Yes. Dennis Sheperd has 151 songs listed in a dataset used to train AI music models.

Used for training 151

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 Dare to Dream 2016 (Club Mix), Fallen Angel (Dennis Sheperd Club Mix) (feat. Dennis Sheperd & Cold Blue feat. Ana Criado & Cold Blue), Cabin Fever (Orjan Nilsen Club Mix)

Listed under the artist name 151 songs in LAION-DISCO-12M

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

Dare to Dream 2016 (Club Mix)

Listed as Dennis Sheperd, Katty Heath – Dare to Dream 2016 (Club Mix) (Dare to Dream 2016) · Watch on YouTube

youtube_video 1ljQ4NLLZi0 · row 1ljQ4NLLZi0

LAION-DISCO-12M

Fallen Angel (Dennis Sheperd Club Mix) (feat. Dennis Sheperd & Cold Blue feat. Ana Criado & Cold Blue)

Listed as Dennis Sheperd & Cold Blue feat. Ana Criado, Ana Criado – Fallen Angel (Dennis Sheperd Club Mix) (feat. Dennis Sheperd & Cold Blue feat. Ana Criado & Cold Blue) (Global DJ Broadcast Top 40 - Best of 2011) · Watch on YouTube

youtube_video 1oLLsfLYrxk · row 1oLLsfLYrxk

LAION-DISCO-12M

Cabin Fever (Orjan Nilsen Club Mix)

Listed as Orjan Nilsen, Dennis Sheperd, Nifra, Estiva – Cabin Fever (Orjan Nilsen Club Mix) (Cabin Fever) · Watch on YouTube

youtube_video 2cU6GklyoT0 · row 2cU6GklyoT0

LAION-DISCO-12M

Where I Begin (Club Mix)

Listed as Dennis Sheperd, Katty Heath – Where I Begin (Club Mix) (Where I Begin) · Watch on YouTube

youtube_video 2jwBt4CSwow · row 2jwBt4CSwow

LAION-DISCO-12M

Fallen Angel (Dennis Sheperd Club Mix) (feat. Ana Criado)

Listed as Dennis Sheperd, Cold Blue – Fallen Angel (Dennis Sheperd Club Mix) (feat. Ana Criado) (A State Of Trance Year Mix 2011 (Mixed by Armin van Buuren)) · Watch on YouTube

youtube_video 4nTb7pegi5I · row 4nTb7pegi5I

LAION-DISCO-12M

We Are One (Denis Kenzo Remix) (feat. Adam Is A Girl)

Listed as Dennis Sheperd, Roger Shah, Denis Kenzo – We Are One (Denis Kenzo Remix) (feat. Adam Is A Girl) (Find the Sunrise [Deluxe Edition]) · Watch on YouTube

youtube_video 5FhJ7or8A88 · row 5FhJ7or8A88

LAION-DISCO-12M

I Die (Josh Ferrin Chillout Remix) (Mixed) (feat. Sue McLaren)

Listed as Dennis Sheperd, Alan Morris – I Die (Josh Ferrin Chillout Remix) (Mixed) (feat. Sue McLaren) (In Search of Sunrise 16) · Watch on YouTube

youtube_video 71qq-pkwtDM · row 71qq-pkwtDM

LAION-DISCO-12M

Imagination

Listed as Dennis Sheperd, Katty Heath – Imagination (Find the Sunrise) · Watch on YouTube

youtube_video At7YUNufSyM · row At7YUNufSyM

LAION-DISCO-12M

Fallen Angel [Rapha Remix] (feat. Ana Criado)

Listed as Dennis Sheperd, Cold Blue – Fallen Angel [Rapha Remix] (feat. Ana Criado) (Fallen Angel [The Remixes]) · Watch on YouTube

youtube_video C2WWltA6gJQ · row C2WWltA6gJQ

LAION-DISCO-12M

Sublimity

Listed as Protoculture, DIM3NSION, Dennis Sheperd – Sublimity (Sublimity) · Watch on YouTube

youtube_video DQrrYI3nC_A · row DQrrYI3nC_A

LAION-DISCO-12M

No Borders

Listed as Dennis Sheperd, Aurosonic, LTN – No Borders (No Borders) · Watch on YouTube

youtube_video Eq_EXqwiegg · row Eq_EXqwiegg

LAION-DISCO-12M

Starlight (F.G. Noise Remix)

Listed as Dennis Sheperd, Christina Novelli – Starlight (F.G. Noise Remix) (Starlight (The Remixes)) · Watch on YouTube

youtube_video Fx_vvMerdYc · row Fx_vvMerdYc

LAION-DISCO-12M

Find the Sunrise

Listed as Dennis Sheperd, Katty Heath – Find the Sunrise (Find the Sunrise) · Watch on YouTube

youtube_video Fya6HF6JZco · row Fya6HF6JZco

LAION-DISCO-12M

Fallen Angel [Album Mix] (feat. Ana Criado)

Listed as Dennis Sheperd, Cold Blue – Fallen Angel [Album Mix] (feat. Ana Criado) (Fallen Angel) · Watch on YouTube

youtube_video GjDimZQOlbU · row GjDimZQOlbU

LAION-DISCO-12M

I Die (feat. Sue McLaren)

Listed as Dennis Sheperd, Alan Morris – I Die (feat. Sue McLaren) (A Tribute To Life) · Watch on YouTube

youtube_video H9DiWitNrxQ · row H9DiWitNrxQ

LAION-DISCO-12M

Where I Begin (Album Extended Mix)

Listed as Dennis Sheperd, Katty Heath – Where I Begin (Album Extended Mix) (Where I Begin) · Watch on YouTube

youtube_video HN015LQzEGI · row HN015LQzEGI

LAION-DISCO-12M

Losing My Mind (Eugenio Tokarev Extended Remix)

Listed as Dennis Sheperd, Katty Heath – Losing My Mind (Eugenio Tokarev Extended Remix) (Losing My Mind) · Watch on YouTube

youtube_video IXbQ_lxpD8k · row IXbQ_lxpD8k

LAION-DISCO-12M

Dare to Dream (Paul Arcane Remix Edit)

Listed as Dennis Sheperd, Katty Heath – Dare to Dream (Paul Arcane Remix Edit) (Fight Your Fears (The Remixes)) · Watch on YouTube

youtube_video IXuLJh7oGxU · row IXuLJh7oGxU

LAION-DISCO-12M

Runaway (Zetandel Blue Mix)

Listed as JES, Cold Blue, Dennis Sheperd – Runaway (Zetandel Blue Mix) (Runaway) · Watch on YouTube

youtube_video JEiNWQT2qWs · row JEiNWQT2qWs

LAION-DISCO-12M

Every Word (Uplifting Mix)

Listed as Dennis Sheperd, Cold Blue, Ana Criado – Every Word (Uplifting Mix) (Every Word (Uplifting Mix)) · Watch on YouTube

youtube_video KPCJqBaCtYQ · row KPCJqBaCtYQ

LAION-DISCO-12M

Cabin Fever (Extended Mix)

Listed as Orjan Nilsen, Dennis Sheperd, Nifra, Estiva – Cabin Fever (Extended Mix) (Cabin Fever) · Watch on YouTube

youtube_video MDp0ZA74RDA · row MDp0ZA74RDA

LAION-DISCO-12M

I Can Feel (Giuseppe Ottaviani Remix)

Listed as Dennis Sheperd, Sunlounger, Giuseppe Ottaviani – I Can Feel (Giuseppe Ottaviani Remix) (Find the Sunrise [Deluxe Edition]) · Watch on YouTube

youtube_video NDDo8DGcfLY · row NDDo8DGcfLY

LAION-DISCO-12M

Malam (Mixed) (Richard Durand Remix)

Listed as Dennis Sheperd, Roger Shah, Richard Durand – Malam (Mixed) (Richard Durand Remix) (A State Of Trance Showcase - Mix 006: Richard Durand) · Watch on YouTube

youtube_video PPabNROTciM · row PPabNROTciM

LAION-DISCO-12M

Amigos (FYHR098)

Listed as Dennis Sheperd & DIM3NSION, DIM3NSION – Amigos (FYHR098) (Find Your Harmony Radioshow #098) · Watch on YouTube

youtube_video PrwgEjD_0Dc · row PrwgEjD_0Dc

LAION-DISCO-12M

Dare to Dream (Album Extended Mix)

Listed as Dennis Sheperd, Katty Heath – Dare to Dream (Album Extended Mix) (Fight Your Fears (Extended Mixes)) · Watch on YouTube

youtube_video ShjqAXDZxfs · row ShjqAXDZxfs

LAION-DISCO-12M

Malam (Richard Durand Extended Remix)

Listed as Dennis Sheperd, Roger Shah, Richard Durand – Malam (Richard Durand Extended Remix) (Malam (Richard Durand Remix)) · Watch on YouTube

youtube_video UOdFysbBFvk · row UOdFysbBFvk

LAION-DISCO-12M

Fallen Angel [Ahmed Romel Remix] (feat. Ana Criado)

Listed as Dennis Sheperd, Cold Blue – Fallen Angel [Ahmed Romel Remix] (feat. Ana Criado) (Fallen Angel [The Remixes]) · Watch on YouTube

youtube_video UuodMNUVl9U · row UuodMNUVl9U

LAION-DISCO-12M

Dare to Dream 2016 (Nomosk Remix)

Listed as Dennis Sheperd, Katty Heath – Dare to Dream 2016 (Nomosk Remix) (Dare to Dream 2016) · Watch on YouTube

youtube_video XxtL2R5ctJk · row XxtL2R5ctJk

LAION-DISCO-12M

Runaway

Listed as JES, Cold Blue, Dennis Sheperd – Runaway (Runaway) · Watch on YouTube

youtube_video beSSUy-5Krk · row beSSUy-5Krk

LAION-DISCO-12M

Freefalling

Listed as Dennis Sheperd, Cold Blue – Freefalling (A Tribute To Life) · Watch on YouTube

youtube_video fm5Z0v01Yfg · row fm5Z0v01Yfg

LAION-DISCO-12M

Fallen Angel (Lange Radio Mix) (feat. Ana Criado)

Listed as Dennis Sheperd & Cold Blue feat. Ana Criado, Cold Blue – Fallen Angel (Lange Radio Mix) (feat. Ana Criado) (Global DJ Broadcast Top 20 - March 2013 (Including Classic Bonus Track)) · Watch on YouTube

youtube_video gzVNlVA8D1A · row gzVNlVA8D1A

LAION-DISCO-12M

I Can Feel

Listed as Dennis Sheperd, Sunlounger – I Can Feel (I Can Feel) · Watch on YouTube

youtube_video hXlwS9B0SDg · row hXlwS9B0SDg

LAION-DISCO-12M

Starlight (Costa Remix)

Listed as Dennis Sheperd, Christina Novelli – Starlight (Costa Remix) (Starlight (The Remixes)) · Watch on YouTube

youtube_video hgi-mbJm5xI · row hgi-mbJm5xI

LAION-DISCO-12M

Every Word (Club Mix)

Listed as Dennis Sheperd, Cold Blue, Ana Criado – Every Word (Club Mix) (Every Word) · Watch on YouTube

youtube_video jFcAp-xbx68 · row jFcAp-xbx68

LAION-DISCO-12M

Every Word (Uplifting Mix Edit)

Listed as Dennis Sheperd, Cold Blue, Ana Criado – Every Word (Uplifting Mix Edit) (Every Word (Uplifting Mixes)) · Watch on YouTube

youtube_video nQZw7CU1nak · row nQZw7CU1nak

LAION-DISCO-12M

Fallen Angel [Cold Blue Radio Edit] (feat. Ana Criado)

Listed as Dennis Sheperd, Cold Blue – Fallen Angel [Cold Blue Radio Edit] (feat. Ana Criado) (Fallen Angel) · Watch on YouTube

youtube_video oLZ_DcpN_fA · row oLZ_DcpN_fA

LAION-DISCO-12M

Starlight (Ronski Speed Remix)

Listed as Dennis Sheperd, Christina Novelli – Starlight (Ronski Speed Remix) (Starlight (The Remixes)) · Watch on YouTube

youtube_video oegP2jsiI8U · row oegP2jsiI8U

LAION-DISCO-12M

Not Too Late [Noel Sanger Remix] (feat. Chloe Langley)

Listed as Dennis Sheperd, Cold Blue – Not Too Late [Noel Sanger Remix] (feat. Chloe Langley) (Not Too Late) · Watch on YouTube

youtube_video pfR0Vv1YD44 · row pfR0Vv1YD44

LAION-DISCO-12M

Dare to Dream 2016 (Nomosk Radio Edit)

Listed as Dennis Sheperd, Katty Heath – Dare to Dream 2016 (Nomosk Radio Edit) (Dare to Dream 2016) · Watch on YouTube

youtube_video pp2FM_lsKKQ · row pp2FM_lsKKQ

LAION-DISCO-12M

Losing My Mind

Listed as Dennis Sheperd, Katty Heath – Losing My Mind (Losing My Mind) · Watch on YouTube

youtube_video q10qc02is2A · row q10qc02is2A

LAION-DISCO-12M

Denials

Listed as Dennis Sheperd, Diana Miro – Denials (Onwards // Upwards) · Watch on YouTube

youtube_video rSz3Frjv0SY · row rSz3Frjv0SY

LAION-DISCO-12M

Losing My Mind (Dream Dancer Extended Remix)

Listed as Dennis Sheperd, Katty Heath – Losing My Mind (Dream Dancer Extended Remix) (Losing My Mind) · Watch on YouTube

youtube_video rdKfTnZFDXg · row rdKfTnZFDXg

LAION-DISCO-12M

Fallen Angel [Lange Remix] (feat. Ana Criado)

Listed as Dennis Sheperd, Cold Blue – Fallen Angel [Lange Remix] (feat. Ana Criado) (Fallen Angel [The Remixes]) · Watch on YouTube

youtube_video t0jNAMcsd9E · row t0jNAMcsd9E

LAION-DISCO-12M

When Our Worlds Collide (John O’Callaghan Remix)

Listed as Dennis Sheperd, Sarah Russell, John O’Callaghan – When Our Worlds Collide (John O’Callaghan Remix) (When Our Worlds Collide (John O’Callaghan Remix)) · Watch on YouTube

youtube_video tAV2YyuvwzA · row tAV2YyuvwzA

LAION-DISCO-12M

Fallen Angel (Radio Edit)

Listed as Dennis Sheperd, Cold Blue, Ana Criado – Fallen Angel (Radio Edit) (Ever True: Greatest Hits Deluxe Edition) · Watch on YouTube

youtube_video w9sLdlGbe-U · row w9sLdlGbe-U

LAION-DISCO-12M

No Borders (Extended Mix)

Listed as Dennis Sheperd, Aurosonic, LTN – No Borders (Extended Mix) (No Borders) · Watch on YouTube

youtube_video xFkdliXWkm0 · row xFkdliXWkm0

LAION-DISCO-12M

I Can Feel (Giuseppe Ottaviani Extended Remix)

Listed as Dennis Sheperd, Sunlounger – I Can Feel (Giuseppe Ottaviani Extended Remix) (I Can Feel (Giuseppe Ottaviani Remix)) · Watch on YouTube

youtube_video xJNvpT17NgE · row xJNvpT17NgE

LAION-DISCO-12M

Malam (Extended Uplifting Mix)

Listed as Dennis Sheperd, Roger Shah, Richard Durand – Malam (Extended Uplifting Mix) (Malam) · Watch on YouTube

youtube_video xjV2LNUn-lo · row xjV2LNUn-lo

LAION-DISCO-12M

Fallen Angel (Extended Rework)

Listed as Dennis Sheperd, Ana Criado – Fallen Angel (Extended Rework) (Fallen Angel (Rework)) · Watch on YouTube

youtube_video xr7So09Pa6o · row xr7So09Pa6o

LAION-DISCO-12M

Losing My Mind (Paul Arcane Remix)

Listed as Dennis Sheperd, Katty Heath – Losing My Mind (Paul Arcane Remix) (Losing My Mind) · Watch on YouTube

youtube_video yHXSN9VkCMg · row yHXSN9VkCMg

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.