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 Shame (Mix No. 3 - Painful Emotion by Daniel Miller), Living Out Of A Bag, Flood Water

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.

Shame (Mix No. 3 - Painful Emotion by Daniel Miller)

Listed as Nitzer Ebb – Shame (Mix No. 3 - Painful Emotion by Daniel Miller) (In Order) · Watch on YouTube

youtube_video -unGpu8NWQU · row -unGpu8NWQU

LAION-DISCO-12M

Living Out Of A Bag

Listed as Nitzer Ebb – Living Out Of A Bag (Big Hit) · Watch on YouTube

youtube_video 0FgM7wHWcXc · row 0FgM7wHWcXc

LAION-DISCO-12M

Flood Water

Listed as Nitzer Ebb – Flood Water (Big Hit) · Watch on YouTube

youtube_video 10zM98uwT2k · row 10zM98uwT2k

LAION-DISCO-12M

Backlash (Mix No.2)

Listed as Nitzer Ebb – Backlash (Mix No.2) (In Order) · Watch on YouTube

youtube_video 1cpKceRWM6w · row 1cpKceRWM6w

LAION-DISCO-12M

Get Clean (2006 Remaster)

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

youtube_video 2rraVLfApEw · row 2rraVLfApEw

LAION-DISCO-12M

Never Known

Listed as Nitzer Ebb – Never Known (Saw VI (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video 3SytaWxi_x0 · row 3SytaWxi_x0

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Lightning Man (Rsw Mix)

Listed as Nitzer Ebb – Lightning Man (Rsw Mix) (In Order) · Watch on YouTube

youtube_video 47XPGdzNNPQ · row 47XPGdzNNPQ

LAION-DISCO-12M

Control I'm Control (I'm Here) (Dubfire's Jamrock Remix)

Listed as Nitzer Ebb – Control I'm Control (I'm Here) (Dubfire's Jamrock Remix) (Body Rework) · Watch on YouTube

youtube_video 69EV6MRRwO0 · row 69EV6MRRwO0

LAION-DISCO-12M

Getting Closer (Trance Mix)

Listed as Nitzer Ebb – Getting Closer (Trance Mix) (In Order) · Watch on YouTube

youtube_video 6TwNIaNc0Mc · row 6TwNIaNc0Mc

LAION-DISCO-12M

Join in the Chant (Lies! Instrumental)

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

youtube_video AmtHVYszUC0 · row AmtHVYszUC0

LAION-DISCO-12M

Trigger Happy

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

youtube_video B9crAqi5BEM · row B9crAqi5BEM

LAION-DISCO-12M

K.I.A. (Pk Mix)

Listed as Nitzer Ebb – K.I.A. (Pk Mix) (Belief) · Watch on YouTube

youtube_video Cra-xlZdlcI · row Cra-xlZdlcI

LAION-DISCO-12M

Who We Are (Seven Inch Version)

Listed as Nitzer Ebb – Who We Are (Seven Inch Version) (In Order) · Watch on YouTube

youtube_video EJ05boaZ9u8 · row EJ05boaZ9u8

LAION-DISCO-12M

Control I'm Here (Command Control Confront Mix)

Listed as Nitzer Ebb – Control I'm Here (Command Control Confront Mix) (In Order) · Watch on YouTube

youtube_video Ek_NDx6j85A · row Ek_NDx6j85A

LAION-DISCO-12M

Lovesick

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

youtube_video EoKtFb9CB0A · row EoKtFb9CB0A

LAION-DISCO-12M

Backlash (William Orbit Mix 2006 Remaster)

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

youtube_video FyAbsT_0x74 · row FyAbsT_0x74

LAION-DISCO-12M

I Thought (Single Mix)

Listed as Nitzer Ebb – I Thought (Single Mix) (In Order) · Watch on YouTube

youtube_video J3-eyfYrxog · row J3-eyfYrxog

LAION-DISCO-12M

Fun to Be Had (Dust Brothers Master Mix)

Listed as Nitzer Ebb – Fun to Be Had (Dust Brothers Master Mix) (In Order) · Watch on YouTube

youtube_video S4T_yniszWc · row S4T_yniszWc

LAION-DISCO-12M

Higher

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

youtube_video Tj1SWf5ke58 · row Tj1SWf5ke58

LAION-DISCO-12M

Reasons

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

youtube_video UU_HiKYL0j4 · row UU_HiKYL0j4

LAION-DISCO-12M

Fitness To Purpose (Mix Two)

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

youtube_video Vjg-fxhxiDg · row Vjg-fxhxiDg

LAION-DISCO-12M

Lightning Man (Motor Remix)

Listed as Nitzer Ebb – Lightning Man (Motor Remix) (Body Rework) · Watch on YouTube

youtube_video XMp0uKGwjPk · row XMp0uKGwjPk

LAION-DISCO-12M

Boy

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

youtube_video XuTztXPsdLA · row XuTztXPsdLA

LAION-DISCO-12M

Join in the Chant (Knarz Ist Machine) (Thomas P. Heckmann Remix)

Listed as Nitzer Ebb – Join in the Chant (Knarz Ist Machine) (Thomas P. Heckmann Remix) (Body Rework) · Watch on YouTube

youtube_video _LxUcerDVRI · row _LxUcerDVRI

LAION-DISCO-12M

Lakeside Drive

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

youtube_video bSLdpi30h-s · row bSLdpi30h-s

LAION-DISCO-12M

Family Man - Remixed Version

Listed as Nitzer Ebb – Family Man - Remixed Version (Ebbhead) · Watch on YouTube

youtube_video c870bruiVWA · row c870bruiVWA

LAION-DISCO-12M

Join in the Chant (Xpress 2 Remix)

Listed as Nitzer Ebb – Join in the Chant (Xpress 2 Remix) (Body Rework) · Watch on YouTube

youtube_video cOu4JQzg2yM · row cOu4JQzg2yM

LAION-DISCO-12M

Ascend (Anonymous Mix by Vince Clarke)

Listed as Nitzer Ebb – Ascend (Anonymous Mix by Vince Clarke) (In Order) · Watch on YouTube

youtube_video dpkzThVoeHQ · row dpkzThVoeHQ

LAION-DISCO-12M

Control (I'm Here) (The Hacker Remix 2006)

Listed as Nitzer Ebb – Control (I'm Here) (The Hacker Remix 2006) (Body Rework) · Watch on YouTube

youtube_video dtXL6Mq0WD4 · row dtXL6Mq0WD4

LAION-DISCO-12M

Let Your Body Learn (JuanPe K Remix)

Listed as Nitzer Ebb – Let Your Body Learn (JuanPe K Remix) (PSICONAUTIC) · Watch on YouTube

youtube_video euP1P7DabII · row euP1P7DabII

LAION-DISCO-12M

Lightning Man (Barry Adamson Mix)

Listed as Nitzer Ebb – Lightning Man (Barry Adamson Mix) (In Order) · Watch on YouTube

youtube_video f1N1CCeywH0 · row f1N1CCeywH0

LAION-DISCO-12M

K.I.A.

Listed as Nitzer Ebb – K.I.A. (In Order) · Watch on YouTube

youtube_video iH1fKsenERw · row iH1fKsenERw

LAION-DISCO-12M

Cherry Blossom

Listed as Nitzer Ebb – Cherry Blossom (Big Hit) · Watch on YouTube

youtube_video jfRJ2pOP6FA · row jfRJ2pOP6FA

LAION-DISCO-12M

Let Your Body Learn (Terence Fixmer Remix 2006)

Listed as Nitzer Ebb – Let Your Body Learn (Terence Fixmer Remix 2006) (Body Rework) · Watch on YouTube

youtube_video kEsz-NUDrkQ · row kEsz-NUDrkQ

LAION-DISCO-12M

I Thought

Listed as Nitzer Ebb – I Thought (Big Hit) · Watch on YouTube

youtube_video kMhz26tGfIg · row kMhz26tGfIg

LAION-DISCO-12M

Control I'm Here (Hardcore Mix)

Listed as Nitzer Ebb – Control I'm Here (Hardcore Mix) (In Order) · Watch on YouTube

youtube_video lSng1RMowJk · row lSng1RMowJk

LAION-DISCO-12M

Let Your Body Learn (Instrumental)

Listed as Nitzer Ebb – Let Your Body Learn (Instrumental) (In Order) · Watch on YouTube

youtube_video l_C6jK3sNIo · row l_C6jK3sNIo

LAION-DISCO-12M

Hearts and Minds (Mix Hypersonic 2006 Remaster)

Listed as Nitzer Ebb – Hearts and Minds (Mix Hypersonic 2006 Remaster) (In Order) · Watch on YouTube

youtube_video lre7u2JbvEU · row lre7u2JbvEU

LAION-DISCO-12M

Join In The Chant (Metal Mix)

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

youtube_video lzk_FZZASIw · row lzk_FZZASIw

LAION-DISCO-12M

Getting Closer (Black Strobe Ebm Homage)

Listed as Nitzer Ebb – Getting Closer (Black Strobe Ebm Homage) (Body Rework) · Watch on YouTube

youtube_video mVfQCThUWNs · row mVfQCThUWNs

LAION-DISCO-12M

In Decline

Listed as Nitzer Ebb – In Decline (Big Hit) · Watch on YouTube

youtube_video n5ia4Af8DXM · row n5ia4Af8DXM

LAION-DISCO-12M

Border Talk

Listed as Nitzer Ebb – Border Talk (Big Hit) · Watch on YouTube

youtube_video oYosSuxZx48 · row oYosSuxZx48

LAION-DISCO-12M

Ascend (Remix 2006 Remaster)

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

youtube_video pTTWLnau_G0 · row pTTWLnau_G0

LAION-DISCO-12M

Lightning Man (Twelve Inch Version)

Listed as Nitzer Ebb – Lightning Man (Twelve Inch Version) (In Order) · Watch on YouTube

youtube_video qOpHy8vlt1M · row qOpHy8vlt1M

LAION-DISCO-12M

Time

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

youtube_video s5jb0whsiRo · row s5jb0whsiRo

LAION-DISCO-12M

Sugar Sweet

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

youtube_video uLBPsm3nf9k · row uLBPsm3nf9k

LAION-DISCO-12M

Control I'm Here (Instrumental Club Mix)

Listed as Nitzer Ebb – Control I'm Here (Instrumental Club Mix) (In Order) · Watch on YouTube

youtube_video vFm_2KxoNcg · row vFm_2KxoNcg

LAION-DISCO-12M

Hear Me Say

Listed as Nitzer Ebb – Hear Me Say (Big Hit) · Watch on YouTube

youtube_video wioKs3fNnJA · row wioKs3fNnJA

LAION-DISCO-12M

Shame (Derrick May Remix)

Listed as Nitzer Ebb – Shame (Derrick May Remix) (Body Rework) · Watch on YouTube

youtube_video z2szK8UxkqA · row z2szK8UxkqA

LAION-DISCO-12M

Our Own World

Listed as Nitzer Ebb – Our Own World (Big Hit) · Watch on YouTube

youtube_video zJnXeZis9lI · row zJnXeZis9lI

LAION-DISCO-12M

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.