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 From This Day, Desire to Fire, RØTTEN
Artist Machine Head on YouTube Music
Yes. Machine Head has 149 songs listed in a dataset used to train AI music models.
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.
From This Day
Listed as Machine Head – From This Day (The Burning Red) · Watch on YouTube
youtube_video -DqmBmmp6As · row -DqmBmmp6As
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Desire to Fire
Listed as Machine Head – Desire to Fire (The Burning Red) · Watch on YouTube
youtube_video -tnBPubgZD0 · row -tnBPubgZD0
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RØTTEN
Listed as Machine Head – RØTTEN (ØF KINGDØM AND CRØWN) · Watch on YouTube
youtube_video 0_1KS_pa7jg · row 0_1KS_pa7jg
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This Is the End
Listed as Machine Head – This Is the End (Unto the Locust) · Watch on YouTube
youtube_video 1m89nyW7-EY · row 1m89nyW7-EY
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KILL THY ENEMIES
Listed as Machine Head – KILL THY ENEMIES (ØF KINGDØM AND CRØWN) · Watch on YouTube
youtube_video 2mmPQ5Uv1tg · row 2mmPQ5Uv1tg
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Bulldozer
Listed as Machine Head – Bulldozer (Supercharger) · Watch on YouTube
youtube_video 32u5dpzU2wg · row 32u5dpzU2wg
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Imperium
Listed as Machine Head – Imperium (Through the Ashes of Empires) · Watch on YouTube
youtube_video 48pkvrj_LHU · row 48pkvrj_LHU
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ARRØWS IN WØRDS FRØM THE SKY
Listed as Machine Head – ARRØWS IN WØRDS FRØM THE SKY (ØF KINGDØM AND CRØWN) · Watch on YouTube
youtube_video 5-g_QIia-50 · row 5-g_QIia-50
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Crashing Around You
Listed as Machine Head – Crashing Around You (Supercharger) · Watch on YouTube
youtube_video 9u4YM_WvTls · row 9u4YM_WvTls
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The Sentinel
Listed as Machine Head – The Sentinel (Unto the Locust (Special Edition)) · Watch on YouTube
youtube_video A_mmOfxwFYo · row A_mmOfxwFYo
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Now We Die
Listed as Machine Head – Now We Die (Bloodstone & Diamonds) · Watch on YouTube
youtube_video BtqhK36JATc · row BtqhK36JATc
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A Thousand Lies
Listed as Machine Head – A Thousand Lies (Burn My Eyes) · Watch on YouTube
youtube_video FqV3OzRs-6Q · row FqV3OzRs-6Q
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Halo
Listed as Machine Head – Halo (The Blackening) · Watch on YouTube
youtube_video IQkwhvIVW-U · row IQkwhvIVW-U
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Beyond The Pale
Listed as Machine Head – Beyond The Pale (Catharsis) · Watch on YouTube
youtube_video MnFbXyiBm_c · row MnFbXyiBm_c
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The Burning Red
Listed as Machine Head – The Burning Red (The Burning Red) · Watch on YouTube
youtube_video N4QeeFjakz8 · row N4QeeFjakz8
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Be Still and Know
Listed as Machine Head – Be Still and Know (Unto the Locust) · Watch on YouTube
youtube_video Pq_MmU_vQLQ · row Pq_MmU_vQLQ
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SLAUGHTER THE MARTYR
Listed as Machine Head – SLAUGHTER THE MARTYR (ØF KINGDØM AND CRØWN) · Watch on YouTube
youtube_video Rc0s9Q9WROI · row Rc0s9Q9WROI
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Now I Lay Thee Down
Listed as Machine Head – Now I Lay Thee Down (The Blackening) · Watch on YouTube
youtube_video SSfwewh1hZY · row SSfwewh1hZY
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A Farewell to Arms
Listed as Machine Head – A Farewell to Arms (The Blackening) · Watch on YouTube
youtube_video TjY-2mmc5Xs · row TjY-2mmc5Xs
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Bite the Bullet
Listed as Machine Head – Bite the Bullet (Through the Ashes of Empires) · Watch on YouTube
youtube_video UZUBrypmDrY · row UZUBrypmDrY
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Is There Anybody Out There?
Listed as Machine Head – Is There Anybody Out There? (Is There Anybody Out There?) · Watch on YouTube
youtube_video W94GKRw8vHo · row W94GKRw8vHo
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The Blood, the Sweat, the Tears
Listed as Machine Head – The Blood, the Sweat, the Tears (The Burning Red) · Watch on YouTube
youtube_video WvHkiJ8KokA · row WvHkiJ8KokA
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Darkness Within
Listed as Machine Head – Darkness Within (Unto the Locust) · Watch on YouTube
youtube_video Xy0_Ku2aM8Y · row Xy0_Ku2aM8Y
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The Rage to Overcome
Listed as Machine Head – The Rage to Overcome (Burn My Eyes) · Watch on YouTube
youtube_video Yt9iQwqf0ec · row Yt9iQwqf0ec
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Message in a Bottle
Listed as Machine Head – Message in a Bottle (The Burning Red) · Watch on YouTube
youtube_video Yu-Ulye5Axc · row Yu-Ulye5Axc
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Old
Listed as Machine Head – Old (Burn My Eyes) · Watch on YouTube
youtube_video Z7Zs_TLa81Y · row Z7Zs_TLa81Y
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Sail Into The Black
Listed as Machine Head – Sail Into The Black (Bloodstone & Diamonds) · Watch on YouTube
youtube_video ZfIPD6zieCo · row ZfIPD6zieCo
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Clenching the Fists of Dissent
Listed as Machine Head – Clenching the Fists of Dissent (The Blackening) · Watch on YouTube
youtube_video ZfOQTDLTgKw · row ZfOQTDLTgKw
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Take My Scars
Listed as Machine Head – Take My Scars (The More Things Change...) · Watch on YouTube
youtube_video ZoTuheIITMA · row ZoTuheIITMA
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Struck a Nerve
Listed as Machine Head – Struck a Nerve (The More Things Change...) · Watch on YouTube
youtube_video bO_m4zudg5g · row bO_m4zudg5g
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Circle The Drain
Listed as Machine Head – Circle The Drain (Circle The Drain) · Watch on YouTube
youtube_video c7rcjarewqo · row c7rcjarewqo
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None but My Own
Listed as Machine Head – None but My Own (Burn My Eyes) · Watch on YouTube
youtube_video cv0Av7VubD0 · row cv0Av7VubD0
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BECØME THE FIRESTØRM
Listed as Machine Head – BECØME THE FIRESTØRM (ØF KINGDØM AND CRØWN) · Watch on YouTube
youtube_video d3JYlFBqytU · row d3JYlFBqytU
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UNHALLØWED
Listed as Machine Head – UNHALLØWED (ØF KINGDØM AND CRØWN) · Watch on YouTube
youtube_video ff0pkDUoMrQ · row ff0pkDUoMrQ
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NØ GØDS, NØ MASTERS
Listed as Machine Head – NØ GØDS, NØ MASTERS (ØF KINGDØM AND CRØWN) · Watch on YouTube
youtube_video gTv9C9tyA2U · row gTv9C9tyA2U
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CHØKE ØN THE ASHES ØF YØUR HATE
Listed as Machine Head – CHØKE ØN THE ASHES ØF YØUR HATE (ØF KINGDØM AND CRØWN) · Watch on YouTube
youtube_video i_Io80e4lrk · row i_Io80e4lrk
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Block
Listed as Machine Head – Block (Burn My Eyes) · Watch on YouTube
youtube_video j7W-ZnrHTFU · row j7W-ZnrHTFU
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Aesthetics of Hate
Listed as Machine Head – Aesthetics of Hate (The Blackening) · Watch on YouTube
youtube_video jUEhW-KLKhA · row jUEhW-KLKhA
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Beautiful Mourning
Listed as Machine Head – Beautiful Mourning (The Blackening) · Watch on YouTube
youtube_video jZrPU81Q_Ak · row jZrPU81Q_Ak
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Iconoclast
Listed as Decapitated, Machine Head – Iconoclast (Cancer Culture) · Watch on YouTube
youtube_video mK17cyS-1Pc · row mK17cyS-1Pc
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Hallowed Be Thy Name
Listed as Machine Head – Hallowed Be Thy Name (The Blackening) · Watch on YouTube
youtube_video mqhI30R_850 · row mqhI30R_850
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Game Over
Listed as Machine Head – Game Over (Bloodstone & Diamonds) · Watch on YouTube
youtube_video ovVQFy9e7JU · row ovVQFy9e7JU
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Catharsis
Listed as Machine Head – Catharsis (Catharsis) · Watch on YouTube
youtube_video qUbJnyInz5U · row qUbJnyInz5U
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I Am Hell (Sonata in C#)
Listed as Machine Head – I Am Hell (Sonata in C#) (Unto the Locust) · Watch on YouTube
youtube_video qxVt8nfdIcw · row qxVt8nfdIcw
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Davidian (Live in the Studio 2019)
Listed as Machine Head – Davidian (Live in the Studio 2019) (Burn My Eyes (Live-in-the-Studio 2019)) · Watch on YouTube
youtube_video r-mOjZRksSU · row r-mOjZRksSU
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Davidian
Listed as Machine Head – Davidian (Burn My Eyes) · Watch on YouTube
youtube_video sM8Awen6umM · row sM8Awen6umM
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MY HANDS ARE EMPTY
Listed as Machine Head – MY HANDS ARE EMPTY (ØF KINGDØM AND CRØWN) · Watch on YouTube
youtube_video tGdeRBormm0 · row tGdeRBormm0
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Ten Ton Hammer
Listed as Machine Head – Ten Ton Hammer (The More Things Change...) · Watch on YouTube
youtube_video voMSeaiFodk · row voMSeaiFodk
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Locust
Listed as Machine Head – Locust (Unto the Locust) · Watch on YouTube
youtube_video xLW422XCCIs · row xLW422XCCIs
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A Nation on Fire
Listed as Machine Head – A Nation on Fire (Burn My Eyes) · Watch on YouTube
youtube_video yEW92u-ckbw · row yEW92u-ckbw
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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.
- DLA Piper: Creation of music with generative AI may be copyright infringement (GEMA v Suno, LG München I, 42 O 763/25), 2026-08-28
- Music Business Worldwide: Warner Music Group settles with Suno, strikes first-of-its-kind deal, 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
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.
- 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.
- 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.
Is this you?
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.