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 How It Was, Scotty 3 Hotty, Whatcha Kno about it (feat. Squalla)

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.

How It Was

Listed as FRE$H – How It Was (How It Was) · Watch on YouTube

youtube_video -7ks7XTiXPI · row -7ks7XTiXPI

LAION-DISCO-12M

Scotty 3 Hotty

Listed as Fre$h – Scotty 3 Hotty (Offshore) · Watch on YouTube

youtube_video 0aMGq37ac30 · row 0aMGq37ac30

LAION-DISCO-12M

Whatcha Kno about it (feat. Squalla)

Listed as Lil Rod, Fre$h – Whatcha Kno about it (feat. Squalla) (Whatcha Kno about it (feat. Squalla)) · Watch on YouTube

youtube_video 0ibKfxZcER8 · row 0ibKfxZcER8

LAION-DISCO-12M

Bout That (feat. Troy Ave & Maino)

Listed as Fre$H – Bout That (feat. Troy Ave & Maino) (Bout That (feat. Troy Ave & Maino)) · Watch on YouTube

youtube_video 3g25Tq5xYDc · row 3g25Tq5xYDc

LAION-DISCO-12M

From The Heart

Listed as FRE$H – From The Heart (Dare To Be Different) · Watch on YouTube

youtube_video 8m48YR6FxbI · row 8m48YR6FxbI

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Gotta Leave

Listed as FRE$H – Gotta Leave (Dare To Be Different) · Watch on YouTube

youtube_video ALyFEacA3cM · row ALyFEacA3cM

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Real N*gga Commentary with The Game

Listed as FRE$H – Real N*gga Commentary with The Game (Dare To Be Different) · Watch on YouTube

youtube_video AhupNfWp6Sk · row AhupNfWp6Sk

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Love

Listed as FRE$H – Love (Dare To Be Different) · Watch on YouTube

youtube_video FpNAOMEzibA · row FpNAOMEzibA

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Don't Understand

Listed as FRE$H – Don't Understand (Dare To Be Different) · Watch on YouTube

youtube_video GB3PKVeQHaI · row GB3PKVeQHaI

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Fake News (feat. Cloud)

Listed as FRE$H – Fake News (feat. Cloud) (March Madness 5) · Watch on YouTube

youtube_video HEAo8oewqJ0 · row HEAo8oewqJ0

LAION-DISCO-12M

Pccc Talent Show Skit

Listed as FRE$H – Pccc Talent Show Skit (Dare To Be Different) · Watch on YouTube

youtube_video INdmp4UIdfA · row INdmp4UIdfA

LAION-DISCO-12M

A love song from 2018

Listed as Fre$h – A love song from 2018 (Offshore) · Watch on YouTube

youtube_video IYzpeOMHHhk · row IYzpeOMHHhk

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Fre$h Fashion

Listed as FRE$H – Fre$h Fashion (March Madness 5) · Watch on YouTube

youtube_video JAwNKVeeoJ8 · row JAwNKVeeoJ8

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We BANG

Listed as FRE$H – We BANG (Dare To Be Different) · Watch on YouTube

youtube_video MNOgIQ1f8_A · row MNOgIQ1f8_A

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Words of Encouragement

Listed as FRE$H – Words of Encouragement (Dare To Be Different) · Watch on YouTube

youtube_video Q9wdvHfViW0 · row Q9wdvHfViW0

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Trauma (Feat. Dank) (feat. Dank)

Listed as Fre$h – Trauma (Feat. Dank) (feat. Dank) (Drop Barz) · Watch on YouTube

youtube_video ZgJ_GowO12c · row ZgJ_GowO12c

LAION-DISCO-12M

SELEKTA

Listed as Fre$h – SELEKTA (SELEKTA) · Watch on YouTube

youtube_video ZwX6wf-dmfY · row ZwX6wf-dmfY

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Bad Decisions

Listed as FRE$H – Bad Decisions (Dare To Be Different) · Watch on YouTube

youtube_video _9WrdtCe4Fo · row _9WrdtCe4Fo

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Kylie (feat. Fre$h)

Listed as Cobe Jones, Fre$h – Kylie (feat. Fre$h) (Kylie (feat. Fre$h)) · Watch on YouTube

youtube_video asSnvfOuk0o · row asSnvfOuk0o

LAION-DISCO-12M

Control

Listed as Fre$h – Control (Offshore) · Watch on YouTube

youtube_video bsr_Zh-WJH0 · row bsr_Zh-WJH0

LAION-DISCO-12M

Calling Me Back

Listed as FRE$H – Calling Me Back (Dare To Be Different) · Watch on YouTube

youtube_video e_dOu-tQSyc · row e_dOu-tQSyc

LAION-DISCO-12M

Wrong Proof

Listed as Fre$h – Wrong Proof (L.I.T: Legacy in Time) · Watch on YouTube

youtube_video h7xvCBOjR3I · row h7xvCBOjR3I

LAION-DISCO-12M

GM Music

Listed as FRE$H – GM Music (Dare To Be Different) · Watch on YouTube

youtube_video igUSSTB7GW8 · row igUSSTB7GW8

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Holla At My Essay (feat. Blu Mega & Bunz)

Listed as Fre$h – Holla At My Essay (feat. Blu Mega & Bunz) (Fresh Muzik Vol. 1) · Watch on YouTube

youtube_video jz8yQfadvKg · row jz8yQfadvKg

LAION-DISCO-12M

Type of Girl

Listed as Fre$h – Type of Girl (Type o Girl) · Watch on YouTube

youtube_video n6HV7afOC5I · row n6HV7afOC5I

LAION-DISCO-12M

Drip Status

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

youtube_video psCAyltWaMs · row psCAyltWaMs

LAION-DISCO-12M

Love My N*ggas

Listed as Fre$h – Love My N*ggas (Fresh Muzik Vol. 1) · Watch on YouTube

youtube_video q1yHanhAyjE · row q1yHanhAyjE

LAION-DISCO-12M

The Thrill is Gone

Listed as FRE$H – The Thrill is Gone (Dare To Be Different) · Watch on YouTube

youtube_video qDyQ8OoDmTg · row qDyQ8OoDmTg

LAION-DISCO-12M

The Makings Of You

Listed as FRE$H – The Makings Of You (Dare To Be Different) · Watch on YouTube

youtube_video rp-SDIiivkM · row rp-SDIiivkM

LAION-DISCO-12M

Sell My Soul

Listed as FRE$H – Sell My Soul (Sell My Soul) · Watch on YouTube

youtube_video u6LKEwaVE94 · row u6LKEwaVE94

LAION-DISCO-12M

Higher

Listed as FRE$H – Higher (Dare To Be Different) · Watch on YouTube

youtube_video vDQR5gaSFzY · row vDQR5gaSFzY

LAION-DISCO-12M

Whatcha Kno about it (Instrumental) (feat. Squalla)

Listed as Lil Rod, Fre$h – Whatcha Kno about it (Instrumental) (feat. Squalla) (Whatcha Kno about it (feat. Squalla)) · Watch on YouTube

youtube_video vZy_7rr8um8 · row vZy_7rr8um8

LAION-DISCO-12M

Ridin' & Sippin'

Listed as Fre$h – Ridin' & Sippin' (Fresh Muzik Vol. 1) · Watch on YouTube

youtube_video xuxLNa0jIls · row xuxLNa0jIls

LAION-DISCO-12M

Get Good

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

youtube_video z9jf3ODPJFg · row z9jf3ODPJFg

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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.