Yes. Fre$H has 134 songs listed in a dataset used to train AI music models.

Used for training 134

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 Petty (feat. 2 Chainz & 50 Cent), Masked Killa (feat. Mike Zombie), Fly Function

Listed under the artist name 134 songs in LAION-DISCO-12M

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

Petty (feat. 2 Chainz & 50 Cent)

Listed as Fre$h – Petty (feat. 2 Chainz & 50 Cent) (Petty) · Watch on YouTube

youtube_video -4E9f5qO_7k · row -4E9f5qO_7k

LAION-DISCO-12M

Masked Killa (feat. Mike Zombie)

Listed as Fre$H – Masked Killa (feat. Mike Zombie) (Masked Killa) · Watch on YouTube

youtube_video 0fKlzI04dqM · row 0fKlzI04dqM

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Fly Function

Listed as Fre$h – Fly Function (Southern Flame Spitta 5) · Watch on YouTube

youtube_video 1LUB75uMEJM · row 1LUB75uMEJM

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You Know I'm Fresh (feat. Bun B)

Listed as Fre$h – You Know I'm Fresh (feat. Bun B) (Southern Flame Spitta 5) · Watch on YouTube

youtube_video 2C1hEOlyFfs · row 2C1hEOlyFfs

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Outerspace (feat. MC Beezy & Squalla)

Listed as FRE$H – Outerspace (feat. MC Beezy & Squalla) (frēsh•ism) · Watch on YouTube

youtube_video 2eTKeq-PLds · row 2eTKeq-PLds

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Bout It

Listed as Fre$h – Bout It (Southern Flame Spitta 5) · Watch on YouTube

youtube_video 2gbA37RdAmA · row 2gbA37RdAmA

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Come Here

Listed as FRE$H – Come Here (March Madness 5) · Watch on YouTube

youtube_video 4yWOfe-TL_M · row 4yWOfe-TL_M

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TOO BUSY

Listed as Fre$H – TOO BUSY (Drank Sinatra & The Scripts) · Watch on YouTube

youtube_video 5jeczKvL8Yo · row 5jeczKvL8Yo

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OWN SHYT (feat. a-holla)

Listed as Fre$H – OWN SHYT (feat. a-holla) (Drank Sinatra & The Scripts) · Watch on YouTube

youtube_video 6F_g5LO0rCw · row 6F_g5LO0rCw

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Halftime

Listed as FRE$H – Halftime (March Madness 5) · Watch on YouTube

youtube_video 76EjO8YUnds · row 76EjO8YUnds

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SMOKE SOMETHIN (feat. Chris Plenty)

Listed as Fre$H – SMOKE SOMETHIN (feat. Chris Plenty) (Drank Sinatra & The Scripts) · Watch on YouTube

youtube_video 81kPIXcloLY · row 81kPIXcloLY

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Talk About It

Listed as FRE$H – Talk About It (REFRESHMENTS) · Watch on YouTube

youtube_video 83TwXBmgFPc · row 83TwXBmgFPc

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Thug Lyfe

Listed as Fre$h – Thug Lyfe (Southern Flame Spitta 5) · Watch on YouTube

youtube_video 8LKN6nhmceU · row 8LKN6nhmceU

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GANG'NEM

Listed as Ab-Soul, Fre$H – GANG'NEM (HERBERT) · Watch on YouTube

youtube_video 8juIQSIwAnk · row 8juIQSIwAnk

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Balance

Listed as FRE$H – Balance (frēsh•ism) · Watch on YouTube

youtube_video BfYNF0m3r4M · row BfYNF0m3r4M

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Paul Masson (feat. Wiz Khalifa)

Listed as Fre$h – Paul Masson (feat. Wiz Khalifa) (Paul Masson (feat. Wiz Khalifa)) · Watch on YouTube

youtube_video CYU35uW6k2A · row CYU35uW6k2A

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Pray 2 God

Listed as Fre$h – Pray 2 God (Southern Flame Spitta 5) · Watch on YouTube

youtube_video DFr3NuryezY · row DFr3NuryezY

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Intro (CLOSER)

Listed as Fre$H – Intro (CLOSER) (Drank Sinatra & The Scripts) · Watch on YouTube

youtube_video DqlsnVakicM · row DqlsnVakicM

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Freaky Tales

Listed as Fre$h – Freaky Tales (Southern Flame Spitta Vol. 4) · Watch on YouTube

youtube_video K_sTKq-i6og · row K_sTKq-i6og

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FaceTime

Listed as FRE$H – FaceTime (FaceTime) · Watch on YouTube

youtube_video MQpV-UAlTBk · row MQpV-UAlTBk

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One Deep (feat. RL)

Listed as FRE$H – One Deep (feat. RL) (March Madness 4 - EP) · Watch on YouTube

youtube_video MQyJs2h_haE · row MQyJs2h_haE

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P.O.C.

Listed as FRE$H – P.O.C. (frēsh•ism) · Watch on YouTube

youtube_video Pe8jKnjgHa8 · row Pe8jKnjgHa8

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The Macc

Listed as Fre$h – The Macc (Southern Flame Spitta 5) · Watch on YouTube

youtube_video QoTHRWv61d0 · row QoTHRWv61d0

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DA LYFE

Listed as Fre$H – DA LYFE (Drank Sinatra & The Scripts) · Watch on YouTube

youtube_video RV4EHlU3wXQ · row RV4EHlU3wXQ

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Lil Drumma Boy (feat. K'Ron)

Listed as FRE$H – Lil Drumma Boy (feat. K'Ron) (frēsh•ism) · Watch on YouTube

youtube_video S-nlofAUzd0 · row S-nlofAUzd0

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I Done Got Lit

Listed as FRE$H – I Done Got Lit (March Madness 5) · Watch on YouTube

youtube_video XJy5bG1-GCc · row XJy5bG1-GCc

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Stop Playing (feat. Chris Brown)

Listed as FRE$H – Stop Playing (feat. Chris Brown) (Stop Playing (feat. Chris Brown)) · Watch on YouTube

youtube_video Zpt1N7by2iY · row Zpt1N7by2iY

LAION-DISCO-12M

OLD CHICC (feat. Dorrough Music)

Listed as Fre$H – OLD CHICC (feat. Dorrough Music) (Drank Sinatra & The Scripts) · Watch on YouTube

youtube_video _RxMAF8xOok · row _RxMAF8xOok

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Fresh and Clean

Listed as Fre$h – Fresh and Clean (Southern Flame Spitta 5) · Watch on YouTube

youtube_video bN6W93d3RdE · row bN6W93d3RdE

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Had to Sell Dope

Listed as FRE$H – Had to Sell Dope (REFRESHMENTS) · Watch on YouTube

youtube_video chAxLnbGgq4 · row chAxLnbGgq4

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Let Me Hit (feat. Tyga & Lil Wayne)

Listed as Fre$h – Let Me Hit (feat. Tyga & Lil Wayne) (Fresh Muzik Vol. 1) · Watch on YouTube

youtube_video dN8hsnhnKr8 · row dN8hsnhnKr8

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Exotic

Listed as Fre$h – Exotic (Drop Barz) · Watch on YouTube

youtube_video df-kfKl8hMI · row df-kfKl8hMI

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Delta

Listed as FRE$H – Delta (March Madness 5) · Watch on YouTube

youtube_video eKTbyFnH0Fw · row eKTbyFnH0Fw

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DON'T SAVE HER

Listed as Fre$H – DON'T SAVE HER (Drank Sinatra & The Scripts) · Watch on YouTube

youtube_video eRIS-HrsKRA · row eRIS-HrsKRA

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Gettin Cash Era (feat. MC Beezy)

Listed as Fre$h – Gettin Cash Era (feat. MC Beezy) (Southern Flame Spitta 5) · Watch on YouTube

youtube_video fKSUQy_QLCA · row fKSUQy_QLCA

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GROOVEY (feat. MC Beezy)

Listed as Fre$H – GROOVEY (feat. MC Beezy) (Drank Sinatra & The Scripts) · Watch on YouTube

youtube_video fXBfG_Vm_bs · row fXBfG_Vm_bs

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Inflation/D.A.W.G

Listed as FRE$H – Inflation/D.A.W.G (REFRESHMENTS) · Watch on YouTube

youtube_video g9mrzz9w7xA · row g9mrzz9w7xA

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FEEL GOOD (feat. Chris Plenty)

Listed as Fre$H – FEEL GOOD (feat. Chris Plenty) (Drank Sinatra & The Scripts) · Watch on YouTube

youtube_video hsgSLeRSNlU · row hsgSLeRSNlU

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UGK

Listed as FRE$H – UGK (REFRESHMENTS) · Watch on YouTube

youtube_video kN0b1IXl5sI · row kN0b1IXl5sI

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Dopeboyz & Strippaz (feat. Cik)

Listed as Fre$h – Dopeboyz & Strippaz (feat. Cik) (Southern Flame Spitta 5) · Watch on YouTube

youtube_video lS9H6HQcNdI · row lS9H6HQcNdI

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For Me (feat. Kap G)

Listed as FRE$H – For Me (feat. Kap G) (frēsh•ism) · Watch on YouTube

youtube_video mU4JGuSd8Lo · row mU4JGuSd8Lo

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DRONE

Listed as FRE$H – DRONE (REFRESHMENTS) · Watch on YouTube

youtube_video mo8ap0Gi8Ig · row mo8ap0Gi8Ig

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Fantastic (feat. Ab-Soul)

Listed as Fre$h – Fantastic (feat. Ab-Soul) (Southern Flame Spitta 5) · Watch on YouTube

youtube_video pVIn5IVfSgE · row pVIn5IVfSgE

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Chrome Lady

Listed as FRE$H – Chrome Lady (March Madness 4 - EP) · Watch on YouTube

youtube_video qNmWqK6Lwbs · row qNmWqK6Lwbs

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ADDICTION (feat. Ab-Soul)

Listed as Fre$H – ADDICTION (feat. Ab-Soul) (Drank Sinatra & The Scripts) · Watch on YouTube

youtube_video wdWXTqzPxrA · row wdWXTqzPxrA

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Send Nudes (feat. Wiz Khalifa & Teddy Riley)

Listed as FRE$H – Send Nudes (feat. Wiz Khalifa & Teddy Riley) (REFRESHMENTS) · Watch on YouTube

youtube_video wv3xlIC5VWg · row wv3xlIC5VWg

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Loaded (feat. Iamsu! & 2Chainz)

Listed as FRE$H – Loaded (feat. Iamsu! & 2Chainz) (March Madness 4 - EP) · Watch on YouTube

youtube_video yR-8yhUMjY0 · row yR-8yhUMjY0

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FUHDADOE

Listed as Fre$H – FUHDADOE (Drank Sinatra & The Scripts) · Watch on YouTube

youtube_video yct_j0rClGU · row yct_j0rClGU

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COP CARS

Listed as Fre$H – COP CARS (Drank Sinatra & The Scripts) · Watch on YouTube

youtube_video yylD3DmZS-c · row yylD3DmZS-c

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Chem Trails

Listed as FRE$H – Chem Trails (REFRESHMENTS) · Watch on YouTube

youtube_video zzAplsyub7M · row zzAplsyub7M

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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.