Yes. Nitzer Ebb has 132 songs listed in a dataset used to train AI music models.

Used for training 132

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 Lightning Man, Shame (Mix Two 2006 Remaster), I Give to You

Listed under the artist name 132 songs in LAION-DISCO-12M

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

Lightning Man

Listed as Nitzer Ebb – Lightning Man (Showtime) · Watch on YouTube

youtube_video 0hSMWj7kxF8 · row 0hSMWj7kxF8

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Shame (Mix Two 2006 Remaster)

Listed as Nitzer Ebb – Shame (Mix Two 2006 Remaster) (Body of Work 1984-1997) · Watch on YouTube

youtube_video 2q5bJsi-SPc · row 2q5bJsi-SPc

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I Give to You

Listed as Nitzer Ebb – I Give to You (Ebbhead) · Watch on YouTube

youtube_video 458ao0ve9n0 · row 458ao0ve9n0

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Fitness To Purpose

Listed as Nitzer Ebb – Fitness To Purpose (That Total Age) · Watch on YouTube

youtube_video 4UNQzpSFUqI · row 4UNQzpSFUqI

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Into The Large Air

Listed as Nitzer Ebb – Into The Large Air (That Total Age) · Watch on YouTube

youtube_video 65s39fFCqDM · row 65s39fFCqDM

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Kick It

Listed as Nitzer Ebb – Kick It (Big Hit) · Watch on YouTube

youtube_video CB6-xgTwykM · row CB6-xgTwykM

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Family Man

Listed as Nitzer Ebb – Family Man (As Is) · Watch on YouTube

youtube_video CRZg4Wd0P0g · row CRZg4Wd0P0g

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Fun To Be Had

Listed as Nitzer Ebb – Fun To Be Had (Showtime) · Watch on YouTube

youtube_video Cya83pKdVf4 · row Cya83pKdVf4

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Violent Playground

Listed as Nitzer Ebb – Violent Playground (That Total Age) · Watch on YouTube

youtube_video FbFLDxe4clo · row FbFLDxe4clo

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Murderous (Instrumental)

Listed as Nitzer Ebb – Murderous (Instrumental) (That Total Age) · Watch on YouTube

youtube_video JragO1LHvLI · row JragO1LHvLI

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Ascend (Seven Inch Mix by Flood)

Listed as Nitzer Ebb – Ascend (Seven Inch Mix by Flood) (In Order) · Watch on YouTube

youtube_video L8O6gyT8Jwk · row L8O6gyT8Jwk

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Hearts and Minds

Listed as Nitzer Ebb – Hearts and Minds (Belief) · Watch on YouTube

youtube_video MA-sERYL2L0 · row MA-sERYL2L0

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Join in the Chant (2006 Remaster)

Listed as Nitzer Ebb – Join in the Chant (2006 Remaster) (Body of Work 1984-1997) · Watch on YouTube

youtube_video MpEyfYIPW8o · row MpEyfYIPW8o

LAION-DISCO-12M

Hearts and Minds (Radio Edit)

Listed as Nitzer Ebb – Hearts and Minds (Radio Edit) (In Order) · Watch on YouTube

youtube_video Ouu4mI6rGM0 · row Ouu4mI6rGM0

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Isn't It Funny How Your Body Works (2006 Remaster)

Listed as Nitzer Ebb – Isn't It Funny How Your Body Works (2006 Remaster) (Body of Work 1984-1997) · Watch on YouTube

youtube_video P0-SnenmktE · row P0-SnenmktE

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Promises

Listed as Nitzer Ebb – Promises (Ncis Tv Soundtrack) · Watch on YouTube

youtube_video Q4GXdzwePlA · row Q4GXdzwePlA

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My Heart

Listed as Nitzer Ebb – My Heart (Showtime) · Watch on YouTube

youtube_video RzKTpbVYLqQ · row RzKTpbVYLqQ

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Come Alive

Listed as Nitzer Ebb – Come Alive (As Is) · Watch on YouTube

youtube_video Stdz3Lvn3IA · row Stdz3Lvn3IA

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Djvd

Listed as Nitzer Ebb – Djvd (Ebbhead) · Watch on YouTube

youtube_video TrjPmpDj6Wk · row TrjPmpDj6Wk

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Nobody Knows

Listed as Nitzer Ebb – Nobody Knows (Showtime) · Watch on YouTube

youtube_video U7B7suEO7Lk · row U7B7suEO7Lk

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One Man's Burden

Listed as Nitzer Ebb – One Man's Burden (Showtime) · Watch on YouTube

youtube_video U8jDaFnC3JQ · row U8jDaFnC3JQ

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Murderous (Phil Kieran Remix)

Listed as Nitzer Ebb – Murderous (Phil Kieran Remix) (Body Rework) · Watch on YouTube

youtube_video UQZ_Jn4Bz5k · row UQZ_Jn4Bz5k

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Godhead

Listed as Nitzer Ebb – Godhead (Ebbhead) · Watch on YouTube

youtube_video VBE-hRiGOkI · row VBE-hRiGOkI

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Let Your Body Learn

Listed as Nitzer Ebb – Let Your Body Learn (That Total Age) · Watch on YouTube

youtube_video VYXjOeKIPgA · row VYXjOeKIPgA

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Fun to Be Had (George Clinton Edit)

Listed as Nitzer Ebb – Fun to Be Had (George Clinton Edit) (In Order) · Watch on YouTube

youtube_video VtTxuAlhPCw · row VtTxuAlhPCw

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TWA

Listed as Nitzer Ebb – TWA (Belief) · Watch on YouTube

youtube_video Y1jYK_NV1YY · row Y1jYK_NV1YY

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Hold On

Listed as Nitzer Ebb – Hold On (Showtime) · Watch on YouTube

youtube_video Znckmjk_-nA · row Znckmjk_-nA

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Blood Money

Listed as Nitzer Ebb – Blood Money (Belief) · Watch on YouTube

youtube_video _NiZQcPtQDM · row _NiZQcPtQDM

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Ascend

Listed as Nitzer Ebb – Ascend (Ebbhead) · Watch on YouTube

youtube_video _VdtUhEXfWY · row _VdtUhEXfWY

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Drive

Listed as Nitzer Ebb – Drive (Belief) · Watch on YouTube

youtube_video _YJ7wrcIqjc · row _YJ7wrcIqjc

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For Fun

Listed as Nitzer Ebb – For Fun (Belief) · Watch on YouTube

youtube_video aOLuN7rIn4U · row aOLuN7rIn4U

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Join in the Chant (Burn!)

Listed as Nitzer Ebb – Join in the Chant (Burn!) (In Order) · Watch on YouTube

youtube_video c46_1c9u3g8 · row c46_1c9u3g8

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Shame

Listed as Nitzer Ebb – Shame (Belief) · Watch on YouTube

youtube_video c_HaJ1l4NxI · row c_HaJ1l4NxI

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Murderous

Listed as Nitzer Ebb – Murderous (That Total Age) · Watch on YouTube

youtube_video cmouRAg1OXA · row cmouRAg1OXA

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Control I'm Here (S.D.I. Mix)

Listed as Nitzer Ebb – Control I'm Here (S.D.I. Mix) (Belief) · Watch on YouTube

youtube_video eWYb6gJhBNQ · row eWYb6gJhBNQ

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Without Belief

Listed as Nitzer Ebb – Without Belief (Belief) · Watch on YouTube

youtube_video fAPyTi-xLTc · row fAPyTi-xLTc

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All Over

Listed as Nitzer Ebb – All Over (Showtime) · Watch on YouTube

youtube_video fTSMf5r3x2o · row fTSMf5r3x2o

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Join in the Chant (Live)

Listed as Nitzer Ebb – Join in the Chant (Live) (In Order) · Watch on YouTube

youtube_video iCjyZuQbX7Q · row iCjyZuQbX7Q

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Warsaw Ghetto (2006 Remaster)

Listed as Nitzer Ebb – Warsaw Ghetto (2006 Remaster) (Body of Work 1984-1997) · Watch on YouTube

youtube_video kQma6M1S1pA · row kQma6M1S1pA

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Shame (Mix No.1 - Radiomix)

Listed as Nitzer Ebb – Shame (Mix No.1 - Radiomix) (In Order) · Watch on YouTube

youtube_video kbHHRWSWm4I · row kbHHRWSWm4I

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Smear Body

Listed as Nitzer Ebb – Smear Body (That Total Age) · Watch on YouTube

youtube_video n4t6bNTJvpo · row n4t6bNTJvpo

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Let Beauty Loose

Listed as Nitzer Ebb – Let Beauty Loose (That Total Age) · Watch on YouTube

youtube_video nb6elpHk9-o · row nb6elpHk9-o

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Captivate (William Orbit Mix 2006 Remaster)

Listed as Nitzer Ebb – Captivate (William Orbit Mix 2006 Remaster) (In Order) · Watch on YouTube

youtube_video qbTKoyD7zcI · row qbTKoyD7zcI

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Join In The Chant

Listed as Nitzer Ebb – Join In The Chant (That Total Age) · Watch on YouTube

youtube_video qejGd3sQJko · row qejGd3sQJko

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Control I'm Here

Listed as Nitzer Ebb – Control I'm Here (Belief) · Watch on YouTube

youtube_video sE_Ep7K8liI · row sE_Ep7K8liI

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Alarm

Listed as Nitzer Ebb – Alarm (That Total Age) · Watch on YouTube

youtube_video tUwmejAvij8 · row tUwmejAvij8

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Captivate

Listed as Nitzer Ebb – Captivate (Belief) · Watch on YouTube

youtube_video y-Woz9hGheQ · row y-Woz9hGheQ

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Lightning Man (The Industry Vs. the Ebb Remix)

Listed as Nitzer Ebb – Lightning Man (The Industry Vs. the Ebb Remix) (In Order) · Watch on YouTube

youtube_video yBXvV0d_hVE · row yBXvV0d_hVE

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Getting Closer

Listed as Nitzer Ebb – Getting Closer (Showtime) · Watch on YouTube

youtube_video zE2mI6RoaoI · row zE2mI6RoaoI

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Rope

Listed as Nitzer Ebb – Rope (Showtime) · Watch on YouTube

youtube_video zTOYUXDA5OY · row zTOYUXDA5OY

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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.