YouTube

youtube_video 4ANPHiJBQ2o · row 4ANPHiJBQ2o

LAION-DISCO-12M

Banga Dance

Listed as J-Stalin, Dj.Fresh – Banga Dance (The Real World Trilogy) · Watch on YouTube

youtube_video 60He0s_t20I · row 60He0s_t20I

LAION-DISCO-12M

Must Be A Mix Up

Listed as DJ.Fresh – Must Be A Mix Up (Late Night Freeway Vibez, Vol. 1) · Watch on YouTube

youtube_video 7-2LUyAWSR0 · row 7-2LUyAWSR0

LAION-DISCO-12M

Kinda Close

Listed as J. Stalin, DJ.Fresh – Kinda Close (The Real World 6) · Watch on YouTube

youtube_video 7Ga2sLn7f0Q · row 7Ga2sLn7f0Q

LAION-DISCO-12M

Stay G About It

Listed as DJ.Fresh – Stay G About It (Late Night Freeway Vibez 4) · Watch on YouTube

youtube_video 7kN4fqQDOjs · row 7kN4fqQDOjs

LAION-DISCO-12M

Dopegame (feat. LiL Blood & L'Jay)

Listed as J-Stalin, Dj.Fresh – Dopegame (feat. LiL Blood & L'Jay) (The Real World Trilogy) · Watch on YouTube

youtube_video B96r85Fq5XU · row B96r85Fq5XU

LAION-DISCO-12M

Dogg House

Listed as J. Stalin, DJ.Fresh – Dogg House (The Real World 6) · Watch on YouTube

youtube_video BQ10kLnRc9U · row BQ10kLnRc9U

LAION-DISCO-12M

Nightmare On 10th St.

Listed as J. Stalin, DJ.Fresh – Nightmare On 10th St. (Miracle & Nightmare On 10th Street (Deluxe Edition)) · Watch on YouTube

youtube_video ELgxM7QtGfU · row ELgxM7QtGfU

LAION-DISCO-12M

Fresh VSM (feat. Diviniti & Kev Choice)

Listed as DJ.Fresh – Fresh VSM (feat. Diviniti & Kev Choice) (Late Night Freeway Vibez, Vol. 1) · Watch on YouTube

youtube_video FbPq1goDvuc · row FbPq1goDvuc

LAION-DISCO-12M

The Hardest In The Bay

Listed as Dj.Fresh, Dlo – The Hardest In The Bay (The Tonite Show The Album) · Watch on YouTube

youtube_video IL7NNi76n38 · row IL7NNi76n38

LAION-DISCO-12M

Easy Pleaser

Listed as DJ.Fresh – Easy Pleaser (Make The Song Cry 12) · Watch on YouTube

youtube_video J69X2dWyQ6c · row J69X2dWyQ6c

LAION-DISCO-12M

A Mob Wife

Listed as DJ.Fresh & DJ Idea – A Mob Wife (Fresh Idea : The Mob Vibes (Beat Tape)) · Watch on YouTube

youtube_video J9kNNFk_z78 · row J9kNNFk_z78

LAION-DISCO-12M

On The Run (feat. Ramirez)

Listed as DJ.Fresh – On The Run (feat. Ramirez) (The Tonite Show) · Watch on YouTube

youtube_video LjbQOWNPquA · row LjbQOWNPquA

LAION-DISCO-12M

Can't Stay

Listed as Dj.Fresh, J Stalin – Can't Stay (The Tonite Show The Album) · Watch on YouTube

youtube_video M2aGOzREucU · row M2aGOzREucU

LAION-DISCO-12M

Groovy AF

Listed as DJ.Fresh – Groovy AF (The Laser Disc Vibes) · Watch on YouTube

youtube_video O4cKZP0EcIk · row O4cKZP0EcIk

LAION-DISCO-12M

100

Listed as Rich The Factor, DJ.Fresh – 100 (The Tonite Show With Rich The Factor) · Watch on YouTube

youtube_video Pqx8_B84PAo · row Pqx8_B84PAo

LAION-DISCO-12M

Bust Thru The Ceiling

Listed as Rich The Factor, DJ.Fresh – Bust Thru The Ceiling (The Tonite Show With Rich The Factor) · Watch on YouTube

youtube_video Tgek7k2yU-M · row Tgek7k2yU-M

LAION-DISCO-12M

Allergic to the Paper, Pt. 2

Listed as J. Stalin, DJ.Fresh – Allergic to the Paper, Pt. 2 (The Real World 5) · Watch on YouTube

youtube_video TsYYg0laVwo · row TsYYg0laVwo

LAION-DISCO-12M

Draft (feat. Sonnyblack)

Listed as J-Stalin, Dj.Fresh – Draft (feat. Sonnyblack) (The Real World Trilogy) · Watch on YouTube

youtube_video Tw5SG6F8M3A · row Tw5SG6F8M3A

LAION-DISCO-12M

What's That All About (feat. LaRussell)

Listed as DJ.Fresh – What's That All About (feat. LaRussell) (The Tonite Show) · Watch on YouTube

youtube_video VV_pQiw4ztg · row VV_pQiw4ztg

LAION-DISCO-12M

Candy Coated (feat. Deltrice)

Listed as DJ.Fresh – Candy Coated (feat. Deltrice) (The Tonite Show) · Watch on YouTube

youtube_video Vu4J-S1_Zpg · row Vu4J-S1_Zpg

LAION-DISCO-12M

Pimpin'

Listed as DJ.Fresh – Pimpin' (The Best of the Tonite Show) · Watch on YouTube

youtube_video WLqwyuJ1-wY · row WLqwyuJ1-wY

LAION-DISCO-12M

Big Boy Numbers

Listed as Rich The Factor, DJ.Fresh – Big Boy Numbers (The Tonite Show With Rich The Factor) · Watch on YouTube

youtube_video WjqS7JZ3_w4 · row WjqS7JZ3_w4

LAION-DISCO-12M

Sauce Mode

Listed as DJ.Fresh – Sauce Mode (Late Night Freeway Vibez 4) · Watch on YouTube

youtube_video XDmraHrw8Bo · row XDmraHrw8Bo

LAION-DISCO-12M

White Party

Listed as Rich The Factor, DJ.Fresh – White Party (The Tonite Show With Rich The Factor) · Watch on YouTube

youtube_video XwSVsGZWieY · row XwSVsGZWieY

LAION-DISCO-12M

He Hatin' (feat. Chippass, P-Lo & Iamsu!)

Listed as DJ.Fresh – He Hatin' (feat. Chippass, P-Lo & Iamsu!) (The Tonite Show) · Watch on YouTube

youtube_video _akS3mwvv_M · row _akS3mwvv_M

LAION-DISCO-12M

Cannabis Club, Pt. 3

Listed as J. Stalin, DJ.Fresh – Cannabis Club, Pt. 3 (The Real World 5) · Watch on YouTube

youtube_video b28StnHswlw · row b28StnHswlw

LAION-DISCO-12M

Be Aware (feat. Anthony Danza)

Listed as DJ.Fresh – Be Aware (feat. Anthony Danza) (The Tonite Show) · Watch on YouTube

youtube_video d9ml81Szyhs · row d9ml81Szyhs

LAION-DISCO-12M

Sell My Coke

Listed as DJ.Fresh – Sell My Coke (The Best of the Tonite Show) · Watch on YouTube

youtube_video fnQ7UeMeWqU · row fnQ7UeMeWqU

LAION-DISCO-12M

Radio I Like It Loud

Listed as DJ.Fresh, Foley Beats – Radio I Like It Loud (48 Hrs) · Watch on YouTube

youtube_video hQ31VizNjFw · row hQ31VizNjFw

LAION-DISCO-12M

Cruising 70 mph at 1AM

Listed as DJ.Fresh – Cruising 70 mph at 1AM (Late Night Freeway Vibez, Vol. 2) · Watch on YouTube

youtube_video kTqRP-2y4s8 · row kTqRP-2y4s8

LAION-DISCO-12M

The Tonite Show With Curren$y

Listed as DJ.Fresh, Curren$y – The Tonite Show With Curren$y (The Tonite Show With Curren$y) · Watch on YouTube

youtube_video l07SsAMHMxo · row l07SsAMHMxo

LAION-DISCO-12M

Niagara Falls

Listed as DJ.Fresh – Niagara Falls (Late Night Freeway Vibez 4) · Watch on YouTube

youtube_video muQyThV4jfw · row muQyThV4jfw

LAION-DISCO-12M

Black Card

Listed as Rich The Factor, DJ.Fresh – Black Card (The Tonite Show With Rich The Factor) · Watch on YouTube

youtube_video nJQSLr5vOYo · row nJQSLr5vOYo

LAION-DISCO-12M

The Definition of Gas

Listed as DJ.Fresh – The Definition of Gas (The Best of the Tonite Show) · Watch on YouTube

youtube_video nqjFzYS1lXQ · row nqjFzYS1lXQ

LAION-DISCO-12M

You Already Know Doe

Listed as DJ.Fresh – You Already Know Doe (The Best of the Tonite Show) · Watch on YouTube

youtube_video rUrxn9XNyU4 · row rUrxn9XNyU4

LAION-DISCO-12M

Say Less (feat. Rich The Factor, Young Doe & J. Stalin)

Listed as DJ.Fresh – Say Less (feat. Rich The Factor, Young Doe & J. Stalin) (The Tonite Show) · Watch on YouTube

youtube_video soKVhMoN-y8 · row soKVhMoN-y8

LAION-DISCO-12M

Really Bout It Bout It

Listed as J. Stalin, DJ.Fresh – Really Bout It Bout It (The Real World 6) · Watch on YouTube

youtube_video vBC-0tb_cQ0 · row vBC-0tb_cQ0

LAION-DISCO-12M

Burning Rubber

Listed as Rich The Factor, DJ.Fresh – Burning Rubber (The Tonite Show With Rich The Factor) · Watch on YouTube

youtube_video veM262pi5ZY · row veM262pi5ZY

LAION-DISCO-12M

Bad Onna Bish

Listed as J. Stalin, DJ.Fresh – Bad Onna Bish (The Real World 5) · Watch on YouTube

youtube_video vxdkwJxMO-U · row vxdkwJxMO-U

LAION-DISCO-12M

Doin Too Much (feat. Jane Handcock)

Listed as DJ.Fresh – Doin Too Much (feat. Jane Handcock) (The Tonite Show) · Watch on YouTube

youtube_video x5OwphvFgJc · row x5OwphvFgJc

LAION-DISCO-12M

F#ck You Part 2

Listed as J. Stalin, DJ.Fresh – F#ck You Part 2 (Miracle & Nightmare On 10th Street (Deluxe Edition)) · Watch on YouTube

youtube_video xJ5jg_pKZpk · row xJ5jg_pKZpk

LAION-DISCO-12M

Streesed Out

Listed as DJ.Fresh – Streesed Out (The Best of the Tonite Show) · Watch on YouTube

youtube_video yHsceW-2e7M · row yHsceW-2e7M

LAION-DISCO-12M

You Thought U had me

Listed as DJ.Fresh – You Thought U had me (Late Night Freeway Vibez 4) · Watch on YouTube

youtube_video yXWQI8oEYq8 · row yXWQI8oEYq8

LAION-DISCO-12M

Belongs To The Streets (feat. Watts Homie Quan, Deja Carter, Nef The Pharaoh & Mistah F.A.B.)

Listed as DJ.Fresh – Belongs To The Streets (feat. Watts Homie Quan, Deja Carter, Nef The Pharaoh & Mistah F.A.B.) (The Tonite Show) · Watch on YouTube

youtube_video z2tGYaB5ih4 · row z2tGYaB5ih4

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.