Yes. Just Dough has 118 songs listed in a dataset used to train AI music models.

Used for training 118

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 Lost My Coo, Rx (feat. Mikey PX), 1 of 1 (feat. Sada Baby)

Listed under the artist name 118 songs in LAION-DISCO-12M

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

Lost My Coo

Listed as Just Dough – Lost My Coo (As Above So Below) · Watch on YouTube

youtube_video 0SzuMWtG0rg · row 0SzuMWtG0rg

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Rx (feat. Mikey PX)

Listed as Just Dough – Rx (feat. Mikey PX) (As Above So Below) · Watch on YouTube

youtube_video 1h9pEMw8HeI · row 1h9pEMw8HeI

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1 of 1 (feat. Sada Baby)

Listed as Just Dough – 1 of 1 (feat. Sada Baby) (Prime Example) · Watch on YouTube

youtube_video 20BXDP_fT4E · row 20BXDP_fT4E

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Just Asking

Listed as Just Dough – Just Asking (FRESH OUT EP) · Watch on YouTube

youtube_video 4eNK266671c · row 4eNK266671c

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Porsche In Philadelphia

Listed as Just Dough – Porsche In Philadelphia (Whole Lotta Blu) · Watch on YouTube

youtube_video 6JJcpDCtK5A · row 6JJcpDCtK5A

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I'll Be Bacc

Listed as Just Dough – I'll Be Bacc (How I Was Feeling) · Watch on YouTube

youtube_video 7Jod7OYt5a0 · row 7Jod7OYt5a0

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Lessons

Listed as Just Dough – Lessons (Prime Example) · Watch on YouTube

youtube_video 7PE0XhVnB0E · row 7PE0XhVnB0E

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Feel Good Freestyle

Listed as Just Dough – Feel Good Freestyle (Sorry 4 the Wait) · Watch on YouTube

youtube_video 9Occ-IWHFvI · row 9Occ-IWHFvI

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First Day Out

Listed as Just Dough – First Day Out (FRESH OUT EP) · Watch on YouTube

youtube_video Al5-Zn_yEfo · row Al5-Zn_yEfo

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LLCC

Listed as Just Dough – LLCC (FRESH OUT EP) · Watch on YouTube

youtube_video BdYGvDqq6ys · row BdYGvDqq6ys

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Let Me Explain

Listed as Just Dough – Let Me Explain (Prime Example) · Watch on YouTube

youtube_video CCF__tuDyIc · row CCF__tuDyIc

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Intro (Skyfall Freestyle)

Listed as Just Dough – Intro (Skyfall Freestyle) (Sorry 4 the Wait) · Watch on YouTube

youtube_video CFROwJBesN0 · row CFROwJBesN0

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Dada Spinnerz

Listed as Just Dough – Dada Spinnerz (Prime Example) · Watch on YouTube

youtube_video CaT1MxFH_qY · row CaT1MxFH_qY

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Designer Pints (feat. Richie Bux)

Listed as Just Dough – Designer Pints (feat. Richie Bux) (Whole Lotta Blu) · Watch on YouTube

youtube_video DAMtLNA-ynk · row DAMtLNA-ynk

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Snowman Freestyle

Listed as Just Dough – Snowman Freestyle (Prime Example) · Watch on YouTube

youtube_video DCCU9wqNZy8 · row DCCU9wqNZy8

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On The Phone

Listed as Just Dough – On The Phone (Prime Example) · Watch on YouTube

youtube_video DYQOqjdqI3Q · row DYQOqjdqI3Q

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Gas Bag (feat. C-Note)

Listed as Just Dough – Gas Bag (feat. C-Note) (As Above So Below) · Watch on YouTube

youtube_video F7Ch9aqFyAQ · row F7Ch9aqFyAQ

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Trip to California

Listed as Just Dough – Trip to California (Prime Example) · Watch on YouTube

youtube_video HK2ed-TvGdM · row HK2ed-TvGdM

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Made It Out (feat. Samuel Shabazz)

Listed as Just Dough – Made It Out (feat. Samuel Shabazz) (Prime Example) · Watch on YouTube

youtube_video OiuKeOgr-cg · row OiuKeOgr-cg

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Fear of God

Listed as Just Dough – Fear of God (R.E.A.L) · Watch on YouTube

youtube_video PmDQsgZPKcU · row PmDQsgZPKcU

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#1 Favorite

Listed as Just Dough – #1 Favorite (Prime Example) · Watch on YouTube

youtube_video PosPaBD6Mi4 · row PosPaBD6Mi4

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ANN Road (Bonus Track) (feat. Laced Hippie Q)

Listed as Just Dough – ANN Road (Bonus Track) (feat. Laced Hippie Q) (Sorry 4 the Wait) · Watch on YouTube

youtube_video RrPE7lL605Q · row RrPE7lL605Q

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How You Gone Tell Me ?

Listed as Just Dough – How You Gone Tell Me ? (Prime Example) · Watch on YouTube

youtube_video SDhuD2IR5fU · row SDhuD2IR5fU

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Hellcat Benz (feat. SSG Splurge)

Listed as Just Dough – Hellcat Benz (feat. SSG Splurge) (Whole Lotta Blu) · Watch on YouTube

youtube_video TWgReUMwwW0 · row TWgReUMwwW0

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To Be Real

Listed as Just Dough – To Be Real (Prime Example) · Watch on YouTube

youtube_video UR8fteY3geQ · row UR8fteY3geQ

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Ball Hard

Listed as Just Dough – Ball Hard (Whole Lotta Blu) · Watch on YouTube

youtube_video UvXBKulH0x4 · row UvXBKulH0x4

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R.I.P Barneys

Listed as Just Dough – R.I.P Barneys (R.I.P Barneys) · Watch on YouTube

youtube_video Uy-PEpwQx8o · row Uy-PEpwQx8o

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Drop a Opp (feat. Jandro Hunnits)

Listed as Just Dough – Drop a Opp (feat. Jandro Hunnits) (FRESH OUT EP) · Watch on YouTube

youtube_video VCIVexHpTUs · row VCIVexHpTUs

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Mud Luv(interlude)

Listed as Just Dough – Mud Luv(interlude) (R.E.A.L) · Watch on YouTube

youtube_video WGXg5V4gAA4 · row WGXg5V4gAA4

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North Pole (feat. Greez Blanko)

Listed as Just Dough – North Pole (feat. Greez Blanko) (R.E.A.L) · Watch on YouTube

youtube_video XNaNZJMjC98 · row XNaNZJMjC98

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Free Rio Flow

Listed as Just Dough – Free Rio Flow (Prime Example) · Watch on YouTube

youtube_video ZExJO79yjjU · row ZExJO79yjjU

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I Need That (Drakeo)

Listed as Just Dough – I Need That (Drakeo) (R.E.A.L) · Watch on YouTube

youtube_video aFgKiAtrjGk · row aFgKiAtrjGk

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Find Out

Listed as Just Dough – Find Out (How I Was Feeling) · Watch on YouTube

youtube_video cX8jjvgSqyg · row cX8jjvgSqyg

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Raiden

Listed as Just Dough – Raiden (As Above So Below) · Watch on YouTube

youtube_video dNW5mL7QWlo · row dNW5mL7QWlo

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L.A.C.E.D Navy Freestyle

Listed as Just Dough – L.A.C.E.D Navy Freestyle (Sorry 4 the Wait) · Watch on YouTube

youtube_video dk0uf13eRlw · row dk0uf13eRlw

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Slaves Coming

Listed as Just Dough – Slaves Coming (Whole Lotta Blu) · Watch on YouTube

youtube_video gF2JzLQw8oM · row gF2JzLQw8oM

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Bape 4 Bape

Listed as Just Dough – Bape 4 Bape (Whole Lotta Blu) · Watch on YouTube

youtube_video gVEUCbNuRgA · row gVEUCbNuRgA

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Madilyn

Listed as Just Dough – Madilyn (As Above So Below) · Watch on YouTube

youtube_video hgdQ1JvAv0Y · row hgdQ1JvAv0Y

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Room Full Of Bosses

Listed as Just Dough – Room Full Of Bosses (Prime Example) · Watch on YouTube

youtube_video l_8AZTtEPBs · row l_8AZTtEPBs

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Face Scan

Listed as Just Dough – Face Scan (How I Was Feeling) · Watch on YouTube

youtube_video qB8ecRFnknA · row qB8ecRFnknA

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So I Aint Fresh ?

Listed as Just Dough – So I Aint Fresh ? (Prime Example) · Watch on YouTube

youtube_video qBX20JMVx0c · row qBX20JMVx0c

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Prime Example

Listed as Just Dough – Prime Example (Prime Example) · Watch on YouTube

youtube_video qEgdeoMFv3c · row qEgdeoMFv3c

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OFF-White

Listed as Just Dough – OFF-White (R.E.A.L) · Watch on YouTube

youtube_video rSZvwAty9DU · row rSZvwAty9DU

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The Kids

Listed as Just Dough – The Kids (How I Was Feeling) · Watch on YouTube

youtube_video rnnhzwWZRJA · row rnnhzwWZRJA

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JUSTIN (interlude)

Listed as Just Dough – JUSTIN (interlude) (How I Was Feeling) · Watch on YouTube

youtube_video sJ5Q-vRQ39g · row sJ5Q-vRQ39g

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North Bound

Listed as Just Dough – North Bound (Whole Lotta Blu) · Watch on YouTube

youtube_video uiGag9UpcOU · row uiGag9UpcOU

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Ready & Willing

Listed as Just Dough – Ready & Willing (Prime Example) · Watch on YouTube

youtube_video we9h0yYiGsc · row we9h0yYiGsc

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Scoreboard

Listed as Just Dough – Scoreboard (Whole Lotta Blu) · Watch on YouTube

youtube_video yBYrztAAhWk · row yBYrztAAhWk

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GIO

Listed as Just Dough – GIO (How I Was Feeling) · Watch on YouTube

youtube_video yphJ76KGplQ · row yphJ76KGplQ

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7 Days

Listed as Just Dough – 7 Days (HER) · Watch on YouTube

youtube_video yzqx1144sdk · row yzqx1144sdk

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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.