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 Closer (Unrecalled), The Hall of Souls, Sin
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.
Closer (Unrecalled)
Listed as Coil, Nine Inch Nails – Closer (Unrecalled) (Recoiled) · Watch on YouTube
youtube_video 1QC7V6ki0Bc · row 1QC7V6ki0Bc
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The Hall of Souls
Listed as Nine Inch Nails – The Hall of Souls (Quake) · Watch on YouTube
youtube_video 4SFkuwGPdeg · row 4SFkuwGPdeg
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Sin
Listed as Nine Inch Nails – Sin (Live: And All That Could Have Been) · Watch on YouTube
youtube_video 5HSL7FHpCOg · row 5HSL7FHpCOg
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Head Like A Hole
Listed as Nine Inch Nails – Head Like A Hole (Live: And All That Could Have Been) · Watch on YouTube
youtube_video AEvjMjEnqgA · row AEvjMjEnqgA
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Gave Up
Listed as Nine Inch Nails – Gave Up (Live: And All That Could Have Been) · Watch on YouTube
youtube_video AlDAxPk2Bw8 · row AlDAxPk2Bw8
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Vessel
Listed as Nine Inch Nails – Vessel (Year Zero) · Watch on YouTube
youtube_video BaDudUWa6HM · row BaDudUWa6HM
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The Becoming
Listed as Nine Inch Nails – The Becoming (And All That Could Have Been/Still) · Watch on YouTube
youtube_video EvjGMetC5xE · row EvjGMetC5xE
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Help Me I Am In Hell
Listed as Nine Inch Nails – Help Me I Am In Hell (Broken) · Watch on YouTube
youtube_video G2BAAYsqTww · row G2BAAYsqTww
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Closer
Listed as Nine Inch Nails – Closer (Live: And All That Could Have Been) · Watch on YouTube
youtube_video GzNSLzKDGaM · row GzNSLzKDGaM
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Ripe (With Decay)
Listed as Nine Inch Nails – Ripe (With Decay) (The Fragile) · Watch on YouTube
youtube_video HkrUlSKRQRo · row HkrUlSKRQRo
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I'm Looking Forward To Joining You, Finally
Listed as Nine Inch Nails – I'm Looking Forward To Joining You, Finally (The Fragile) · Watch on YouTube
youtube_video MBff4D18Tck · row MBff4D18Tck
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Slipping Away (Remix)
Listed as Nine Inch Nails – Slipping Away (Remix) (Things Falling Apart) · Watch on YouTube
youtube_video Nmpa9GfZtHA · row Nmpa9GfZtHA
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Running
Listed as Nine Inch Nails – Running (Hesitation Marks (Deluxe Version)) · Watch on YouTube
youtube_video Pfj6VMa_RZw · row Pfj6VMa_RZw
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Adrift & At Peace
Listed as Nine Inch Nails – Adrift & At Peace (And All That Could Have Been/Still) · Watch on YouTube
youtube_video SeMRuqCVayk · row SeMRuqCVayk
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Closer (Precursor)
Listed as Nine Inch Nails – Closer (Precursor) (The Downward Spiral (Deluxe Edition)) · Watch on YouTube
youtube_video SlFxJY5hU-E · row SlFxJY5hU-E
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Get Down, Make Love
Listed as Nine Inch Nails – Get Down, Make Love (Pretty Hate Machine) · Watch on YouTube
youtube_video Sp_uMrVpgoU · row Sp_uMrVpgoU
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Closer To God
Listed as Nine Inch Nails – Closer To God (The Downward Spiral (Deluxe Edition)) · Watch on YouTube
youtube_video TmWShm6JPw0 · row TmWShm6JPw0
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The Great Destroyer
Listed as Nine Inch Nails – The Great Destroyer (Year Zero) · Watch on YouTube
youtube_video Tt8CVLJW62Q · row Tt8CVLJW62Q
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While I'm Still Here
Listed as Nine Inch Nails – While I'm Still Here (Hesitation Marks (Deluxe Version)) · Watch on YouTube
youtube_video U9Wxb280GmA · row U9Wxb280GmA
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With Faith
Listed as Nine Inch Nails – With Faith (Ghosts V: Together) · Watch on YouTube
youtube_video Us1JNcXu4eg · row Us1JNcXu4eg
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My Violent Heart
Listed as Nine Inch Nails – My Violent Heart (Year Zero) · Watch on YouTube
youtube_video WnUo08iNmOM · row WnUo08iNmOM
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Reptile (Live: New York 1994)
Listed as Nine Inch Nails – Reptile (Live: New York 1994) (New York Live '94) · Watch on YouTube
youtube_video Z9MlLTfpYrI · row Z9MlLTfpYrI
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The Four of Us Are Dying
Listed as Nine Inch Nails – The Four of Us Are Dying (The Slip) · Watch on YouTube
youtube_video _aaqlfVLT1Y · row _aaqlfVLT1Y
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The Fragile
Listed as Nine Inch Nails – The Fragile (Still) · Watch on YouTube
youtube_video _roKpZGJ2aA · row _roKpZGJ2aA
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Something I Can Never Have
Listed as Nine Inch Nails – Something I Can Never Have (Still) · Watch on YouTube
youtube_video aT88tymia9w · row aT88tymia9w
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Out In The Open
Listed as Nine Inch Nails – Out In The Open (Ghosts V: Together) · Watch on YouTube
youtube_video bqPx3kGLKz4 · row bqPx3kGLKz4
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Damnation
Listed as Nine Inch Nails – Damnation (Quake) · Watch on YouTube
youtube_video c67dIM0R-CE · row c67dIM0R-CE
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The Eater of Dreams
Listed as Nine Inch Nails – The Eater of Dreams (Hesitation Marks (Deluxe Version)) · Watch on YouTube
youtube_video dBMRxbHMIbc · row dBMRxbHMIbc
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Demon Seed
Listed as Nine Inch Nails – Demon Seed (The Slip) · Watch on YouTube
youtube_video eICUTG7Oyik · row eICUTG7Oyik
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Head Like A Hole (Live: New York 1994)
Listed as Nine Inch Nails – Head Like A Hole (Live: New York 1994) (New York Live '94) · Watch on YouTube
youtube_video eo-xk0ZcklE · row eo-xk0ZcklE
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Metal (Remix)
Listed as Nine Inch Nails – Metal (Remix) (Things Falling Apart) · Watch on YouTube
youtube_video fVXNYatdz48 · row fVXNYatdz48
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The Hand That Feeds (Photek Straight Mix)
Listed as Nine Inch Nails – The Hand That Feeds (Photek Straight Mix) (The Hand That Feeds) · Watch on YouTube
youtube_video fykzPs4ym0k · row fykzPs4ym0k
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Burning Bright (Field on Fire)
Listed as Nine Inch Nails – Burning Bright (Field on Fire) (Not The Actual Events) · Watch on YouTube
youtube_video gm4tn8znQE0 · row gm4tn8znQE0
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Lights In the Sky
Listed as Nine Inch Nails – Lights In the Sky (The Slip) · Watch on YouTube
youtube_video j-jWOBPN4UU · row j-jWOBPN4UU
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Gave Up (Open My Eyes)
Listed as Coil, Nine Inch Nails – Gave Up (Open My Eyes) (Treatment of the Dead - A Cold Spring Sampler) · Watch on YouTube
youtube_video jwHfSxODW2M · row jwHfSxODW2M
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Home (Bonus Track)
Listed as Nine Inch Nails – Home (Bonus Track) (With Teeth (Bonus Tracks)) · Watch on YouTube
youtube_video l98dSX0iz6M · row l98dSX0iz6M
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Terrible Lie
Listed as Nine Inch Nails – Terrible Lie (Live: And All That Could Have Been) · Watch on YouTube
youtube_video lNxkbM36W1Y · row lNxkbM36W1Y
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Complication
Listed as Nine Inch Nails – Complication (The Fragile) · Watch on YouTube
youtube_video ls9Gyv_v-G8 · row ls9Gyv_v-G8
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At The Heart Of It All
Listed as Nine Inch Nails – At The Heart Of It All (Further Down The Spiral) · Watch on YouTube
youtube_video mXOgc2p5HyQ · row mXOgc2p5HyQ
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Parallel Dimensions
Listed as Nine Inch Nails – Parallel Dimensions (Quake) · Watch on YouTube
youtube_video p2M1PwrhVfo · row p2M1PwrhVfo
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Suck
Listed as Nine Inch Nails – Suck (Broken) · Watch on YouTube
youtube_video p39Xx1cWxao · row p39Xx1cWxao
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Head Down
Listed as Nine Inch Nails – Head Down (The Slip) · Watch on YouTube
youtube_video pq_wwGSFJlI · row pq_wwGSFJlI
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Underneath It All
Listed as Nine Inch Nails – Underneath It All (The Fragile) · Watch on YouTube
youtube_video pzXeJ762BBc · row pzXeJ762BBc
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She’s Gone Away
Listed as Nine Inch Nails – She’s Gone Away (Not The Actual Events) · Watch on YouTube
youtube_video r2bL7DU21Wg · row r2bL7DU21Wg
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In Two
Listed as Nine Inch Nails – In Two (Hesitation Marks (Deluxe Version)) · Watch on YouTube
youtube_video sTlCXUz2Wok · row sTlCXUz2Wok
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Pinion
Listed as Nine Inch Nails – Pinion (Broken) · Watch on YouTube
youtube_video tOxLbvHFbh4 · row tOxLbvHFbh4
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Everything
Listed as Nine Inch Nails – Everything (Hesitation Marks (Deluxe Version)) · Watch on YouTube
youtube_video vDj5yF5KTM0 · row vDj5yF5KTM0
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Zero Sum
Listed as Nine Inch Nails – Zero Sum (Year Zero) · Watch on YouTube
youtube_video xgSIoKdJyeo · row xgSIoKdJyeo
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Shit Mirror
Listed as Nine Inch Nails – Shit Mirror (Bad Witch) · Watch on YouTube
youtube_video yeqjz5mXrLQ · row yeqjz5mXrLQ
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HYPERPOWER!
Listed as Nine Inch Nails – HYPERPOWER! (Year Zero) · Watch on YouTube
youtube_video yesr82fsG28 · row yesr82fsG28
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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.