YouTrained

Artist Substantial on YouTube Music

Yes. Substantial has 158 songs listed in a dataset used to train AI music models.

Used for training 158

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 Umoja, Resurrection of the House Party (Radio Edit) (feat. Deacon The Villain), Mik (Dream Big) (feat. See King)

Listed under the artist name 158 songs in LAION-DISCO-12M

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

Umoja

Listed as Substantial – Umoja (Home Is Where The Art Is) · Watch on YouTube

youtube_video 1xIF_5ExL3w · row 1xIF_5ExL3w

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Resurrection of the House Party (Radio Edit) (feat. Deacon The Villain)

Listed as Substantial – Resurrection of the House Party (Radio Edit) (feat. Deacon The Villain) (Resurrection of the House Party) · Watch on YouTube

youtube_video 2HehOjbIv9k · row 2HehOjbIv9k

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Mik (Dream Big) (feat. See King)

Listed as Substantial, The Other Guys – Mik (Dream Big) (feat. See King) (The Past) · Watch on YouTube

youtube_video 4L5GVYs1akw · row 4L5GVYs1akw

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Closing (0037) (feat. Malcolm Jackson)

Listed as Substantial – Closing (0037) (feat. Malcolm Jackson) (Substantial Sundays) · Watch on YouTube

youtube_video 7AfJ--QKJKg · row 7AfJ--QKJKg

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Music (Interlude) (feat. Stephanie Gayle)

Listed as Bop Alloy, Marcus D, Substantial – Music (Interlude) (feat. Stephanie Gayle) (Substantial & Marcus D Are Bop Alloy) · Watch on YouTube

youtube_video 87ZImUtq1ak · row 87ZImUtq1ak

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Show Up & Show Off

Listed as Substantial – Show Up & Show Off (The Garden) · Watch on YouTube

youtube_video 8cKZqvYFyhI · row 8cKZqvYFyhI

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See Hear (feat. Steph & The Sapphic Songstress)

Listed as Substantial – See Hear (feat. Steph & The Sapphic Songstress) (Home Is Where The Art Is) · Watch on YouTube

youtube_video C9i1xx8SwuA · row C9i1xx8SwuA

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Bananas

Listed as Substantial – Bananas (To This Union a Sun Was Born (Deluxe Edition)) · Watch on YouTube

youtube_video FxoAoCvgm3A · row FxoAoCvgm3A

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Punk (Megashow Mix) (feat. Tonedeff)

Listed as Substantial – Punk (Megashow Mix) (feat. Tonedeff) (Asterisk:Four) · Watch on YouTube

youtube_video G9McbxgEuaw · row G9McbxgEuaw

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Exposition

Listed as Substantial – Exposition (The Past Is Always Present in the Future) · Watch on YouTube

youtube_video GOwi77niV7o · row GOwi77niV7o

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Lyrical Terrorists (Monorisick Remix Instrumental) [12inch ver.]

Listed as Substantial, L-Universe – Lyrical Terrorists (Monorisick Remix Instrumental) [12inch ver.] (LYRICAL TERRORISTS (12inch ver.)) · Watch on YouTube

youtube_video Mkk8_Z3e4zk · row Mkk8_Z3e4zk

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Why the World Weeps (Instrumental)

Listed as Bop Alloy, Substantial, Marcus D – Why the World Weeps (Instrumental) (Substantial & Marcus D Are Bop Alloy (Instrumentals)) · Watch on YouTube

youtube_video O5MA9XQ-3zg · row O5MA9XQ-3zg

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Spent

Listed as Bop Alloy, Substantial, Marcus D – Spent (Winter Breaks) · Watch on YouTube

youtube_video QGUO8MIi2P0 · row QGUO8MIi2P0

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R Love Songs Gay?

Listed as Substantial – R Love Songs Gay? (Baby Blue For Pink [EP]) · Watch on YouTube

youtube_video Ri3kPmZCcMc · row Ri3kPmZCcMc

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FYIRB (Remix)

Listed as Extended Famm, Tonedeff, PackFM, Substantial – FYIRB (Remix) (Happy F*ck You Songs) · Watch on YouTube

youtube_video TZ5OUr5dekU · row TZ5OUr5dekU

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Sacrifice (Bonus Cut)

Listed as Substantial, DJ Kool Herc – Sacrifice (Bonus Cut) (Sacrifice) · Watch on YouTube

youtube_video Vh64PlyQBvM · row Vh64PlyQBvM

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Spilled Milk

Listed as Substantial – Spilled Milk (Home Is Where The Art Is) · Watch on YouTube

youtube_video Y-M23xaH97k · row Y-M23xaH97k

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Made in Maryland (feat. Stephanie Gayle & DJ Jav)

Listed as Substantial – Made in Maryland (feat. Stephanie Gayle & DJ Jav) (The Past Is Always Present in the Future) · Watch on YouTube

youtube_video ZUyCViWNfJs · row ZUyCViWNfJs

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Lyrical Terrorists (Instrumental) [12inch ver.]

Listed as Substantial, L-Universe – Lyrical Terrorists (Instrumental) [12inch ver.] (LYRICAL TERRORISTS (12inch ver.)) · Watch on YouTube

youtube_video _t2bIPGjyM4 · row _t2bIPGjyM4

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Resolutions Per Minute

Listed as Bop Alloy, Marcus D, Substantial – Resolutions Per Minute (Winter Breaks) · Watch on YouTube

youtube_video aPJdQ1JEDkk · row aPJdQ1JEDkk

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If I Was Your Mic (Live)

Listed as Substantial – If I Was Your Mic (Live) (To This Union a Sun Was Born (Deluxe Edition)) · Watch on YouTube

youtube_video bakDy_-J278 · row bakDy_-J278

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Invisible Man 2 (Remix)

Listed as Substantial – Invisible Man 2 (Remix) (Substantial Evidence (1999-2003)) · Watch on YouTube

youtube_video cV72Rlr74II · row cV72Rlr74II

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Cool Mornings (feat. Debórah Bond & Algorythm)

Listed as Substantial – Cool Mornings (feat. Debórah Bond & Algorythm) (Always) · Watch on YouTube

youtube_video d86_OAAhvOo · row d86_OAAhvOo

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Always (feat. Fjer)

Listed as Substantial – Always (feat. Fjer) (The Past Is Always Present in the Future) · Watch on YouTube

youtube_video dG7KiIfheEg · row dG7KiIfheEg

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My Favorite Things (feat. Stephanie Gayle)

Listed as Substantial – My Favorite Things (feat. Stephanie Gayle) (Sacrifice) · Watch on YouTube

youtube_video ekfkEF7VNrI · row ekfkEF7VNrI

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Qt (Quality Time)

Listed as Substantial – Qt (Quality Time) (Sacrifice) · Watch on YouTube

youtube_video fyBeMyY2uV4 · row fyBeMyY2uV4

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1580 (feat. DJ RBI & T.Lucas)

Listed as Substantial – 1580 (feat. DJ RBI & T.Lucas) (1580) · Watch on YouTube

youtube_video hCFNhScQP6A · row hCFNhScQP6A

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To Deify A Roach: An American Horror Story

Listed as Anacaona Rocio Milagro, Substantial – To Deify A Roach: An American Horror Story (To Make An Island Of A Street Corner) · Watch on YouTube

youtube_video ju4YzTGQt8Q · row ju4YzTGQt8Q

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Arrogant (feat. Tonedeff, RISE & Packfm)

Listed as Substantial – Arrogant (feat. Tonedeff, RISE & Packfm) (Substantial Evidence (1999-2003)) · Watch on YouTube

youtube_video k96DIHByPFg · row k96DIHByPFg

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A Hunter and His Prey (Jackal's Theme)

Listed as Substantial, KDFoxx – A Hunter and His Prey (Jackal's Theme) (A Hunter and His Prey (Jackal's Theme)) · Watch on YouTube

youtube_video kSt-9tqwNvE · row kSt-9tqwNvE

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The Evil That Pens Do

Listed as Extended Famm, Tonedeff, PackFM, Substantial – The Evil That Pens Do (Happy F*ck You Songs) · Watch on YouTube

youtube_video kaq-vv9j4Bc · row kaq-vv9j4Bc

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No Turning Back

Listed as Substantial, The Other Guys – No Turning Back (The Past) · Watch on YouTube

youtube_video laTZL7e5IwM · row laTZL7e5IwM

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Grateful (feat. Kenn Starr & Kokayi)

Listed as Substantial – Grateful (feat. Kenn Starr & Kokayi) (Home Is Where The Art Is) · Watch on YouTube

youtube_video ldbQ1abtBwo · row ldbQ1abtBwo

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Substance (Nujabes Remix) (feat. Nujabes)

Listed as Substantial – Substance (Nujabes Remix) (feat. Nujabes) (Substantial Evidence (1999-2003)) · Watch on YouTube

youtube_video mJ9N8GUG5TI · row mJ9N8GUG5TI

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Simpler Times

Listed as Bop Alloy, Substantial, Marcus D – Simpler Times (Winter Breaks 2) · Watch on YouTube

youtube_video n35gxfivTXQ · row n35gxfivTXQ

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Party with Purpose (feat. Stephanie Gayle)

Listed as Substantial – Party with Purpose (feat. Stephanie Gayle) (Present) · Watch on YouTube

youtube_video n4ExgF2MHuw · row n4ExgF2MHuw

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Ghost In A Cell (feat. Malcolm Jackson & Stephanie Gayle)

Listed as Substantial – Ghost In A Cell (feat. Malcolm Jackson & Stephanie Gayle) (Adultish) · Watch on YouTube

youtube_video occBMMk858k · row occBMMk858k

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The New Balance (Live from the D.M.V.) (feat. DJ RBI)

Listed as T.Lucas, Substantial – The New Balance (Live from the D.M.V.) (feat. DJ RBI) (The New Balance (Live from the D.M.V.)) · Watch on YouTube

youtube_video pFS8FulV7p4 · row pFS8FulV7p4

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92 Baby (feat. Alyxa)

Listed as W3alth, Substantial – 92 Baby (feat. Alyxa) (92 Baby) · Watch on YouTube

youtube_video pIa-RtuKas4 · row pIa-RtuKas4

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Mr. Consistent

Listed as Substantial – Mr. Consistent (Home Is Where The Art Is) · Watch on YouTube

youtube_video pQHd1luNJts · row pQHd1luNJts

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Universe Works (Instrumental)

Listed as Bop Alloy, Substantial, Marcus D – Universe Works (Instrumental) (Substantial & Marcus D Are Bop Alloy (Instrumentals)) · Watch on YouTube

youtube_video ps5d6RIxFdM · row ps5d6RIxFdM

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Effortless

Listed as Substantial – Effortless (The Garden) · Watch on YouTube

youtube_video qz6uqoSZD-Y · row qz6uqoSZD-Y

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Our Message

Listed as Bop Alloy, Marcus D, Substantial – Our Message (Winter Breaks 2) · Watch on YouTube

youtube_video sFUS4Gx96Yc · row sFUS4Gx96Yc

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8 Feet Under 8

Listed as W3alth, Substantial – 8 Feet Under 8 (Bridges) · Watch on YouTube

youtube_video t8Pp70D2S0E · row t8Pp70D2S0E

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In My Daughters Eyes (feat. Jsoul)

Listed as Substantial – In My Daughters Eyes (feat. Jsoul) (The Past Is Always Present in the Future) · Watch on YouTube

youtube_video ttEcbS3cOmA · row ttEcbS3cOmA

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Lasting Impression (feat. Wayna)

Listed as Substantial, Algorythm – Lasting Impression (feat. Wayna) (Always) · Watch on YouTube

youtube_video v5tRPuyMMo8 · row v5tRPuyMMo8

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Old Sound of Rebel Times 2.0 (feat. Marukabis)

Listed as Substantial, KDFoxx – Old Sound of Rebel Times 2.0 (feat. Marukabis) (Animal Arithmetic, Vol. 1) · Watch on YouTube

youtube_video vd6BDvGpAyk · row vd6BDvGpAyk

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Ptxd

Listed as Substantial – Ptxd (The Past Is Always Present in the Future) · Watch on YouTube

youtube_video vwckOd_VF2o · row vwckOd_VF2o

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Beyond the Stage (feat. Stephanie Gayle & Uyama Hiroto)

Listed as Substantial – Beyond the Stage (feat. Stephanie Gayle & Uyama Hiroto) (The Garden) · Watch on YouTube

youtube_video xBJag3TPId0 · row xBJag3TPId0

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No Better Time (feat. DJ Jav & Cise Starr)

Listed as Substantial – No Better Time (feat. DJ Jav & Cise Starr) (The Past Is Always Present in the Future) · Watch on YouTube

youtube_video ymLog3RTB-M · row ymLog3RTB-M

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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?