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 Old (Live in the Studio 2019), Hope Begets Hope, ARRØWS IN WØRDS FRØM THE SKY (Acoustic)

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.

Old (Live in the Studio 2019)

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

youtube_video -G92R_Js1bA · row -G92R_Js1bA

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Hope Begets Hope

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

youtube_video -uwJ3rYo3uA · row -uwJ3rYo3uA

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ARRØWS IN WØRDS FRØM THE SKY (Acoustic)

Listed as Machine Head – ARRØWS IN WØRDS FRØM THE SKY (Acoustic) (ØF KINGDØM AND CRØWN - Bonus Tracks) · Watch on YouTube

youtube_video 2TUjo_mlD1Y · row 2TUjo_mlD1Y

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Bulletproof

Listed as Machine Head – Bulletproof (Civil Unrest) · Watch on YouTube

youtube_video 3-bHHQgkV58 · row 3-bHHQgkV58

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Old (Hellalive)

Listed as Machine Head – Old (Hellalive) (Hellalive) · Watch on YouTube

youtube_video 4r9jKhE6XO4 · row 4r9jKhE6XO4

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Negative Creep

Listed as Machine Head – Negative Creep (American Rock Sound) · Watch on YouTube

youtube_video 7279a7tyBGQ · row 7279a7tyBGQ

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Ten Ton Hammer (Hellalive)

Listed as Machine Head – Ten Ton Hammer (Hellalive) (Hellalive) · Watch on YouTube

youtube_video 7csN1WE23XE · row 7csN1WE23XE

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Down to None

Listed as Machine Head – Down to None (The More Things Change...) · Watch on YouTube

youtube_video BKCH66k0wK4 · row BKCH66k0wK4

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Behind A Mask

Listed as Machine Head – Behind A Mask (Catharsis) · Watch on YouTube

youtube_video C03A3HUGDmk · row C03A3HUGDmk

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From This Day (Hellalive)

Listed as Machine Head – From This Day (Hellalive) (Hellalive) · Watch on YouTube

youtube_video Cgi4Fp6xvXk · row Cgi4Fp6xvXk

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Blank Generation

Listed as Machine Head – Blank Generation (Supercharger) · Watch on YouTube

youtube_video IF_n61hA1bM · row IF_n61hA1bM

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The Possibility of Life's Destruction

Listed as Machine Head – The Possibility of Life's Destruction (Crossover Thrash & Street Metal) · Watch on YouTube

youtube_video IfI5WFVOum8 · row IfI5WFVOum8

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California Bleeding

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

youtube_video JsQliPoOe5M · row JsQliPoOe5M

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Bulldozer (Hellalive)

Listed as Machine Head – Bulldozer (Hellalive) (Hellalive) · Watch on YouTube

youtube_video KAxFnsm-oAA · row KAxFnsm-oAA

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The Declaration

Listed as Machine Head – The Declaration (Supercharger) · Watch on YouTube

youtube_video N7DoQZGtcT0 · row N7DoQZGtcT0

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Only the Names

Listed as Machine Head – Only the Names (Supercharger) · Watch on YouTube

youtube_video O20VvJ22cSQ · row O20VvJ22cSQ

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Nausea

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

youtube_video ONjdvHh3avw · row ONjdvHh3avw

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Eulogy

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

youtube_video OhX-tGro5S8 · row OhX-tGro5S8

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Davidian (Hellalive)

Listed as Machine Head – Davidian (Hellalive) (Hellalive) · Watch on YouTube

youtube_video QvugGrX3pqc · row QvugGrX3pqc

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The Rage to Overcome (Live in the Studio 2019)

Listed as Machine Head – The Rage to Overcome (Live in the Studio 2019) (Burn My Eyes (Live-in-the-Studio 2019)) · Watch on YouTube

youtube_video UXTaK2GjUw0 · row UXTaK2GjUw0

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I'm Your God Now (Live in the Studio 2019)

Listed as Machine Head – I'm Your God Now (Live in the Studio 2019) (Burn My Eyes (Live-in-the-Studio 2019)) · Watch on YouTube

youtube_video ZH5mU18JkEE · row ZH5mU18JkEE

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The Burning Red (Hellalive)

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

youtube_video _spQLOM3X0U · row _spQLOM3X0U

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I'm Your God Now (Hellalive)

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

youtube_video aHFbwrznTLk · row aHFbwrznTLk

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Triple Beam

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

youtube_video ciB2VzHYoDk · row ciB2VzHYoDk

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Blistering

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

youtube_video cojQ7ZWf2uQ · row cojQ7ZWf2uQ

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Wipe the Tears

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

youtube_video dCTTYEvPYQE · row dCTTYEvPYQE

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Bay of Pigs

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

youtube_video eXXCgmXyUnM · row eXXCgmXyUnM

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Screaming At The Sun

Listed as Machine Head – Screaming At The Sun (Catharsis) · Watch on YouTube

youtube_video fwwhMCedNRA · row fwwhMCedNRA

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Crashing Around You (Hellalive)

Listed as Machine Head – Crashing Around You (Hellalive) (Hellalive) · Watch on YouTube

youtube_video h6I1Lpi2cAI · row h6I1Lpi2cAI

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Grind You Down

Listed as Machine Head – Grind You Down (Catharsis) · Watch on YouTube

youtube_video hZXqnHX2EIQ · row hZXqnHX2EIQ

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All Falls Down

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

youtube_video ia_acJ4FbCY · row ia_acJ4FbCY

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Do or Die

Listed as Machine Head – Do or Die (Do or Die) · Watch on YouTube

youtube_video kgUTWBcsmZA · row kgUTWBcsmZA

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Psychotic

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

youtube_video kvjqw7YZ_WE · row kvjqw7YZ_WE

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Brown Acid

Listed as Machine Head – Brown Acid (Supercharger) · Watch on YouTube

youtube_video lHh_lwnX8gg · row lHh_lwnX8gg

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TERMINUS

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

youtube_video mJUl6kg6Gy8 · row mJUl6kg6Gy8

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Damage Inside

Listed as Machine Head – Damage Inside (Bloodstone & Diamonds) · Watch on YouTube

youtube_video mVwIim5uV4s · row mVwIim5uV4s

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Witch Hunt

Listed as Machine Head – Witch Hunt (Unto the Locust (Special Edition)) · Watch on YouTube

youtube_video q3cEl90dKf8 · row q3cEl90dKf8

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Kick You When You're Down

Listed as Machine Head – Kick You When You're Down (Supercharger) · Watch on YouTube

youtube_video rkPsD8wZoPE · row rkPsD8wZoPE

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Eyes Of The Dead

Listed as Machine Head – Eyes Of The Dead (Bloodstone & Diamonds) · Watch on YouTube

youtube_video s6Z3oSjE1gQ · row s6Z3oSjE1gQ

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Imaginal Cells

Listed as Machine Head – Imaginal Cells (Bloodstone & Diamonds) · Watch on YouTube

youtube_video sqc5esdCxJ4 · row sqc5esdCxJ4

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Razorblade Smile

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

youtube_video tnIXoT9fyjg · row tnIXoT9fyjg

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Supercharger

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

youtube_video uYoNCRakxVg · row uYoNCRakxVg

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Kaleidoscope

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

youtube_video wLgrLQ1S_0Y · row wLgrLQ1S_0Y

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American High (Hellalive)

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

youtube_video xURRUGcuVZY · row xURRUGcuVZY

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Take My Scars (Hellalive)

Listed as Machine Head – Take My Scars (Hellalive) (Hellalive) · Watch on YouTube

youtube_video xjkfTjFINAc · row xjkfTjFINAc

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Trephination

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

youtube_video yjw6BvXyg60 · row yjw6BvXyg60

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Vim

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

youtube_video z1kmtxkz9iE · row z1kmtxkz9iE

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Circle The Drain (Acoustic)

Listed as Machine Head – Circle The Drain (Acoustic) (Circle The Drain (Acoustic)) · Watch on YouTube

youtube_video zIDdeNce8RE · row zIDdeNce8RE

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Night Of Long Knives

Listed as Machine Head – Night Of Long Knives (Bloodstone & Diamonds) · Watch on YouTube

youtube_video zaHfVO6mQ-g · row zaHfVO6mQ-g

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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.