YouTrained

Artist DoughNetworkz on YouTube Music

Yes. DoughNetworkz has 144 songs listed in a dataset used to train AI music models.

Used for training 144

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 Long Change (feat. Jag), Borleon (feat. Jag), C4

Listed under the artist name 144 songs in LAION-DISCO-12M

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

Long Change (feat. Jag)

Listed as Osbe Chill, Dough Networkz, Python P – Long Change (feat. Jag) (True To Self) · Watch on YouTube

youtube_video -NK2Mimr8ck · row -NK2Mimr8ck

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Borleon (feat. Jag)

Listed as Osbe Chill, Dough Networkz, Python P – Borleon (feat. Jag) (True To Self) · Watch on YouTube

youtube_video 1TTSSxnww9w · row 1TTSSxnww9w

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C4

Listed as Shady Ray, G4 Jag, Dough Networkz – C4 (Blood, Sweat and Tears) · Watch on YouTube

youtube_video 1Xd7U3xXY44 · row 1Xd7U3xXY44

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Cake'n Up

Listed as Shady Ray, G4 Jag, Dough Networkz – Cake'n Up (Blood, Sweat and Tears) · Watch on YouTube

youtube_video 37594lpoWnk · row 37594lpoWnk

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Change my ways

Listed as Osbe Chill, Dough Networkz, Python P – Change my ways (True To Self) · Watch on YouTube

youtube_video 52KusoZ8inI · row 52KusoZ8inI

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Besides Ourselves (feat. Jameel Na'im X & Jonny Vulgar)

Listed as Dough Networkz, Local Astronauts – Besides Ourselves (feat. Jameel Na'im X & Jonny Vulgar) (Wolf Pack, Vol. 1) · Watch on YouTube

youtube_video 8CM-6VzN0Fs · row 8CM-6VzN0Fs

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True Story (feat. Big Wy & Raheem Amir)

Listed as Shady Ray, G4 Jag, Dough Networkz – True Story (feat. Big Wy & Raheem Amir) (Blood, Sweat and Tears) · Watch on YouTube

youtube_video AnWcE5tDib4 · row AnWcE5tDib4

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Inferno (Bonus) (feat. Jalisa & Juran Ratchford)

Listed as Sadat X, Dough Networkz – Inferno (Bonus) (feat. Jalisa & Juran Ratchford) (Science Of Life) · Watch on YouTube

youtube_video BZR9-gT3gcM · row BZR9-gT3gcM

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Organized Crime (feat. Tyson Crookmind)

Listed as Osbe Chill, giveemsoul, Dough Networkz – Organized Crime (feat. Tyson Crookmind) (SOUL RAP) · Watch on YouTube

youtube_video BsjV1BwcUrE · row BsjV1BwcUrE

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Soul is Universal

Listed as Osbe Chill, giveemsoul, Dough Networkz – Soul is Universal (SOUL RAP) · Watch on YouTube

youtube_video C7nHFuDy6B4 · row C7nHFuDy6B4

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Ring That Bell (feat. Pookie Blow)

Listed as Sirrealist, DoughNetworkz – Ring That Bell (feat. Pookie Blow) (Dis For the Project, Vol. 2) · Watch on YouTube

youtube_video Djxvwt1CwG8 · row Djxvwt1CwG8

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Flowers for Don

Listed as Osbe Chill, giveemsoul, Dough Networkz – Flowers for Don (SOUL RAP) · Watch on YouTube

youtube_video GOTHHuU4bqM · row GOTHHuU4bqM

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DNA Sampling (feat. Jay Nice)

Listed as Rahiem Supreme, DoughNetworkz – DNA Sampling (feat. Jay Nice) (Grandmaster Raski) · Watch on YouTube

youtube_video H-SIdR7fnWw · row H-SIdR7fnWw

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Off Blue (feat. Inzom & Sirrealist)

Listed as DoughNetworkz, Win or Lose Records – Off Blue (feat. Inzom & Sirrealist) (Dis for the Project, Vol. 3) · Watch on YouTube

youtube_video H6dRpRMx66Q · row H6dRpRMx66Q

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Think Fast (feat. Osbe Chill)

Listed as Dough Networkz – Think Fast (feat. Osbe Chill) (Broken Cuffz, Vol. 2) · Watch on YouTube

youtube_video HKRb2_b-Pj4 · row HKRb2_b-Pj4

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TTG

Listed as Osbe Chill, Dough Networkz, Python P – TTG (True To Self) · Watch on YouTube

youtube_video IjPlqy5544Y · row IjPlqy5544Y

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Lucked up (feat. Dazy Lyn)

Listed as Osbe Chill, Dough Networkz, Python P – Lucked up (feat. Dazy Lyn) (True To Self) · Watch on YouTube

youtube_video JLagiAhdi9E · row JLagiAhdi9E

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Highways (feat. Munchie B)

Listed as Dough Networkz, Peryon J Kee – Highways (feat. Munchie B) (Rich Dreamz in Harsh Realties) · Watch on YouTube

youtube_video K4O32DMcVS8 · row K4O32DMcVS8

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New World

Listed as DoughNetworkz, Win or Lose Records – New World (Dis for the Project, Vol. 3) · Watch on YouTube

youtube_video L7cq42rHUSE · row L7cq42rHUSE

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The Spinz

Listed as DoughNetworkz, Win or Lose Records – The Spinz (Dis for the Project, Vol. 3) · Watch on YouTube

youtube_video M82Y0C_l93Q · row M82Y0C_l93Q

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Human Nature (feat. MaLLy)

Listed as DoughNetworkz, Win or Lose Records – Human Nature (feat. MaLLy) (Dis for the Project, Vol. 3) · Watch on YouTube

youtube_video NRbmQtEVFYQ · row NRbmQtEVFYQ

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Pussy Ass Nigga

Listed as Dough Networkz, Peryon J Kee – Pussy Ass Nigga (Rich Dreamz in Harsh Realties) · Watch on YouTube

youtube_video OyRLtAsYnCM · row OyRLtAsYnCM

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Dope House Ambience (feat. Rick Hyde, Phonk P & T.F)

Listed as Dough Networkz, Local Astronauts – Dope House Ambience (feat. Rick Hyde, Phonk P & T.F) (Wolf Pack, Vol. 1) · Watch on YouTube

youtube_video PkQoanm4yUc · row PkQoanm4yUc

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Head Strong

Listed as Shady Ray, G4 Jag, Dough Networkz – Head Strong (Blood, Sweat and Tears) · Watch on YouTube

youtube_video QWPr50UuxJk · row QWPr50UuxJk

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Blood, Sweat and Tears

Listed as Shady Ray, G4 Jag, Dough Networkz – Blood, Sweat and Tears (Blood, Sweat and Tears) · Watch on YouTube

youtube_video UZalHm5s16E · row UZalHm5s16E

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Soul Glo

Listed as Chuuwee, DirtyDiggs, Dough Networkz – Soul Glo (Flair) · Watch on YouTube

youtube_video VS250y_yiKc · row VS250y_yiKc

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Stop The Rain

Listed as Sirrealist, DoughNetworkz – Stop The Rain (Dis For the Project, Vol. 2) · Watch on YouTube

youtube_video W716mrYOVoQ · row W716mrYOVoQ

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The Fight (Skit)

Listed as Dough Networkz, Local Astronauts – The Fight (Skit) (Wolf Pack, Vol. 1) · Watch on YouTube

youtube_video XeTrqmtNZXI · row XeTrqmtNZXI

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No Smoke (feat. Fre$h)

Listed as Osbe Chill, giveemsoul, Dough Networkz – No Smoke (feat. Fre$h) (SOUL RAP) · Watch on YouTube

youtube_video XhWufOm2NfY · row XhWufOm2NfY

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Sam Shit Different Day (feat. Hyde Park Firebug)

Listed as Rahiem Supreme, DoughNetworkz – Sam Shit Different Day (feat. Hyde Park Firebug) (Grandmaster Raski) · Watch on YouTube

youtube_video YaNQLvRJe2E · row YaNQLvRJe2E

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Fresh out (feat. Hooda John & Jay Worthy)

Listed as Dough Networkz, Local Astronauts – Fresh out (feat. Hooda John & Jay Worthy) (Wolf Pack, Vol. 1) · Watch on YouTube

youtube_video dPW3bhjmcJs · row dPW3bhjmcJs

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Tekashi

Listed as Dough Networkz, Peryon J Kee – Tekashi (Rich Dreamz in Harsh Realties) · Watch on YouTube

youtube_video dokSGXN3QTw · row dokSGXN3QTw

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Gohan (feat. Chuuwee & Jameel Na'im X)

Listed as Dough Networkz, Local Astronauts – Gohan (feat. Chuuwee & Jameel Na'im X) (Wolf Pack, Vol. 1) · Watch on YouTube

youtube_video ecLTooyOQd4 · row ecLTooyOQd4

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Transparency Is Your Weapon

Listed as Rahiem Supreme, DoughNetworkz – Transparency Is Your Weapon (Grandmaster Raski) · Watch on YouTube

youtube_video gO0coNxE1CI · row gO0coNxE1CI

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Grain of Salt (Chopped & Screwed) (feat. Inzom)

Listed as Sirrealist, DoughNetworkz, DJ Red – Grain of Salt (Chopped & Screwed) (feat. Inzom) (Dis For the Project, Vol. 2 (Chopped & Screwed)) · Watch on YouTube

youtube_video hFY3a1lwHJc · row hFY3a1lwHJc

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This is Me (feat. Jay Nice, Jalisa & Maya Huyana)

Listed as Osbe Chill, giveemsoul, Dough Networkz – This is Me (feat. Jay Nice, Jalisa & Maya Huyana) (SOUL RAP) · Watch on YouTube

youtube_video hOMmAyQ3F8U · row hOMmAyQ3F8U

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One of These Days

Listed as Osbe Chill, giveemsoul, Dough Networkz – One of These Days (SOUL RAP) · Watch on YouTube

youtube_video jeYwP4jPNM8 · row jeYwP4jPNM8

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True to Self (Intro)

Listed as Osbe Chill, Dough Networkz, Python P – True to Self (Intro) (True To Self) · Watch on YouTube

youtube_video kIHhVHib7nA · row kIHhVHib7nA

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Wavematic

Listed as Chuuwee, DirtyDiggs, Dough Networkz – Wavematic (Flair) · Watch on YouTube

youtube_video lOoRyKmW2RE · row lOoRyKmW2RE

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Ceilings

Listed as DoughNetworkz, Win or Lose Records – Ceilings (Dis for the Project, Vol. 3) · Watch on YouTube

youtube_video memThbwsJnE · row memThbwsJnE

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Burn It Down

Listed as Chuuwee, DirtyDiggs, Dough Networkz – Burn It Down (Flair) · Watch on YouTube

youtube_video nagtBuSFlew · row nagtBuSFlew

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Hustlerz Ambition

Listed as Shady Ray, G4 Jag, Dough Networkz – Hustlerz Ambition (Blood, Sweat and Tears) · Watch on YouTube

youtube_video oDtJCsyeSTw · row oDtJCsyeSTw

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Squabble in the back

Listed as Osbe Chill, Dough Networkz, Python P – Squabble in the back (True To Self) · Watch on YouTube

youtube_video pLSRqQNiDLU · row pLSRqQNiDLU

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Wake up call

Listed as Osbe Chill, Dough Networkz, Python P – Wake up call (True To Self) · Watch on YouTube

youtube_video rXaua8KFfKw · row rXaua8KFfKw

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My Side (Bonus) (feat. Bart Oatmeal)

Listed as DoughNetworkz, Win or Lose Records – My Side (Bonus) (feat. Bart Oatmeal) (Dis for the Project, Vol. 3) · Watch on YouTube

youtube_video sHIWLIFw8Wk · row sHIWLIFw8Wk

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Honey On My Pizza

Listed as Sirrealist, DoughNetworkz – Honey On My Pizza (Dis For the Project, Vol. 2) · Watch on YouTube

youtube_video sl5TxlOmeqc · row sl5TxlOmeqc

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Brush Strokes

Listed as DoughNetworkz, Win or Lose Records – Brush Strokes (Dis for the Project, Vol. 3) · Watch on YouTube

youtube_video vhNEKkJMRTY · row vhNEKkJMRTY

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Noah's Ark (feat. AshBashThaRapper & Yoshi Vintage)

Listed as Dough Networkz, Saint Pat Beatz – Noah's Ark (feat. AshBashThaRapper & Yoshi Vintage) (God Loves Pious) · Watch on YouTube

youtube_video wc5ZP1Kq2zY · row wc5ZP1Kq2zY

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Sorry I Tried

Listed as Sirrealist, DoughNetworkz – Sorry I Tried (Dis For the Project, Vol. 2) · Watch on YouTube

youtube_video wxs0aQERntg · row wxs0aQERntg

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Luc Longley (feat. Hus Kingpin)

Listed as Dough Networkz, Saint Pat Beatz – Luc Longley (feat. Hus Kingpin) (God Loves Pious) · Watch on YouTube

youtube_video yEyMROzNkAE · row yEyMROzNkAE

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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.

Is this you?