Yes. Freak Nasty has 150 songs listed in a dataset used to train AI music models.

Used for training 150

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 Party Like A Rockstar (feat. CRAZY MIKE), Kanye West (dedication) Mama Said, I Need A T.H.U.G.

Listed under the artist name 150 songs in LAION-DISCO-12M

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

Party Like A Rockstar (feat. CRAZY MIKE)

Listed as Freak Nasty – Party Like A Rockstar (feat. CRAZY MIKE) (Party Like A Rockstar) · Watch on YouTube

youtube_video -8hmhsZt1NU · row -8hmhsZt1NU

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Kanye West (dedication) Mama Said

Listed as Freak Nasty – Kanye West (dedication) Mama Said (kanye West (dedication) Mama Said) · Watch on YouTube

youtube_video 0935FGepLck · row 0935FGepLck

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I Need A T.H.U.G.

Listed as Freak Nasty – I Need A T.H.U.G. (From Da Street 2 Da Club) · Watch on YouTube

youtube_video 215UIcfUfRw · row 215UIcfUfRw

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Out My Face

Listed as Freak Nasty – Out My Face (On Everything I Love) · Watch on YouTube

youtube_video 2bfu8D4W24w · row 2bfu8D4W24w

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Click Click

Listed as Freak Nasty – Click Click (On Everything I Love) · Watch on YouTube

youtube_video 2uPaMv5AWis · row 2uPaMv5AWis

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I'm A Fool Wit It

Listed as Freak Nasty – I'm A Fool Wit It (Pour Out A Lil') · Watch on YouTube

youtube_video 3v7y-vTkWS0 · row 3v7y-vTkWS0

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You're A Hu$la'

Listed as Freak Nasty – You're A Hu$la' (Pour Out A Lil') · Watch on YouTube

youtube_video 56TXGhlZG-M · row 56TXGhlZG-M

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How Many Licks?

Listed as Freak Nasty – How Many Licks? (Candy Apple) · Watch on YouTube

youtube_video 7PY5e1igAXg · row 7PY5e1igAXg

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On My Mind (Time After Time)

Listed as Freak Nasty – On My Mind (Time After Time) (Which Way is Up?) · Watch on YouTube

youtube_video 8ENm6--pSfE · row 8ENm6--pSfE

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Wiggle Jiggle

Listed as freak nasty – Wiggle Jiggle (Freak Nasty World) · Watch on YouTube

youtube_video 950u9zFuExc · row 950u9zFuExc

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Throw 'Em Up (feat. Crazy Mike)

Listed as Freak Nasty – Throw 'Em Up (feat. Crazy Mike) (Smoke It Up) · Watch on YouTube

youtube_video 9BobbjZSSek · row 9BobbjZSSek

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We Dem Hu$la$

Listed as Freak Nasty – We Dem Hu$la$ (Pour Out A Lil') · Watch on YouTube

youtube_video AzxgRcm7Cz0 · row AzxgRcm7Cz0

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Pink Panther

Listed as Freak Nasty – Pink Panther (From Da Street 2 Da Club) · Watch on YouTube

youtube_video B0IVv_D32no · row B0IVv_D32no

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Intro

Listed as freak nasty – Intro (Freak Nasty World) · Watch on YouTube

youtube_video BN6HR3tA1QU · row BN6HR3tA1QU

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Haloween Bounce (New Orleans Style)

Listed as FREAK NASTY – Haloween Bounce (New Orleans Style) (Haloween Bounce) · Watch on YouTube

youtube_video Bf0eQuMe3zc · row Bf0eQuMe3zc

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Work That Pole (Dirty)

Listed as Freak Nasty – Work That Pole (Dirty) (Work That Pole) · Watch on YouTube

youtube_video Dq0EtVAZd-w · row Dq0EtVAZd-w

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Ballin

Listed as Freak Nasty – Ballin (From Da Street 2 Da Club) · Watch on YouTube

youtube_video EzybV4b23_0 · row EzybV4b23_0

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Rollin' (feat. Zagga Don)

Listed as Freak Nasty – Rollin' (feat. Zagga Don) (Smoke It Up) · Watch on YouTube

youtube_video G7aX18B6WGQ · row G7aX18B6WGQ

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Falcons Rise Up (feat. Bobbi Lo ve')

Listed as Freak Nasty – Falcons Rise Up (feat. Bobbi Lo ve') (Falcons Rise Up) · Watch on YouTube

youtube_video HGsC7RLWi6c · row HGsC7RLWi6c

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SMURF ROCK (INST.)

Listed as FREAK NASTY – SMURF ROCK (INST.) (SMURF ROCK) · Watch on YouTube

youtube_video Ip68nts3aIM · row Ip68nts3aIM

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Pop and A.K.

Listed as freak nasty – Pop and A.K. (Freak Nasty World) · Watch on YouTube

youtube_video KF0sFAzNnaY · row KF0sFAzNnaY

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Intro

Listed as Freak Nasty – Intro (Pour Out A Lil') · Watch on YouTube

youtube_video LPjaBEuHRW4 · row LPjaBEuHRW4

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Smokin' On That

Listed as Freak Nasty – Smokin' On That (From Da Street 2 Da Club) · Watch on YouTube

youtube_video NWX4eAqjJyQ · row NWX4eAqjJyQ

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Dem Saints

Listed as Freak Nasty – Dem Saints (Dem Saints) · Watch on YouTube

youtube_video QavLh7inZNU · row QavLh7inZNU

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OOUWEEOOUAAHAAH (CLEAN)

Listed as Freak Nasty – OOUWEEOOUAAHAAH (CLEAN) (Oouweeoouaahaah) · Watch on YouTube

youtube_video QdkFSuYKxPg · row QdkFSuYKxPg

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Get It How You Live

Listed as Freak Nasty – Get It How You Live (Smoke It Up) · Watch on YouTube

youtube_video QfFzDw33JT8 · row QfFzDw33JT8

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Work That Thang

Listed as Freak Nasty – Work That Thang (Work Dat Thang) · Watch on YouTube

youtube_video VwZWwYEyIZo · row VwZWwYEyIZo

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Cotton Candy Lollipop

Listed as Freak Nasty – Cotton Candy Lollipop (Cotton Candy Lollipop) · Watch on YouTube

youtube_video WOJH7srDhnM · row WOJH7srDhnM

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Low 2 Da Flo'

Listed as Freak Nasty – Low 2 Da Flo' (From Da Street 2 Da Club) · Watch on YouTube

youtube_video WuGfT7_Ndb0 · row WuGfT7_Ndb0

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Wobble (It) (Street)

Listed as Freak Nasty – Wobble (It) (Street) (Wobble (It)) · Watch on YouTube

youtube_video YcU3T1GJLUA · row YcU3T1GJLUA

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Let Me C-U Bounce

Listed as freak nasty – Let Me C-U Bounce (Freak Nasty World) · Watch on YouTube

youtube_video ZRkOWGgaIY8 · row ZRkOWGgaIY8

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One for Da Thugs

Listed as Freak Nasty – One for Da Thugs (Controversee - That's Life and That's Da Way It Is) · Watch on YouTube

youtube_video ZdqP3QEfDfI · row ZdqP3QEfDfI

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Da Feds Whatchin'

Listed as Freak Nasty – Da Feds Whatchin' (Pour Out A Lil') · Watch on YouTube

youtube_video c0uM5ujFMAs · row c0uM5ujFMAs

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Work It

Listed as Freak Nasty – Work It (Work It) · Watch on YouTube

youtube_video cQyN99bbMJg · row cQyN99bbMJg

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If You Da Krunkest

Listed as Freak Nasty – If You Da Krunkest (Pour Out A Lil') · Watch on YouTube

youtube_video cTfI1pJrJg4 · row cTfI1pJrJg4

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Loose Booty (EXPLICIT)

Listed as Freak Nasty – Loose Booty (EXPLICIT) (Loose Booty) · Watch on YouTube

youtube_video eEq16iOxtnI · row eEq16iOxtnI

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Where U From ( Pt. 1.)

Listed as freak nasty – Where U From ( Pt. 1.) (Freak Nasty World) · Watch on YouTube

youtube_video eoInoEzyeRQ · row eoInoEzyeRQ

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Takem' Out Quik

Listed as Freak Nasty – Takem' Out Quik (Pour Out A Lil') · Watch on YouTube

youtube_video g3HP5YJO8HM · row g3HP5YJO8HM

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Still Get High

Listed as Freak Nasty – Still Get High (Smoke It Up) · Watch on YouTube

youtube_video k4C78SRQMck · row k4C78SRQMck

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N Da Club (feat. Dillio)

Listed as Freak Nasty – N Da Club (feat. Dillio) (N Da Club) · Watch on YouTube

youtube_video lnmmChHIBVg · row lnmmChHIBVg

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Aint' Nothin'

Listed as Freak Nasty – Aint' Nothin' (From Da Street 2 Da Club) · Watch on YouTube

youtube_video piBjt09TfxU · row piBjt09TfxU

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Shine

Listed as Freak Nasty – Shine (From Da Street 2 Da Club) · Watch on YouTube

youtube_video t81ilaTsFfE · row t81ilaTsFfE

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Yeah I Do

Listed as Freak Nasty – Yeah I Do (Pour Out A Lil') · Watch on YouTube

youtube_video tXUlD8PzjCY · row tXUlD8PzjCY

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BLAZE 2 THIS

Listed as Freak Nasty – BLAZE 2 THIS (On Everything I Love) · Watch on YouTube

youtube_video tY2stU03WCM · row tY2stU03WCM

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Step Mama

Listed as Freak Nasty – Step Mama (Hard Hood Hustlas Compilation (Da Hustle Won't Stop)) · Watch on YouTube

youtube_video tgobQssNerI · row tgobQssNerI

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Its All Gucci Baby (Radio)

Listed as freak nasty – Its All Gucci Baby (Radio) (It's All Gucci Baby) · Watch on YouTube

youtube_video vVJpOKVGa5M · row vVJpOKVGa5M

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Rowdy N Da Club

Listed as Freak Nasty – Rowdy N Da Club (From Da Street 2 Da Club) · Watch on YouTube

youtube_video xymHswMHedA · row xymHswMHedA

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That's What It's All About

Listed as freak nasty – That's What It's All About (Freak Nasty World) · Watch on YouTube

youtube_video yWjDWgBHJYk · row yWjDWgBHJYk

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Make That Money

Listed as Freak Nasty – Make That Money (Smoke It Up) · Watch on YouTube

youtube_video zPAKSanc0pM · row zPAKSanc0pM

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Rock da House

Listed as Freak Nasty – Rock da House (Smoke It Up) · Watch on YouTube

youtube_video zQCxLuatR4I · row zQCxLuatR4I

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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.