YouTrained

Artist Pop Will Eat Itself on YouTube Music

Yes. Pop Will Eat Itself has 136 songs listed in a dataset used to train AI music models.

Used for training 136

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 Bubbles, I'm Sniffin' with You Hoo, Mask

Listed under the artist name 136 songs in LAION-DISCO-12M

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

Bubbles

Listed as Pop Will Eat Itself – Bubbles (Box Frenzy) · Watch on YouTube

youtube_video -AnPlwsoIb0 · row -AnPlwsoIb0

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I'm Sniffin' with You Hoo

Listed as Pop Will Eat Itself – I'm Sniffin' with You Hoo (Now for a Feast) · Watch on YouTube

youtube_video 0kz5vfqcvwM · row 0kz5vfqcvwM

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Mask

Listed as Pop Will Eat Itself – Mask (New Noise Designed by a Sadist) · Watch on YouTube

youtube_video 1CguCdzTVuw · row 1CguCdzTVuw

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The Black Country Chainstore Massacre

Listed as Pop Will Eat Itself – The Black Country Chainstore Massacre (Now for a Feast) · Watch on YouTube

youtube_video 6saZtXJFdPw · row 6saZtXJFdPw

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Equal Zero

Listed as Pop Will Eat Itself – Equal Zero (New Noise Designed by a Sadist) · Watch on YouTube

youtube_video C-qPv_nkto0 · row C-qPv_nkto0

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Razorblade Kisses

Listed as Pop Will Eat Itself – Razorblade Kisses (Box Frenzy) · Watch on YouTube

youtube_video Cfuhs3ixY9Q · row Cfuhs3ixY9Q

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Ugly

Listed as Pop Will Eat Itself – Ugly (Box Frenzy) · Watch on YouTube

youtube_video CroETQY51J4 · row CroETQY51J4

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Monogamy

Listed as Pop Will Eat Itself – Monogamy (Now for a Feast) · Watch on YouTube

youtube_video DmxdtHLC1P8 · row DmxdtHLC1P8

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Picnic in the Sky

Listed as Pop Will Eat Itself – Picnic in the Sky (Box Frenzy (25th Anniversary Expanded Edition)) · Watch on YouTube

youtube_video FkGgMR5nWZ8 · row FkGgMR5nWZ8

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Cape Connection (Transglobal Underground Cossack In UFO Encounter Confusion!)

Listed as Pop Will Eat Itself – Cape Connection (Transglobal Underground Cossack In UFO Encounter Confusion!) (Two Fingers My Friends!) · Watch on YouTube

youtube_video HmscJ8BAMSA · row HmscJ8BAMSA

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Smash It! (Instrumental)

Listed as Pop Will Eat Itself – Smash It! (Instrumental) (Anti-Nasty League) · Watch on YouTube

youtube_video L2BnGK2_Ouw · row L2BnGK2_Ouw

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Mental Pollution

Listed as Pop Will Eat Itself – Mental Pollution (Anti-Nasty League) · Watch on YouTube

youtube_video Oa7U1x8kEH4 · row Oa7U1x8kEH4

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Sacrifice and Pain (Instrumental)

Listed as Pop Will Eat Itself – Sacrifice and Pain (Instrumental) (Anti-Nasty League) · Watch on YouTube

youtube_video RK-VmvLjv-w · row RK-VmvLjv-w

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The Devil Inside

Listed as Pop Will Eat Itself – The Devil Inside (Now for a Feast) · Watch on YouTube

youtube_video TMBtnuOCjko · row TMBtnuOCjko

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Angry Man's Deathbed

Listed as Pop Will Eat Itself – Angry Man's Deathbed (Anti-Nasty League) · Watch on YouTube

youtube_video U_f5vHhrYBo · row U_f5vHhrYBo

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Captain Plastic

Listed as Pop Will Eat Itself – Captain Plastic (New Noise Designed by a Sadist) · Watch on YouTube

youtube_video Ukp0fer8k7Q · row Ukp0fer8k7Q

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There Is No Love Between Us Anymore (Specially Extended Dance Mix)

Listed as Pop Will Eat Itself – There Is No Love Between Us Anymore (Specially Extended Dance Mix) (Box Frenzy (25th Anniversary Expanded Edition)) · Watch on YouTube

youtube_video UtymFMPhNdI · row UtymFMPhNdI

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Titanic Clown

Listed as Pop Will Eat Itself – Titanic Clown (Now for a Feast) · Watch on YouTube

youtube_video V6t-G1W2hz4 · row V6t-G1W2hz4

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Digital Meltdown

Listed as Pop Will Eat Itself – Digital Meltdown (Anti-Nasty League) · Watch on YouTube

youtube_video VLqaZySTKSA · row VLqaZySTKSA

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King Kisser

Listed as Pop Will Eat Itself – King Kisser (Anti-Nasty League) · Watch on YouTube

youtube_video W5QkOOLCAfw · row W5QkOOLCAfw

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Smash It!

Listed as Pop Will Eat Itself – Smash It! (Anti-Nasty League) · Watch on YouTube

youtube_video XuA7tV1Pm-Y · row XuA7tV1Pm-Y

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Grebo Guru (Sonic Sounds EP Mix)

Listed as Pop Will Eat Itself – Grebo Guru (Sonic Sounds EP Mix) (Box Frenzy (25th Anniversary Expanded Edition)) · Watch on YouTube

youtube_video Ya5kkfihNFs · row Ya5kkfihNFs

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Wasted (Part 1)

Listed as Pop Will Eat Itself – Wasted (Part 1) (New Noise Designed by a Sadist) · Watch on YouTube

youtube_video ZmDg-fzno-c · row ZmDg-fzno-c

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Intergalactic Love Mission (Graham's Home Demo)

Listed as Pop Will Eat Itself – Intergalactic Love Mission (Graham's Home Demo) (Box Frenzy (25th Anniversary Expanded Edition)) · Watch on YouTube

youtube_video ZqM4hhGdNoI · row ZqM4hhGdNoI

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Mesmerised

Listed as Pop Will Eat Itself – Mesmerised (Now for a Feast) · Watch on YouTube

youtube_video bQCG8MOpO0A · row bQCG8MOpO0A

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Set Sail for Death

Listed as Pop Will Eat Itself – Set Sail for Death (Anti-Nasty League) · Watch on YouTube

youtube_video bSQbYg4XWEU · row bSQbYg4XWEU

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Seek & Destroy

Listed as Pop Will Eat Itself – Seek & Destroy (New Noise Designed by a Sadist) · Watch on YouTube

youtube_video cwFQZWPMvyI · row cwFQZWPMvyI

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There's a Phychopath in My Soup

Listed as Pop Will Eat Itself – There's a Phychopath in My Soup (Now for a Feast) · Watch on YouTube

youtube_video hxSib32Ss_M · row hxSib32Ss_M

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Runaround

Listed as Pop Will Eat Itself – Runaround (Now for a Feast) · Watch on YouTube

youtube_video jqswNi9ZZBE · row jqswNi9ZZBE

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Another Man's Rhubarb (7" Mix)

Listed as Pop Will Eat Itself – Another Man's Rhubarb (7" Mix) (16 Different Flavours Of Hell) · Watch on YouTube

youtube_video kKB4gGW4Nyo · row kKB4gGW4Nyo

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Everything that Rises

Listed as Pop Will Eat Itself – Everything that Rises (Now for a Feast) · Watch on YouTube

youtube_video p7nC-JplfeA · row p7nC-JplfeA

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Bulletproof! (Live)

Listed as Pop Will Eat Itself – Bulletproof! (Live) (Weird's Bar And Grill/Live) · Watch on YouTube

youtube_video pLdQ6QsqtWo · row pLdQ6QsqtWo

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Friends

Listed as Pop Will Eat Itself – Friends (Random) · Watch on YouTube

youtube_video qIYASxAJsqo · row qIYASxAJsqo

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Kiss that Girl

Listed as Pop Will Eat Itself – Kiss that Girl (Box Frenzy) · Watch on YouTube

youtube_video qLgTh7u2BH4 · row qLgTh7u2BH4

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B-B-B-Breakdown

Listed as Pop Will Eat Itself – B-B-B-Breakdown (Now for a Feast) · Watch on YouTube

youtube_video sLK3DP203yE · row sLK3DP203yE

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Def.Con.One (Live)

Listed as Pop Will Eat Itself – Def.Con.One (Live) (Weird's Bar And Grill/Live) · Watch on YouTube

youtube_video sr6jVENK-RI · row sr6jVENK-RI

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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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