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 Orgone Accumulator, I've Always Been a Coward Baby, She's Surreal

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.

Orgone Accumulator

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

youtube_video -YJQ64aF2ZM · row -YJQ64aF2ZM

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I've Always Been a Coward Baby

Listed as Pop Will Eat Itself – I've Always Been a Coward Baby (The Looks Or The Lifestyle) · Watch on YouTube

youtube_video -tkAqa35NtI · row -tkAqa35NtI

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She's Surreal

Listed as Pop Will Eat Itself – She's Surreal (Box Frenzy) · Watch on YouTube

youtube_video 1rKejQDiNPM · row 1rKejQDiNPM

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They Can't Take (What You Won't Let 'em Have)

Listed as Pop Will Eat Itself – They Can't Take (What You Won't Let 'em Have) (Anti-Nasty League) · Watch on YouTube

youtube_video 2SgyZ2pEUSY · row 2SgyZ2pEUSY

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PWEIzation (7" Version)

Listed as Pop Will Eat Itself – PWEIzation (7" Version) (16 Different Flavours Of Hell) · Watch on YouTube

youtube_video 8YrDOY5EZu0 · row 8YrDOY5EZu0

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The Beat That Refused to Die

Listed as Pop Will Eat Itself – The Beat That Refused to Die (Cure For Sanity) · Watch on YouTube

youtube_video 8mTqvzdKFFc · row 8mTqvzdKFFc

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Englands Finest

Listed as Pop Will Eat Itself – Englands Finest (The Looks Or The Lifestyle) · Watch on YouTube

youtube_video 8zImRFt2iWE · row 8zImRFt2iWE

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Familus Horribilus (Jah Mega Wob #2)

Listed as Pop Will Eat Itself – Familus Horribilus (Jah Mega Wob #2) (Two Fingers My Friends!) · Watch on YouTube

youtube_video 9BbKHL6Bfso · row 9BbKHL6Bfso

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Medicine Man Speak With Forked Tongue

Listed as Pop Will Eat Itself – Medicine Man Speak With Forked Tongue (Cure For Sanity) · Watch on YouTube

youtube_video 9m0_amxpUv0 · row 9m0_amxpUv0

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Sick Little Girl

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

youtube_video AtYpx7KlB_M · row AtYpx7KlB_M

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The Poppies Strike Back

Listed as Pop Will Eat Itself – The Poppies Strike Back (The Poppies Strike Back) · Watch on YouTube

youtube_video BNoW7Miqisc · row BNoW7Miqisc

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Token Drug Song

Listed as Pop Will Eat Itself – Token Drug Song (The Looks Or The Lifestyle) · Watch on YouTube

youtube_video CePlbTYKwQI · row CePlbTYKwQI

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Psychosexual

Listed as Pop Will Eat Itself – Psychosexual (Cure For Sanity) · Watch on YouTube

youtube_video FGsVEcBbTMk · row FGsVEcBbTMk

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Oh Grebo, I Think I Love You

Listed as Pop Will Eat Itself – Oh Grebo, I Think I Love You (Now for a Feast) · Watch on YouTube

youtube_video FW8d2R-1hdk · row FW8d2R-1hdk

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(War Inside) My Stupid Head

Listed as Pop Will Eat Itself – (War Inside) My Stupid Head (Anti-Nasty League) · Watch on YouTube

youtube_video FZDq8uVohfs · row FZDq8uVohfs

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Intergalactic Love Mission

Listed as Pop Will Eat Itself – Intergalactic Love Mission (Box Frenzy) · Watch on YouTube

youtube_video Fhc5N9y1BHk · row Fhc5N9y1BHk

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I Was a Teenage Grandad

Listed as Pop Will Eat Itself – I Was a Teenage Grandad (The Looks Or The Lifestyle) · Watch on YouTube

youtube_video HRBivpKjoTs · row HRBivpKjoTs

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Shortwave Transmission On "Up to the Minuteman Nine"

Listed as Pop Will Eat Itself – Shortwave Transmission On "Up to the Minuteman Nine" (This Is The Day...) · Watch on YouTube

youtube_video IVmAAB5vFIg · row IVmAAB5vFIg

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Menofearthereaper (The Concrete No Fee No Fear Mix)

Listed as Pop Will Eat Itself – Menofearthereaper (The Concrete No Fee No Fear Mix) (Two Fingers My Friends!) · Watch on YouTube

youtube_video IXrwz-_RVUQ · row IXrwz-_RVUQ

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Candydiosis

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

youtube_video QAxAOK885B4 · row QAxAOK885B4

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Kick To Kill (Jim Foetus Seersucker Mix)

Listed as Pop Will Eat Itself – Kick To Kill (Jim Foetus Seersucker Mix) (Two Fingers My Friends!) · Watch on YouTube

youtube_video RbdZwo8cUGY · row RbdZwo8cUGY

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Fatman (The Hoodlum Priest Fatboy Mix)

Listed as Pop Will Eat Itself – Fatman (The Hoodlum Priest Fatboy Mix) (Two Fingers My Friends!) · Watch on YouTube

youtube_video Roen8R7pH0A · row Roen8R7pH0A

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Oldskool Cool

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

youtube_video Rt6kOaQZQ50 · row Rt6kOaQZQ50

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Chihuahua

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

youtube_video SfmHv9RANgk · row SfmHv9RANgk

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Evelyn

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

youtube_video U--SDFgXLmE · row U--SDFgXLmE

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Love Missile F1-11 (Orginal Poppies Mix)

Listed as Pop Will Eat Itself – Love Missile F1-11 (Orginal Poppies Mix) (Now for a Feast) · Watch on YouTube

youtube_video U70ZOcu5D4Y · row U70ZOcu5D4Y

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City Zen Radio 1990/2000 FM

Listed as Pop Will Eat Itself – City Zen Radio 1990/2000 FM (Cure For Sanity) · Watch on YouTube

youtube_video UUN68Zc2C5w · row UUN68Zc2C5w

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Babylon (Loop Guru a Dub Fire Mix)

Listed as Pop Will Eat Itself – Babylon (Loop Guru a Dub Fire Mix) (Two Fingers My Friends!) · Watch on YouTube

youtube_video UtmjT6CK-w8 · row UtmjT6CK-w8

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Another Man's Rhubarb (7" Mix)

Listed as Pop Will Eat Itself – Another Man's Rhubarb (7" Mix) (Cure For Sanity) · Watch on YouTube

youtube_video VC1a48_mCVM · row VC1a48_mCVM

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Urban Futuristic

Listed as Pop Will Eat Itself – Urban Futuristic (The Looks Or The Lifestyle) · Watch on YouTube

youtube_video XXMKR7poZ2c · row XXMKR7poZ2c

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Home (Orb Sweet Sin & Salvation Mix)

Listed as Pop Will Eat Itself – Home (Orb Sweet Sin & Salvation Mix) (Two Fingers My Friends!) · Watch on YouTube

youtube_video Xz3JXN2NlrU · row Xz3JXN2NlrU

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21st Century English Civil War

Listed as Pop Will Eat Itself – 21st Century English Civil War (Anti-Nasty League) · Watch on YouTube

youtube_video YDF5qHrfoCg · row YDF5qHrfoCg

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Mother

Listed as Pop Will Eat Itself – Mother (The Looks Or The Lifestyle) · Watch on YouTube

youtube_video ahInbHnFd3I · row ahInbHnFd3I

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Sweet Sweet Pie

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

youtube_video b63uRYiSZyY · row b63uRYiSZyY

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Reclaim the Game - Funk FIFA (feat. BNegão)

Listed as Pop Will Eat Itself – Reclaim the Game - Funk FIFA (feat. BNegão) (Reclaim the Game - Funk FIFA (0-0-11 Formation Remixes)) · Watch on YouTube

youtube_video cUjjCbxUEFQ · row cUjjCbxUEFQ

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Poison to the Mind

Listed as Pop Will Eat Itself – Poison to the Mind (This Is The Day...) · Watch on YouTube

youtube_video ffPjII-GJ7Y · row ffPjII-GJ7Y

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Everything's Cool (Youth's Safe as Milk Mix)

Listed as Pop Will Eat Itself – Everything's Cool (Youth's Safe as Milk Mix) (Two Fingers My Friends!) · Watch on YouTube

youtube_video g781i6RA-B4 · row g781i6RA-B4

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Inside You

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

youtube_video hP0FHDxRUhU · row hP0FHDxRUhU

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Very Metal Noise Pollution

Listed as Pop Will Eat Itself – Very Metal Noise Pollution (Cure For Sanity) · Watch on YouTube

youtube_video iL0hRD2Wr0A · row iL0hRD2Wr0A

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Dr. Nightmare's Medication Time

Listed as Pop Will Eat Itself – Dr. Nightmare's Medication Time (Cure For Sanity) · Watch on YouTube

youtube_video iWDDER65_5E · row iWDDER65_5E

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Ich Bin Ein Auslander (FUN-da-MENTAL 12" Mix)

Listed as Pop Will Eat Itself – Ich Bin Ein Auslander (FUN-da-MENTAL 12" Mix) (Two Fingers My Friends!) · Watch on YouTube

youtube_video lua07Urq5QY · row lua07Urq5QY

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Underbelly (Renegade Soundwave Blackout Mix)

Listed as Pop Will Eat Itself – Underbelly (Renegade Soundwave Blackout Mix) (Two Fingers My Friends!) · Watch on YouTube

youtube_video mGRxa4duu5A · row mGRxa4duu5A

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Pretty Pretty

Listed as Pop Will Eat Itself – Pretty Pretty (The Looks Or The Lifestyle) · Watch on YouTube

youtube_video ozveLNE53OA · row ozveLNE53OA

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Chaos & Mayhem

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

youtube_video rnM-7pq6dBI · row rnM-7pq6dBI

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Nosebleeder Turbo Tv

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

youtube_video rpIafe806CE · row rpIafe806CE

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Love Missile F1-11

Listed as Pop Will Eat Itself – Love Missile F1-11 (Box Frenzy) · Watch on YouTube

youtube_video t4eTHO3LHT0 · row t4eTHO3LHT0

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"...On the Razors Edge..."

Listed as Pop Will Eat Itself – "...On the Razors Edge..." (Box Frenzy) · Watch on YouTube

youtube_video uxWVdHz8mO8 · row uxWVdHz8mO8

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Preaching to the Perverted

Listed as Pop Will Eat Itself – Preaching to the Perverted (16 Different Flavours Of Hell) · Watch on YouTube

youtube_video v4mO4ZK3dUk · row v4mO4ZK3dUk

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Back 2 Business

Listed as Pop Will Eat Itself – Back 2 Business (New Noise Designed by a Sadist) · Watch on YouTube

youtube_video xDX0W9f8_MI · row xDX0W9f8_MI

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U.B.L.U.D.

Listed as Pop Will Eat Itself – U.B.L.U.D. (Box Frenzy) · Watch on YouTube

youtube_video ysxUvJVf9lM · row ysxUvJVf9lM

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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.