YouTrained

Artist Prefab Sprout on YouTube Music

Yes. Prefab Sprout has 139 songs listed in a dataset used to train AI music models.

Used for training 139

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 Tiffanys, Life's a Miracle, Wild Card In The Pack

Listed under the artist name 139 songs in LAION-DISCO-12M

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

Tiffanys

Listed as Prefab Sprout – Tiffanys (Protest Songs) · Watch on YouTube

youtube_video 07oYNsXCMko · row 07oYNsXCMko

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Life's a Miracle

Listed as Prefab Sprout – Life's a Miracle (Andromeda Heights) · Watch on YouTube

youtube_video 2N5qdu9Ijts · row 2N5qdu9Ijts

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Wild Card In The Pack

Listed as Prefab Sprout – Wild Card In The Pack (The Gunman And Other Stories) · Watch on YouTube

youtube_video 5qksmWPo260 · row 5qksmWPo260

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'Til the Cows Come Home

Listed as Prefab Sprout – 'Til the Cows Come Home (Protest Songs) · Watch on YouTube

youtube_video 6rP0gnsgDpw · row 6rP0gnsgDpw

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Billy

Listed as Prefab Sprout – Billy (Crimson / Red) · Watch on YouTube

youtube_video 6ve3L1dOJ1U · row 6ve3L1dOJ1U

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Michael

Listed as Prefab Sprout – Michael (Jordan: The Comeback) · Watch on YouTube

youtube_video 7kNpE65N2XA · row 7kNpE65N2XA

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Ride Home to Jesus

Listed as Prefab Sprout – Ride Home to Jesus (Let's Change The World With Music) · Watch on YouTube

youtube_video 8Nsa5HOw0Zw · row 8Nsa5HOw0Zw

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Let There Be Music

Listed as Prefab Sprout – Let There Be Music (Let's Change The World With Music) · Watch on YouTube

youtube_video A-M191T70sc · row A-M191T70sc

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One of the Broken (Single Version)

Listed as Prefab Sprout – One of the Broken (Single Version) (Jordan: The Comeback) · Watch on YouTube

youtube_video BA0KQxBz2uc · row BA0KQxBz2uc

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God Watch Over You

Listed as Prefab Sprout – God Watch Over You (Let's Change The World With Music) · Watch on YouTube

youtube_video CQuyLRdQoMs · row CQuyLRdQoMs

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Esprit de Corps

Listed as Prefab Sprout – Esprit de Corps (I Trawl the Megahertz) · Watch on YouTube

youtube_video De8LJQ57eXc · row De8LJQ57eXc

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List of Impossible Things

Listed as Prefab Sprout – List of Impossible Things (Crimson / Red) · Watch on YouTube

youtube_video EFCvTgylyiY · row EFCvTgylyiY

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Desire As

Listed as Prefab Sprout – Desire As (Steve McQueen) · Watch on YouTube

youtube_video Fr_WwjxL-cI · row Fr_WwjxL-cI

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Fall from Grace

Listed as Prefab Sprout – Fall from Grace (I Trawl the Megahertz) · Watch on YouTube

youtube_video Hieb3Y80ieY · row Hieb3Y80ieY

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Hallelujah

Listed as Prefab Sprout – Hallelujah (Steve McQueen) · Watch on YouTube

youtube_video I0yJJ6ucJuU · row I0yJJ6ucJuU

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Faron Young (Acoustic)

Listed as Prefab Sprout – Faron Young (Acoustic) (Steve McQueen) · Watch on YouTube

youtube_video IbX93f9XHTI · row IbX93f9XHTI

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Sleeping Rough

Listed as Prefab Sprout – Sleeping Rough (I Trawl the Megahertz) · Watch on YouTube

youtube_video JnZ2aMndh0o · row JnZ2aMndh0o

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The Wedding March

Listed as Prefab Sprout – The Wedding March (Jordan: The Comeback) · Watch on YouTube

youtube_video LdiqbxWy9oc · row LdiqbxWy9oc

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Mercy

Listed as Prefab Sprout – Mercy (Jordan: The Comeback) · Watch on YouTube

youtube_video NRX-kNXhnqs · row NRX-kNXhnqs

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Avenue of Stars

Listed as Prefab Sprout – Avenue of Stars (Andromeda Heights) · Watch on YouTube

youtube_video NnTIxwCd6BE · row NnTIxwCd6BE

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Cornfield Ablaze

Listed as Prefab Sprout – Cornfield Ablaze (The Gunman And Other Stories) · Watch on YouTube

youtube_video Obx3UNVTsFI · row Obx3UNVTsFI

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He'll Have To Go

Listed as Prefab Sprout – He'll Have To Go (Steve McQueen) · Watch on YouTube

youtube_video QpKwi5HEHwY · row QpKwi5HEHwY

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Green Isaac (I)

Listed as Prefab Sprout – Green Isaac (I) (Swoon) · Watch on YouTube

youtube_video TrECjqsfK-M · row TrECjqsfK-M

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Paris Smith

Listed as Prefab Sprout – Paris Smith (Jordan: The Comeback) · Watch on YouTube

youtube_video WZ0jeu-tvfE · row WZ0jeu-tvfE

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Elegance

Listed as Prefab Sprout – Elegance (Swoon) · Watch on YouTube

youtube_video Wr8AuuaYHhA · row Wr8AuuaYHhA

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Whoever You Are

Listed as Prefab Sprout – Whoever You Are (Andromeda Heights) · Watch on YouTube

youtube_video WvNG763P2q4 · row WvNG763P2q4

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Ghost Town Blues

Listed as Prefab Sprout – Ghost Town Blues (Swoon) · Watch on YouTube

youtube_video XencWcQ-09M · row XencWcQ-09M

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When Love Breaks Down (Acoustic)

Listed as Prefab Sprout – When Love Breaks Down (Acoustic) (Steve McQueen) · Watch on YouTube

youtube_video YGWb4AcBAZE · row YGWb4AcBAZE

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Jesse James Symphony

Listed as Prefab Sprout – Jesse James Symphony (Jordan: The Comeback) · Watch on YouTube

youtube_video ZOBaTYDbDb8 · row ZOBaTYDbDb8

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Doo-Wop In Harlem

Listed as Prefab Sprout – Doo-Wop In Harlem (Jordan: The Comeback) · Watch on YouTube

youtube_video _pABjZQZATs · row _pABjZQZATs

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Love Will Find Someone For You

Listed as Prefab Sprout – Love Will Find Someone For You (The Gunman And Other Stories) · Watch on YouTube

youtube_video _vcKthaAwtE · row _vcKthaAwtE

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We Were Poor...

Listed as Prefab Sprout – We Were Poor... (I Trawl the Megahertz) · Watch on YouTube

youtube_video aM4KFtPgAjE · row aM4KFtPgAjE

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Wicked Things

Listed as Prefab Sprout – Wicked Things (Protest Songs) · Watch on YouTube

youtube_video azqANHuZcZg · row azqANHuZcZg

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Earth, The Story So Far

Listed as Prefab Sprout – Earth, The Story So Far (Let's Change The World With Music) · Watch on YouTube

youtube_video bl5zNzdORwo · row bl5zNzdORwo

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All Boys Believe Anything

Listed as Prefab Sprout – All Boys Believe Anything (Jordan: The Comeback) · Watch on YouTube

youtube_video g8ts2XE1xIQ · row g8ts2XE1xIQ

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The Venus of the Soup Kitchen

Listed as Prefab Sprout – The Venus of the Soup Kitchen (From Langley Park to Memphis) · Watch on YouTube

youtube_video h-0okVMXLm4 · row h-0okVMXLm4

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The Gunman

Listed as Prefab Sprout – The Gunman (The Gunman And Other Stories) · Watch on YouTube

youtube_video hfWOVRVYiQo · row hfWOVRVYiQo

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Sweet Gospel Music

Listed as Prefab Sprout – Sweet Gospel Music (Let's Change The World With Music) · Watch on YouTube

youtube_video i1Nl9X12Zzg · row i1Nl9X12Zzg

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Couldn't Bear to Be Special

Listed as Prefab Sprout – Couldn't Bear to Be Special (Swoon) · Watch on YouTube

youtube_video itC6AgKFjTg · row itC6AgKFjTg

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Radio Love

Listed as Prefab Sprout – Radio Love (The Sun Shines Here: The Roots Of Indie-Pop 1980-1984) · Watch on YouTube

youtube_video knQNlW9zhy4 · row knQNlW9zhy4

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I Never Play Basketball Now

Listed as Prefab Sprout – I Never Play Basketball Now (Swoon) · Watch on YouTube

youtube_video qLe61AIU9Ws · row qLe61AIU9Ws

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Andromeda Heights

Listed as Prefab Sprout – Andromeda Heights (Andromeda Heights) · Watch on YouTube

youtube_video s4NI6UsLqXc · row s4NI6UsLqXc

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Here On the Eerie

Listed as Prefab Sprout – Here On the Eerie (Swoon) · Watch on YouTube

youtube_video sKve95ax4RA · row sKve95ax4RA

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Goodbye Lucille #1 (Acoustic)

Listed as Prefab Sprout – Goodbye Lucille #1 (Acoustic) (Steve McQueen) · Watch on YouTube

youtube_video uZZ_Bnx5W-0 · row uZZ_Bnx5W-0

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The Fifth Horseman

Listed as Prefab Sprout – The Fifth Horseman (Andromeda Heights) · Watch on YouTube

youtube_video vf77kJz2TOw · row vf77kJz2TOw

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Swans

Listed as Prefab Sprout – Swans (Andromeda Heights) · Watch on YouTube

youtube_video wbeZBrU2c4Q · row wbeZBrU2c4Q

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I'm 49

Listed as Prefab Sprout – I'm 49 (I Trawl the Megahertz) · Watch on YouTube

youtube_video x02MHgzUX2c · row x02MHgzUX2c

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Steal Your Thunder

Listed as Prefab Sprout – Steal Your Thunder (Andromeda Heights) · Watch on YouTube

youtube_video x_iE_K983Ok · row x_iE_K983Ok

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Adolescence

Listed as Prefab Sprout – Adolescence (Crimson / Red) · Watch on YouTube

youtube_video y95zlIU3i3U · row y95zlIU3i3U

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Technique

Listed as Prefab Sprout – Technique (Swoon) · Watch on YouTube

youtube_video ypbPKC_McCk · row ypbPKC_McCk

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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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