YouTrained

Artist Prefuse 73 on YouTube Music

Yes. Prefuse 73 has 151 songs listed in a dataset used to train AI music models.

Used for training 151

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 Female Demands, Pagina Dos, Back In Time

Listed under the artist name 151 songs in LAION-DISCO-12M

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

Female Demands

Listed as Prefuse 73 – Female Demands (One Word Extinguisher) · Watch on YouTube

youtube_video -3WBEGsREj8 · row -3WBEGsREj8

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Pagina Dos

Listed as Prefuse 73 – Pagina Dos (Surrounded By Silence) · Watch on YouTube

youtube_video 1MT0VQHd984 · row 1MT0VQHd984

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Back In Time

Listed as Prefuse 73 – Back In Time (Vocal Studies and Uprock Narratives) · Watch on YouTube

youtube_video 2fl2wv5yJio · row 2fl2wv5yJio

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Afternoon Love In

Listed as Prefuse 73 – Afternoon Love In (Vocal Studies and Uprock Narratives) · Watch on YouTube

youtube_video 4kXJudc6EhE · row 4kXJudc6EhE

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Smile In Your Face

Listed as Prefuse 73 – Smile In Your Face (Vocal Studies and Uprock Narratives) · Watch on YouTube

youtube_video 8csfLKsGUfk · row 8csfLKsGUfk

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Pentagram

Listed as Prefuse 73 – Pentagram (One Word Extinguisher) · Watch on YouTube

youtube_video 8g3yAxsLgCk · row 8g3yAxsLgCk

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Still Pretending

Listed as Prefuse 73 – Still Pretending (Forsyth Gardens) · Watch on YouTube

youtube_video 8hQtoRe-MfE · row 8hQtoRe-MfE

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Hot Winter's Day

Listed as Prefuse 73 – Hot Winter's Day (Vocal Studies and Uprock Narratives) · Watch on YouTube

youtube_video 8yQIevZ-__U · row 8yQIevZ-__U

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Wylin Out

Listed as Diverse, Prefuse-73, Mos Def – Wylin Out (Wylin Out) · Watch on YouTube

youtube_video 9jt5dlXRwgk · row 9jt5dlXRwgk

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Why I Love You (feat. Jenny Vasquez)

Listed as Prefuse 73 – Why I Love You (feat. Jenny Vasquez) (One Word Extinguisher) · Watch on YouTube

youtube_video A87I86SDC_I · row A87I86SDC_I

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Love You Bring

Listed as Prefuse 73 – Love You Bring (The '92 Vs '02 Collection) · Watch on YouTube

youtube_video AF1FnFTn4YE · row AF1FnFTn4YE

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Radio Attack

Listed as Prefuse 73 – Radio Attack (Vocal Studies and Uprock Narratives) · Watch on YouTube

youtube_video D-JJLFD69Ck · row D-JJLFD69Ck

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Rain Edit Interlude

Listed as Prefuse 73 – Rain Edit Interlude (Surrounded By Silence) · Watch on YouTube

youtube_video Dd8D8MgMMqg · row Dd8D8MgMMqg

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Martinique Was My Girl

Listed as Prefuse 73 – Martinique Was My Girl (Extinguished) · Watch on YouTube

youtube_video EYp0lpHqIHQ · row EYp0lpHqIHQ

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Storm Returns (A Prefuse/Tommy Guerrero Interlude)

Listed as Prefuse 73 – Storm Returns (A Prefuse/Tommy Guerrero Interlude) (One Word Extinguisher) · Watch on YouTube

youtube_video G4ZqjJNcfhc · row G4ZqjJNcfhc

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Infrared (feat. Sam Dew)

Listed as Prefuse 73, Sam Dew – Infrared (feat. Sam Dew) (Rivington Não Rio) · Watch on YouTube

youtube_video Gbp8kc5jynQ · row Gbp8kc5jynQ

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Inside

Listed as Prefuse 73 – Inside (Rivington Não Rio) · Watch on YouTube

youtube_video HevH5h1jLLw · row HevH5h1jLLw

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Perverted Undertone

Listed as Prefuse 73 – Perverted Undertone (One Word Extinguisher) · Watch on YouTube

youtube_video IRtcNS3q8gU · row IRtcNS3q8gU

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Busy Signal (Make You Go Bombing Mix) (A Prefuse/Dabrye Production)

Listed as Prefuse 73 – Busy Signal (Make You Go Bombing Mix) (A Prefuse/Dabrye Production) (One Word Extinguisher) · Watch on YouTube

youtube_video KdltiL6kniQ · row KdltiL6kniQ

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Dave’s Bonus Beats

Listed as Prefuse 73 – Dave’s Bonus Beats (One Word Extinguisher) · Watch on YouTube

youtube_video LKd138GhWmw · row LKd138GhWmw

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A Lord Without Jewels

Listed as Prefuse 73 – A Lord Without Jewels (A Lord Without Jewels) · Watch on YouTube

youtube_video LNpxi0yhEYU · row LNpxi0yhEYU

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One Word Extinguisher

Listed as Prefuse 73 – One Word Extinguisher (One Word Extinguisher) · Watch on YouTube

youtube_video OyWkTD3s0ro · row OyWkTD3s0ro

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Detchibe

Listed as Prefuse 73 – Detchibe (One Word Extinguisher) · Watch on YouTube

youtube_video POvkvwBdBGE · row POvkvwBdBGE

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Vast Wildlife Poison

Listed as Prefuse 73 – Vast Wildlife Poison (Vast Wildlife Poison) · Watch on YouTube

youtube_video QFuBG8rjY48 · row QFuBG8rjY48

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Gratis

Listed as Prefuse 73 – Gratis (Surrounded By Silence) · Watch on YouTube

youtube_video RkScJ6z3v9o · row RkScJ6z3v9o

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Wylin Out (RJD2 Remix)

Listed as Diverse, Prefuse-73, Mos Def – Wylin Out (RJD2 Remix) (Wylin Out) · Watch on YouTube

youtube_video S6rvEbbWef0 · row S6rvEbbWef0

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Sabbatical With Options

Listed as Prefuse 73 – Sabbatical With Options (Surrounded By Silence) · Watch on YouTube

youtube_video VTqvUC8fNdA · row VTqvUC8fNdA

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Five Minutes Away

Listed as Prefuse 73 – Five Minutes Away (Vocal Studies and Uprock Narratives) · Watch on YouTube

youtube_video VtoMDO4Wu1I · row VtoMDO4Wu1I

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Lion Chorus

Listed as Prefuse 73 – Lion Chorus (Lion Chorus) · Watch on YouTube

youtube_video X9nuBF1UzM0 · row X9nuBF1UzM0

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Nuno

Listed as Prefuse 73 – Nuno (Vocal Studies and Uprock Narratives) · Watch on YouTube

youtube_video YGyUU39O9jw · row YGyUU39O9jw

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Complete Rejection

Listed as Prefuse 73 – Complete Rejection (New Strategies For Modern Crime Volume 2) · Watch on YouTube

youtube_video Z8UpLF6ktVs · row Z8UpLF6ktVs

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Life Death (feat. Mikah 9)

Listed as Prefuse 73 – Life Death (feat. Mikah 9) (Vocal Studies and Uprock Narratives) · Watch on YouTube

youtube_video _FelwVUN-60 · row _FelwVUN-60

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Black List (feat. MF Doom & Aesop Rock)

Listed as Prefuse 73 – Black List (feat. MF Doom & Aesop Rock) (Vocal Studies and Uprock Narratives) · Watch on YouTube

youtube_video aVdoS4K8zYc · row aVdoS4K8zYc

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Uprock And Invigorate (A Prefuse/Dabrye Production)

Listed as Prefuse 73 – Uprock And Invigorate (A Prefuse/Dabrye Production) (One Word Extinguisher) · Watch on YouTube

youtube_video cbTsmX_G-ds · row cbTsmX_G-ds

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Digan Lo

Listed as Prefuse 73 – Digan Lo (Everything She Touched Turned Ampexian) · Watch on YouTube

youtube_video efJcDl0gVNM · row efJcDl0gVNM

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Hide Ya Face

Listed as Prefuse 73 – Hide Ya Face (Surrounded By Silence) · Watch on YouTube

youtube_video eugm3PCRRSE · row eugm3PCRRSE

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The End of Biters - International

Listed as Prefuse 73 – The End of Biters - International (One Word Extinguisher) · Watch on YouTube

youtube_video gZCh6wzZxuI · row gZCh6wzZxuI

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7th Message

Listed as Prefuse 73 – 7th Message (Vocal Studies and Uprock Narratives) · Watch on YouTube

youtube_video gibksIcjoHY · row gibksIcjoHY

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The End Of Air

Listed as Prefuse 73 – The End Of Air (The End Of Air) · Watch on YouTube

youtube_video gtd0e2zsGdk · row gtd0e2zsGdk

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Plastic (feat. Diverse)

Listed as Prefuse 73 – Plastic (feat. Diverse) (One Word Extinguisher) · Watch on YouTube

youtube_video i5NQ-_JuWTQ · row i5NQ-_JuWTQ

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The Wrong Side Of Reflection (Intro)

Listed as Prefuse 73 – The Wrong Side Of Reflection (Intro) (One Word Extinguisher) · Watch on YouTube

youtube_video jHe0aYxunZ0 · row jHe0aYxunZ0

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Robot Snares Got No Cadence Or Balance

Listed as Prefuse 73 – Robot Snares Got No Cadence Or Balance (Extinguished) · Watch on YouTube

youtube_video jUGQpxVFE8g · row jUGQpxVFE8g

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Last Night (feat. Sam Prekop)

Listed as Prefuse 73 – Last Night (feat. Sam Prekop) (Vocal Studies and Uprock Narratives) · Watch on YouTube

youtube_video n-4DuzlZy9E · row n-4DuzlZy9E

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Styles That Fade Away With A Collonade Reprise

Listed as Prefuse 73 – Styles That Fade Away With A Collonade Reprise (One Word Extinguisher) · Watch on YouTube

youtube_video oCVcPUEMGOc · row oCVcPUEMGOc

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The Color Of Tempo

Listed as Prefuse 73 – The Color Of Tempo (One Word Extinguisher) · Watch on YouTube

youtube_video oKUpI5Ju0SU · row oKUpI5Ju0SU

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Choking You

Listed as Prefuse 73 – Choking You (One Word Extinguisher) · Watch on YouTube

youtube_video p2esSSel9u4 · row p2esSSel9u4

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Onboard, Overboard

Listed as Prefuse 73 – Onboard, Overboard (New Strategies For Modern Crime Volume 1) · Watch on YouTube

youtube_video rIJn27M8-xQ · row rIJn27M8-xQ

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Point To B

Listed as Prefuse 73 – Point To B (Vocal Studies and Uprock Narratives) · Watch on YouTube

youtube_video s8baj4XOh0c · row s8baj4XOh0c

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The Class of 73 Bells (Radio Edit) (feat. School Of Seven Bells)

Listed as Prefuse 73 – The Class of 73 Bells (Radio Edit) (feat. School Of Seven Bells) (The Class of 73 Bells) · Watch on YouTube

youtube_video yUsO5EACsMM · row yUsO5EACsMM

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Eve Of Dextruction

Listed as Prefuse 73 – Eve Of Dextruction (Vocal Studies and Uprock Narratives) · Watch on YouTube

youtube_video z15zmbpVv_4 · row z15zmbpVv_4

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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.

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