YouTrained

Artist Machine Head on YouTube Music

Yes. Machine Head has 149 songs listed in a dataset used to train AI music models.

Used for training 149

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 Pearls Before the Swine, In the Presence of My Enemies, BLØØDSHØT

Listed under the artist name 149 songs in LAION-DISCO-12M

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

Pearls Before the Swine

Listed as Machine Head – Pearls Before the Swine (Unto the Locust) · Watch on YouTube

youtube_video -aEAlTHKtvE · row -aEAlTHKtvE

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In the Presence of My Enemies

Listed as Machine Head – In the Presence of My Enemies (Through the Ashes of Empires) · Watch on YouTube

youtube_video 03EUaGincvU · row 03EUaGincvU

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BLØØDSHØT

Listed as Machine Head – BLØØDSHØT (ØF KINGDØM AND CRØWN) · Watch on YouTube

youtube_video 25e9EaVFJbQ · row 25e9EaVFJbQ

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Heavy Lies The Crown

Listed as Machine Head – Heavy Lies The Crown (Catharsis) · Watch on YouTube

youtube_video 5QSZK6DpAtI · row 5QSZK6DpAtI

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Battery

Listed as Machine Head – Battery (Battery) · Watch on YouTube

youtube_video 5Ygeh_P3ZlQ · row 5Ygeh_P3ZlQ

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Seasons Wither

Listed as Machine Head – Seasons Wither (Through the Ashes of Empires) · Watch on YouTube

youtube_video 73C208NeZ6o · row 73C208NeZ6o

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Five

Listed as Machine Head – Five (The Burning Red) · Watch on YouTube

youtube_video 8SQ31Ec57qY · row 8SQ31Ec57qY

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Killers & Kings

Listed as Machine Head – Killers & Kings (Bloodstone & Diamonds) · Watch on YouTube

youtube_video 8ZV1Drbk1hQ · row 8ZV1Drbk1hQ

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Volatile

Listed as Machine Head – Volatile (Catharsis) · Watch on YouTube

youtube_video 8fDo-V4cpa0 · row 8fDo-V4cpa0

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Wolves

Listed as Machine Head – Wolves (The Blackening) · Watch on YouTube

youtube_video 96g603Ysffo · row 96g603Ysffo

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In Comes The Flood

Listed as Machine Head – In Comes The Flood (Bloodstone & Diamonds) · Watch on YouTube

youtube_video Ac4tTm22VSg · row Ac4tTm22VSg

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A Thousand Lies (Live in the Studio 2019)

Listed as Machine Head – A Thousand Lies (Live in the Studio 2019) (Burn My Eyes (Live-in-the-Studio 2019)) · Watch on YouTube

youtube_video Aht0ZMmSoKY · row Aht0ZMmSoKY

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Take Me Through The Fire

Listed as Machine Head – Take Me Through The Fire (Bloodstone & Diamonds) · Watch on YouTube

youtube_video CVmrD0WkoEs · row CVmrD0WkoEs

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The Frontlines

Listed as Machine Head – The Frontlines (The More Things Change...) · Watch on YouTube

youtube_video CZhwvqBo7RQ · row CZhwvqBo7RQ

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Blood of the Zodiac

Listed as Machine Head – Blood of the Zodiac (The More Things Change...) · Watch on YouTube

youtube_video EmuNzIFEL94 · row EmuNzIFEL94

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Slanderous

Listed as Machine Head – Slanderous (The Blackening) · Watch on YouTube

youtube_video GPVkU0x6vGY · row GPVkU0x6vGY

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I'm Your God Now

Listed as Machine Head – I'm Your God Now (Burn My Eyes) · Watch on YouTube

youtube_video HFl13dWlOlA · row HFl13dWlOlA

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Death Church

Listed as Machine Head – Death Church (Burn My Eyes) · Watch on YouTube

youtube_video IsipuQQsqAM · row IsipuQQsqAM

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Who We Are

Listed as Machine Head – Who We Are (Unto the Locust) · Watch on YouTube

youtube_video Jb4gac4qJtk · row Jb4gac4qJtk

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None but My Own (Live in the Studio 2019)

Listed as Machine Head – None but My Own (Live in the Studio 2019) (Burn My Eyes (Live-in-the-Studio 2019)) · Watch on YouTube

youtube_video KSpk5HscUc4 · row KSpk5HscUc4

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Exhale the Vile

Listed as Machine Head – Exhale the Vile (The Burning Red) · Watch on YouTube

youtube_video LTtZfW1FYYM · row LTtZfW1FYYM

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Violate

Listed as Machine Head – Violate (The More Things Change...) · Watch on YouTube

youtube_video LUYJpTOtJvc · row LUYJpTOtJvc

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The Blood, the Sweat, the Tears (Hellalive)

Listed as Machine Head – The Blood, the Sweat, the Tears (Hellalive) (Hellalive) · Watch on YouTube

youtube_video N5SnDHH2kms · row N5SnDHH2kms

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Death Church (Live in the Studio 2019)

Listed as Machine Head – Death Church (Live in the Studio 2019) (Burn My Eyes (Live-in-the-Studio 2019)) · Watch on YouTube

youtube_video N_houtpWEsM · row N_houtpWEsM

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Blood for Blood

Listed as Machine Head – Blood for Blood (Burn My Eyes) · Watch on YouTube

youtube_video O0acUh4stoM · row O0acUh4stoM

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Enter the Phoenix

Listed as Machine Head – Enter the Phoenix (The Burning Red) · Watch on YouTube

youtube_video QTePXzgUyOA · row QTePXzgUyOA

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American High

Listed as Machine Head – American High (Supercharger) · Watch on YouTube

youtube_video RyjG2dTppa4 · row RyjG2dTppa4

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Elegy

Listed as Machine Head – Elegy (Through the Ashes of Empires) · Watch on YouTube

youtube_video TE-1jUuuRvo · row TE-1jUuuRvo

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Devil with the King's Card

Listed as Machine Head – Devil with the King's Card (The Burning Red) · Watch on YouTube

youtube_video U0qtO-P_FYs · row U0qtO-P_FYs

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White-Knuckle Blackout!

Listed as Machine Head – White-Knuckle Blackout! (Supercharger) · Watch on YouTube

youtube_video UhbNVncy3I0 · row UhbNVncy3I0

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Die Young (Acoustic)

Listed as Machine Head – Die Young (Acoustic) (Die Young (Acoustic)) · Watch on YouTube

youtube_video Vk2AtmoHneg · row Vk2AtmoHneg

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Stop The Bleeding (Feat. Jesse Leach) (feat. Jesse Leach)

Listed as Machine Head – Stop The Bleeding (Feat. Jesse Leach) (feat. Jesse Leach) (Civil Unrest) · Watch on YouTube

youtube_video ZpeLAzMneDs · row ZpeLAzMneDs

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EXTERØCEPTIØN

Listed as Machine Head – EXTERØCEPTIØN (ØF KINGDØM AND CRØWN - Bonus Tracks) · Watch on YouTube

youtube_video _37U1bGU_1U · row _37U1bGU_1U

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Nothing Left

Listed as Machine Head – Nothing Left (The Burning Red) · Watch on YouTube

youtube_video _dF88r1uGwQ · row _dF88r1uGwQ

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Beneath The Silt

Listed as Machine Head – Beneath The Silt (Bloodstone & Diamonds) · Watch on YouTube

youtube_video bWeJmCA1otk · row bWeJmCA1otk

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Bastards

Listed as Machine Head – Bastards (Catharsis) · Watch on YouTube

youtube_video f-lBHHJnFQY · row f-lBHHJnFQY

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I Defy

Listed as Machine Head – I Defy (The Burning Red) · Watch on YouTube

youtube_video fU3uCarOWcA · row fU3uCarOWcA

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ØVERDØSE

Listed as Machine Head – ØVERDØSE (ØF KINGDØM AND CRØWN) · Watch on YouTube

youtube_video hxXa6hCwdxI · row hxXa6hCwdxI

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Silver

Listed as Machine Head – Silver (The Burning Red) · Watch on YouTube

youtube_video i99k2SA_iEc · row i99k2SA_iEc

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Descend the Shades of Night

Listed as Machine Head – Descend the Shades of Night (Through the Ashes of Empires) · Watch on YouTube

youtube_video l04_3mx-AdQ · row l04_3mx-AdQ

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Deafening Silence

Listed as Machine Head – Deafening Silence (Supercharger) · Watch on YouTube

youtube_video lWzcSJSYzds · row lWzcSJSYzds

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Days Turn Blue to Gray

Listed as Machine Head – Days Turn Blue to Gray (Through the Ashes of Empires) · Watch on YouTube

youtube_video ow8DqxDxmFw · row ow8DqxDxmFw

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Darkness Within (Acoustic)

Listed as Machine Head – Darkness Within (Acoustic) (Unto the Locust (Special Edition)) · Watch on YouTube

youtube_video pz6pKTuRdF4 · row pz6pKTuRdF4

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Real Eyes, Realize, Real Lies

Listed as Machine Head – Real Eyes, Realize, Real Lies (Burn My Eyes) · Watch on YouTube

youtube_video rNBfBSStzD4 · row rNBfBSStzD4

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ASSIMILATE

Listed as Machine Head – ASSIMILATE (ØF KINGDØM AND CRØWN) · Watch on YouTube

youtube_video rwyj9sCOEXM · row rwyj9sCOEXM

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Left Unfinished

Listed as Machine Head – Left Unfinished (Through the Ashes of Empires) · Watch on YouTube

youtube_video s-LUIQPCy54 · row s-LUIQPCy54

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Battery

Listed as Machine Head – Battery (The Blackening) · Watch on YouTube

youtube_video vL_t6c6mZYg · row vL_t6c6mZYg

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All in Your Head

Listed as Machine Head – All in Your Head (Supercharger) · Watch on YouTube

youtube_video wiOux3whnIU · row wiOux3whnIU

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Spine

Listed as Machine Head – Spine (The More Things Change...) · Watch on YouTube

youtube_video wui5zwAm-lA · row wui5zwAm-lA

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Ghosts Will Haunt My Bones

Listed as Machine Head – Ghosts Will Haunt My Bones (Bloodstone & Diamonds) · Watch on YouTube

youtube_video yB61MFyDFCk · row yB61MFyDFCk

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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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