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 Copy of A, Less Than, The Hand That Feeds
Artist Nine Inch Nails on YouTube Music
Yes. Nine Inch Nails has 153 songs listed in a dataset used to train AI music models.
Listed under the artist name 153 songs in LAION-DISCO-12M
Matched exactly: this YouTube Music artist id is the one the dataset lists these songs under.
Copy of A
Listed as Nine Inch Nails – Copy of A (Hesitation Marks (Deluxe Version)) · Watch on YouTube
youtube_video -oSujWwiUdU · row -oSujWwiUdU
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Less Than
Listed as Nine Inch Nails – Less Than (Add Violence) · Watch on YouTube
youtube_video 0D2-fk-ZmuE · row 0D2-fk-ZmuE
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The Hand That Feeds
Listed as Nine Inch Nails – The Hand That Feeds (With Teeth (Bonus Tracks)) · Watch on YouTube
youtube_video 4bUVJMRMJ2c · row 4bUVJMRMJ2c
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Reptile
Listed as Nine Inch Nails – Reptile (The Downward Spiral) · Watch on YouTube
youtube_video 4d64sKlm-Wo · row 4d64sKlm-Wo
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Sin
Listed as Nine Inch Nails – Sin (Pretty Hate Machine) · Watch on YouTube
youtube_video 5bwE5IU4pzA · row 5bwE5IU4pzA
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Heresy
Listed as Nine Inch Nails – Heresy (The Downward Spiral) · Watch on YouTube
youtube_video 6i8zwVIFxQg · row 6i8zwVIFxQg
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Together
Listed as Nine Inch Nails – Together (Ghosts V: Together) · Watch on YouTube
youtube_video 8S42mc0mcrE · row 8S42mc0mcrE
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The Wretched
Listed as Nine Inch Nails – The Wretched (The Fragile) · Watch on YouTube
youtube_video ANjQ8wI-W7g · row ANjQ8wI-W7g
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ISN’T EVERYONE
Listed as HEALTH, Nine Inch Nails – ISN’T EVERYONE (ISN’T EVERYONE) · Watch on YouTube
youtube_video Ai1zINoZKB0 · row Ai1zINoZKB0
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And All That Could Have Been
Listed as Nine Inch Nails – And All That Could Have Been (And All That Could Have Been/Still) · Watch on YouTube
youtube_video BE3LTPEbWZc · row BE3LTPEbWZc
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The Fragile
Listed as Nine Inch Nails – The Fragile (The Fragile) · Watch on YouTube
youtube_video BO-iKVlPz8I · row BO-iKVlPz8I
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All The Love In The World
Listed as Nine Inch Nails – All The Love In The World (With Teeth (Bonus Tracks)) · Watch on YouTube
youtube_video BdzWnFqSMMU · row BdzWnFqSMMU
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We're In This Together
Listed as Nine Inch Nails – We're In This Together (The Fragile) · Watch on YouTube
youtube_video Bs0I_FTG9vs · row Bs0I_FTG9vs
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Last
Listed as Nine Inch Nails – Last (Broken) · Watch on YouTube
youtube_video DzkBmJGGwdA · row DzkBmJGGwdA
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Something I Can Never Have
Listed as Nine Inch Nails – Something I Can Never Have (Pretty Hate Machine) · Watch on YouTube
youtube_video ELj1yXR12bE · row ELj1yXR12bE
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Into The Void
Listed as Nine Inch Nails – Into The Void (The Fragile) · Watch on YouTube
youtube_video Gz-fYWDRubk · row Gz-fYWDRubk
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The Great Below
Listed as Nine Inch Nails – The Great Below (The Fragile) · Watch on YouTube
youtube_video HCORXBfRcNo · row HCORXBfRcNo
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Wish
Listed as Nine Inch Nails – Wish (Broken) · Watch on YouTube
youtube_video IU5R8EKsomA · row IU5R8EKsomA
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Somewhat Damaged
Listed as Nine Inch Nails – Somewhat Damaged (The Fragile) · Watch on YouTube
youtube_video JX-Vlrpv8qI · row JX-Vlrpv8qI
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Closer
Listed as Nine Inch Nails – Closer (The Downward Spiral (Deluxe Edition)) · Watch on YouTube
youtube_video O7gRpIKfSCM · row O7gRpIKfSCM
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Just Like You Imagined
Listed as Nine Inch Nails – Just Like You Imagined (The Fragile) · Watch on YouTube
youtube_video OqWM-tXtoBU · row OqWM-tXtoBU
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The Becoming
Listed as Nine Inch Nails – The Becoming (The Downward Spiral) · Watch on YouTube
youtube_video QWDsyvIfbak · row QWDsyvIfbak
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Love Is Not Enough
Listed as Nine Inch Nails – Love Is Not Enough (With Teeth (Bonus Tracks)) · Watch on YouTube
youtube_video QX1kaUewtrA · row QX1kaUewtrA
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Every Day Is Exactly The Same
Listed as Nine Inch Nails – Every Day Is Exactly The Same (With Teeth (Bonus Tracks)) · Watch on YouTube
youtube_video RQoVHqveQ98 · row RQoVHqveQ98
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Ruiner
Listed as Nine Inch Nails – Ruiner (The Downward Spiral) · Watch on YouTube
youtube_video SO4p9DeaCkw · row SO4p9DeaCkw
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Piggy
Listed as Nine Inch Nails – Piggy (The Downward Spiral) · Watch on YouTube
youtube_video SSKp94wMEu0 · row SSKp94wMEu0
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The Day The World Went Away
Listed as Nine Inch Nails – The Day The World Went Away (The Fragile) · Watch on YouTube
youtube_video TfKTgx15jag · row TfKTgx15jag
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Hurt
Listed as Nine Inch Nails – Hurt (The Downward Spiral) · Watch on YouTube
youtube_video Ty-bLdf8Bsw · row Ty-bLdf8Bsw
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Head Like a Hole (Clay)
Listed as Nine Inch Nails – Head Like a Hole (Clay) (Head Like a Hole) · Watch on YouTube
youtube_video U_-mFRAjsAo · row U_-mFRAjsAo
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Burn (From "Natural Born Killers" Soundtrack)
Listed as Nine Inch Nails – Burn (From "Natural Born Killers" Soundtrack) (The Downward Spiral (Deluxe Edition)) · Watch on YouTube
youtube_video UePiNA--ook · row UePiNA--ook
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1,000,000
Listed as Nine Inch Nails – 1,000,000 (The Slip) · Watch on YouTube
youtube_video WtPDYuowNbk · row WtPDYuowNbk
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Ringfinger
Listed as Nine Inch Nails – Ringfinger (Pretty Hate Machine) · Watch on YouTube
youtube_video Xbp0qm-x1v8 · row Xbp0qm-x1v8
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Sunspots
Listed as Nine Inch Nails – Sunspots (With Teeth (Bonus Tracks)) · Watch on YouTube
youtube_video Y0jquIEcW8E · row Y0jquIEcW8E
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A Warm Place
Listed as Nine Inch Nails – A Warm Place (The Downward Spiral) · Watch on YouTube
youtube_video Yld7Fs-VfRE · row Yld7Fs-VfRE
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Came Back Haunted
Listed as Nine Inch Nails – Came Back Haunted (Hesitation Marks (Deluxe Version)) · Watch on YouTube
youtube_video ZAZg8orSCQY · row ZAZg8orSCQY
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The Line Begins To Blur
Listed as Nine Inch Nails – The Line Begins To Blur (With Teeth (Bonus Tracks)) · Watch on YouTube
youtube_video aIUVEm5P1dY · row aIUVEm5P1dY
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Hurt (Quiet)
Listed as Nine Inch Nails – Hurt (Quiet) (The Downward Spiral (Deluxe Edition)) · Watch on YouTube
youtube_video dlWjY2LaU7E · row dlWjY2LaU7E
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March Of The Pigs
Listed as Nine Inch Nails – March Of The Pigs (The Downward Spiral (Deluxe Edition)) · Watch on YouTube
youtube_video fnw_UbJmmbY · row fnw_UbJmmbY
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The Day The World Went Away
Listed as Nine Inch Nails – The Day The World Went Away (And All That Could Have Been/Still) · Watch on YouTube
youtube_video kCx_73B78Hw · row kCx_73B78Hw
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Dead Souls (From "The Crow" Soundtrack)
Listed as Nine Inch Nails – Dead Souls (From "The Crow" Soundtrack) (The Downward Spiral (Deluxe Edition)) · Watch on YouTube
youtube_video nEHDmn4zS1k · row nEHDmn4zS1k
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Sanctified
Listed as Nine Inch Nails – Sanctified (Pretty Hate Machine) · Watch on YouTube
youtube_video pIyTpWyeYy0 · row pIyTpWyeYy0
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The Perfect Drug
Listed as Nine Inch Nails – The Perfect Drug (Lost Highway) · Watch on YouTube
youtube_video pa5YJRcfCfM · row pa5YJRcfCfM
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Right Where It Belongs
Listed as Nine Inch Nails – Right Where It Belongs (With Teeth (Bonus Tracks)) · Watch on YouTube
youtube_video qWEtqglTVK0 · row qWEtqglTVK0
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Down In It (Skin)
Listed as Nine Inch Nails – Down In It (Skin) (Down In It) · Watch on YouTube
youtube_video r4uDp_JthZs · row r4uDp_JthZs
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Terrible Lie
Listed as Nine Inch Nails – Terrible Lie (Pretty Hate Machine) · Watch on YouTube
youtube_video rSjPAwsEXMU · row rSjPAwsEXMU
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Survivalism
Listed as Nine Inch Nails – Survivalism (Survivalism) · Watch on YouTube
youtube_video t7KslaiCRMs · row t7KslaiCRMs
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Only
Listed as Nine Inch Nails – Only (With Teeth (Bonus Tracks)) · Watch on YouTube
youtube_video t846YgaQT_w · row t846YgaQT_w
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Where Is Everybody?
Listed as Nine Inch Nails – Where Is Everybody? (The Fragile) · Watch on YouTube
youtube_video uQJq-WJXUAU · row uQJq-WJXUAU
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Discipline
Listed as Nine Inch Nails – Discipline (The Slip) · Watch on YouTube
youtube_video wHxOiAz4NF8 · row wHxOiAz4NF8
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Mr. Self Destruct
Listed as Nine Inch Nails – Mr. Self Destruct (The Downward Spiral) · Watch on YouTube
youtube_video zBFXFzqIjHM · row zBFXFzqIjHM
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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.