Yes. Ned Shepard has 18 songs listed in a dataset used to train AI music models.

Used for training 18

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 Deeper Love, Roads Under Ramallah (Ambient Reprise), Walls (feat. Quilla)

Listed under the artist name 18 songs in LAION-DISCO-12M

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

Deeper Love

Listed as Sultan, Ned Shepard, Junior Sanchez – Deeper Love (Deeper Love) · Watch on YouTube

youtube_video 43LmQGBY3Rc · row 43LmQGBY3Rc

LAION-DISCO-12M

Roads Under Ramallah (Ambient Reprise)

Listed as Sultan, Ned Shepard – Roads Under Ramallah (Ambient Reprise) (Global Underground - Electric Calm Vol. 5) · Watch on YouTube

youtube_video 4lzhrVFdFeo · row 4lzhrVFdFeo

LAION-DISCO-12M

Walls (feat. Quilla)

Listed as Sultan, Ned Shepard – Walls (feat. Quilla) (Club Life, Vol. Two: Miami) · Watch on YouTube

youtube_video 6Y93G_P1bz4 · row 6Y93G_P1bz4

LAION-DISCO-12M

Call My Name (Kaskade Radio Edit) (feat. Nadia Ali)

Listed as Sultan, Ned Shepard, Nadia Ali – Call My Name (Kaskade Radio Edit) (feat. Nadia Ali) (Sirup Dance Anthems «America 2013») · Watch on YouTube

youtube_video HKX7ezB4M3I · row HKX7ezB4M3I

LAION-DISCO-12M

In The Air [Morgan Page, Sultan & Ned Shepard & BT feat. Angela McCluskey] (Hardwell Remix) (feat. Angela McCluskey)

Listed as Morgan Page, Sultan & Ned Shepard & BT feat. Angela McCluskey, BT, Ned Shepard, Sultan – In The Air [Morgan Page, Sultan & Ned Shepard & BT feat. Angela McCluskey] (Hardwell Remix) (feat. Angela McCluskey) (Trance Essentials 2012, Vol. 1 (50 Trance Hits In The Mix)) · Watch on YouTube

youtube_video KNSfyxN2Qjs · row KNSfyxN2Qjs

LAION-DISCO-12M

Verona

Listed as Sultan, Ned Shepard – Verona (Global Underground - Electric Calm Vol. 5) · Watch on YouTube

youtube_video RZxkvqslneQ · row RZxkvqslneQ

LAION-DISCO-12M

Keep Moving (Bobby Rock Remix)

Listed as Sultan, Ned Shepard, The Boxer Rebellion – Keep Moving (Bobby Rock Remix) (Keep Moving (Remixes)) · Watch on YouTube

youtube_video ThBLahwiA8U · row ThBLahwiA8U

LAION-DISCO-12M

All These Roads (Stadiumx Remix) (feat. Sam Martin & Zella Day)

Listed as Sultan, Ned Shepard – All These Roads (Stadiumx Remix) (feat. Sam Martin & Zella Day) (All These Roads Remixes (feat. Zella Day and Sam Martin)) · Watch on YouTube

youtube_video WhChwEy9UYk · row WhChwEy9UYk

LAION-DISCO-12M

Astana (Mainstage Mix)

Listed as Funkagenda, Sultan, Ned Shepard – Astana (Mainstage Mix) (Astana (Mainstage Mix)) · Watch on YouTube

youtube_video YT3swAsI7AI · row YT3swAsI7AI

LAION-DISCO-12M

Keep Moving (Parag & Pankaj Remix)

Listed as Sultan, Ned Shepard, The Boxer Rebellion – Keep Moving (Parag & Pankaj Remix) (Keep Moving (Remixes)) · Watch on YouTube

youtube_video Z6sSDkRNhnE · row Z6sSDkRNhnE

LAION-DISCO-12M

All These Roads (FIXYN Remix) (feat. Sam Martin & Zella Day)

Listed as Sultan, Ned Shepard – All These Roads (FIXYN Remix) (feat. Sam Martin & Zella Day) (All These Roads Remixes (feat. Zella Day and Sam Martin)) · Watch on YouTube

youtube_video gg192Qe0_b8 · row gg192Qe0_b8

LAION-DISCO-12M

Block Party

Listed as Sultan, Ned Shepard – Block Party (Best Nights Ever... House Party) · Watch on YouTube

youtube_video ic36LkI_kF4 · row ic36LkI_kF4

LAION-DISCO-12M

Somebody to Love (feat. Dirty Vegas)

Listed as Sultan, Ned Shepard, Thomas Sagstad, Dirty Vegas – Somebody to Love (feat. Dirty Vegas) (Somebody to Love) · Watch on YouTube

youtube_video j1FsjT70fFw · row j1FsjT70fFw

LAION-DISCO-12M

Somebody to Love (Third Party Remix) (feat. Dirty Vegas)

Listed as Sultan, Ned Shepard, Thomas Sagstad, Dirty Vegas – Somebody to Love (Third Party Remix) (feat. Dirty Vegas) (Somebody to Love) · Watch on YouTube

youtube_video jHNAwPGTD3c · row jHNAwPGTD3c

LAION-DISCO-12M

Running (Original Mix Edit) (feat. Mitch Crown)

Listed as Fedde Le Grand, Sultan, Ned Shepard – Running (Original Mix Edit) (feat. Mitch Crown) (No Xcuses - The Violet Edition) · Watch on YouTube

youtube_video q_TfV3Nl2Vo · row q_TfV3Nl2Vo

LAION-DISCO-12M

Keep Moving

Listed as Sultan, Ned Shepard, The Boxer Rebellion – Keep Moving (Keep Moving) · Watch on YouTube

youtube_video rkInqiZcoXE · row rkInqiZcoXE

LAION-DISCO-12M

All These Roads (Dave Edwards Remix) (feat. Sam Martin & Zella Day)

Listed as Sultan, Ned Shepard – All These Roads (Dave Edwards Remix) (feat. Sam Martin & Zella Day) (All These Roads Remixes (feat. Zella Day and Sam Martin)) · Watch on YouTube

youtube_video wnmwSdAtYfM · row wnmwSdAtYfM

LAION-DISCO-12M

All These Roads (feat. Sam Martin & Zella Day)

Listed as Sultan, Ned Shepard – All These Roads (feat. Sam Martin & Zella Day) (All These Roads (feat. Zella Day and Sam Martin)) · Watch on YouTube

youtube_video zi0FtNBBWjc · row zi0FtNBBWjc

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.