Yes. David Forbes 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 Retrace (feat. Eilidh Hadden), E-Motion, Extra Dimension (Mixed)

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.

Retrace (feat. Eilidh Hadden)

Listed as David Forbes, Hal Stucker – Retrace (feat. Eilidh Hadden) (Electronic Excursions) · Watch on YouTube

youtube_video -br5ipXxmFI · row -br5ipXxmFI

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E-Motion

Listed as David Forbes, William Daniel – E-Motion (E-Motion / Illuminatus) · Watch on YouTube

youtube_video -zHVcZu-KUo · row -zHVcZu-KUo

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Extra Dimension (Mixed)

Listed as David Forbes – Extra Dimension (Mixed) (Armin van Buuren - Live at ASOT900 (Who's Afraid Of 138?! Stage) [Highlights]) · Watch on YouTube

youtube_video 02oMeoe7qG0 · row 02oMeoe7qG0

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Shadows (feat. Emma Gillespie)

Listed as David Forbes – Shadows (feat. Emma Gillespie) (Shadows) · Watch on YouTube

youtube_video 0fMgzXFZC_4 · row 0fMgzXFZC_4

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Replay

Listed as Alan Nimmo, David Forbes – Replay (Replay / Flex) · Watch on YouTube

youtube_video 1Ux0JgsYb18 · row 1Ux0JgsYb18

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Overboard

Listed as David Forbes – Overboard (Overboard) · Watch on YouTube

youtube_video 2xNU7pjiWB0 · row 2xNU7pjiWB0

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Hope You're Ok (feat. Emma Gillespie)

Listed as David Forbes – Hope You're Ok (feat. Emma Gillespie) (Hope You're Ok) · Watch on YouTube

youtube_video 3lmmAslBFy0 · row 3lmmAslBFy0

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Hold Me (Mixed)

Listed as David Forbes – Hold Me (Mixed) (A State Of Trance Showcase - Mix 018: David Forbes) · Watch on YouTube

youtube_video 4-knqCg8G4c · row 4-knqCg8G4c

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Stars (John Askew Remix)

Listed as David Forbes presents Hal Stucker – Stars (John Askew Remix) (Stars (John Askew Remix)) · Watch on YouTube

youtube_video 57qQC07tzIg · row 57qQC07tzIg

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Coma

Listed as David Forbes, Richard Durand – Coma (Coma) · Watch on YouTube

youtube_video 5FSadYwS5mc · row 5FSadYwS5mc

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Contemplation

Listed as David Forbes – Contemplation (Contemplation) · Watch on YouTube

youtube_video 5r7RnNyxobg · row 5r7RnNyxobg

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Aria Waves (Dark Mix)

Listed as David Forbes – Aria Waves (Dark Mix) (Aria Waves (Remixes)) · Watch on YouTube

youtube_video 68EWKPvLSYs · row 68EWKPvLSYs

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Lap Of The Gods

Listed as David Forbes – Lap Of The Gods (A State Of Trance Episode 757) · Watch on YouTube

youtube_video 6brLnX-AQak · row 6brLnX-AQak

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Splice (Mixed)

Listed as David Forbes – Splice (Mixed) (A State Of Trance Year Mix 2020 (Mixed by Armin van Buuren)) · Watch on YouTube

youtube_video 6fIPLCdMBZw · row 6fIPLCdMBZw

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Spheres (Mixed)

Listed as David Forbes – Spheres (Mixed) (Live at Tomorrowland 2019 [A State Of Trance Stage] (Highlights)) · Watch on YouTube

youtube_video 7LjnnaZz6UM · row 7LjnnaZz6UM

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Celeste

Listed as David Forbes, Hal Stucker – Celeste (Electronic Excursions) · Watch on YouTube

youtube_video 93V9lbkgXx4 · row 93V9lbkgXx4

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Shadows (Mixed) (feat. Emma Gillespie)

Listed as David Forbes – Shadows (Mixed) (feat. Emma Gillespie) (A State Of Trance Showcase - Mix 018: David Forbes) · Watch on YouTube

youtube_video A5-thbZuWCQ · row A5-thbZuWCQ

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Time Travel

Listed as David Forbes & Mallorca Lee – Time Travel (Time Travel) · Watch on YouTube

youtube_video G0SKJjN3Q0E · row G0SKJjN3Q0E

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Extra Dimension (Mixed)

Listed as David Forbes – Extra Dimension (Mixed) (Live at Tomorrowland 2019 [A State Of Trance Stage] (Highlights)) · Watch on YouTube

youtube_video G6PZwG64UTk · row G6PZwG64UTk

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Foldback (Mike Foyle Remix)

Listed as David Forbes – Foldback (Mike Foyle Remix) (Foldback) · Watch on YouTube

youtube_video GaMDQRXROMU · row GaMDQRXROMU

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Loved No More

Listed as David Forbes, Richard Lowe – Loved No More (Loved No More) · Watch on YouTube

youtube_video J2s12bejuY4 · row J2s12bejuY4

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Spheres (ASOT 921)

Listed as David Forbes – Spheres (ASOT 921) (ASOT 921 - A State Of Trance Episode 921 (+XXL Guest Mix: Ruben de Ronde)) · Watch on YouTube

youtube_video L-OwZprKdqg · row L-OwZprKdqg

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Ampere

Listed as David Forbes – Ampere (Ampere) · Watch on YouTube

youtube_video LfuJSnq4wtk · row LfuJSnq4wtk

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Delirio (Mixed)

Listed as David Forbes – Delirio (Mixed) (A State Of Trance Showcase - Mix 018: David Forbes) · Watch on YouTube

youtube_video Mves5MKhxeI · row Mves5MKhxeI

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Century

Listed as David Forbes, Alan Nimmo – Century (Fraction Records Spring Collection 2012 Part 2) · Watch on YouTube

youtube_video O-1d2oArjQY · row O-1d2oArjQY

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Lost My Mind

Listed as David Forbes, Stephen Kirkwood – Lost My Mind (Lost My Mind) · Watch on YouTube

youtube_video QRua9iZJwUY · row QRua9iZJwUY

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Breakout (Lighter Mix)

Listed as David Forbes – Breakout (Lighter Mix) (Breakout (Remixes)) · Watch on YouTube

youtube_video QSbCqCTKUE0 · row QSbCqCTKUE0

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Magic Carpet Ride

Listed as Dr Willis meets David Forbes, David Forbes – Magic Carpet Ride (Global DJ Broadcast Top 15 - December 2009 (Including Classic Bonus Track)) · Watch on YouTube

youtube_video RQXCTZk0h84 · row RQXCTZk0h84

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TKO

Listed as David Forbes – TKO (TKO) · Watch on YouTube

youtube_video WRStBRSsRXA · row WRStBRSsRXA

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Smoke Signal (Jochen Miller Remix)

Listed as David Forbes, Dr Willis – Smoke Signal (Jochen Miller Remix) (Smoke Signal) · Watch on YouTube

youtube_video WttDd5FirPA · row WttDd5FirPA

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Engage

Listed as David Forbes – Engage (Engage) · Watch on YouTube

youtube_video Y68XtOnNYzw · row Y68XtOnNYzw

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Questions Must Be Asked (Kyau vs Albert Radio Edit)

Listed as David Forbes – Questions Must Be Asked (Kyau vs Albert Radio Edit) (Questions Must Be Asked) · Watch on YouTube

youtube_video Z-Ip5kJA-ac · row Z-Ip5kJA-ac

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Polaroid

Listed as David Forbes – Polaroid (Revert EP) · Watch on YouTube

youtube_video _m5AOgAyI7E · row _m5AOgAyI7E

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The Music

Listed as David Forbes – The Music (Damaged 100 mixed by Jordan Suckley & Alex Di Stefano) · Watch on YouTube

youtube_video b_th8i7346k · row b_th8i7346k

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Sunrise

Listed as David Forbes – Sunrise (Sunrise) · Watch on YouTube

youtube_video fRfYBO4qVrI · row fRfYBO4qVrI

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Hurricane (Elucidus Remix) (feat. Emma Gillespie)

Listed as David Forbes – Hurricane (Elucidus Remix) (feat. Emma Gillespie) (Hurricane (Elucidus Remix)) · Watch on YouTube

youtube_video gONVPPKE09g · row gONVPPKE09g

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Answers (2019 Refit)

Listed as David Forbes – Answers (2019 Refit) (Answers) · Watch on YouTube

youtube_video ifiMnSt0vtA · row ifiMnSt0vtA

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Chaos Bowl

Listed as David Forbes, Hal Stucker – Chaos Bowl (Electronic Excursions) · Watch on YouTube

youtube_video mFzG4VftEr0 · row mFzG4VftEr0

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Escape

Listed as David Forbes – Escape (Covert / Escape) · Watch on YouTube

youtube_video oljTE0jb3Ag · row oljTE0jb3Ag

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Touchscreen

Listed as David Forbes – Touchscreen (Dalton 91 / Touchscreen) · Watch on YouTube

youtube_video p_H3P61IeHA · row p_H3P61IeHA

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Nudge (ASOT 818)

Listed as David Forbes – Nudge (ASOT 818) (A State Of Trance Episode 818) · Watch on YouTube

youtube_video pp65Ti4TY6M · row pp65Ti4TY6M

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Rubix

Listed as David Forbes, Hal Stucker – Rubix (Electronic Excursions) · Watch on YouTube

youtube_video qN8Z8FYu-CI · row qN8Z8FYu-CI

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Flex (Radio Edit)

Listed as Alan Nimmo, David Forbes – Flex (Radio Edit) (Replay / Flex) · Watch on YouTube

youtube_video ryXRbj9Kp0E · row ryXRbj9Kp0E

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Revert

Listed as David Forbes – Revert (Revert EP) · Watch on YouTube

youtube_video t-cEXiFtXqg · row t-cEXiFtXqg

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Orion (ASOT 871)

Listed as Suzanne Chesterton, David Forbes, Richard Lowe – Orion (ASOT 871) (A State Of Trance Episode 871) · Watch on YouTube

youtube_video trgR-dPHl-I · row trgR-dPHl-I

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Stars

Listed as David Forbes, Hal Stucker – Stars (Electronic Excursions) · Watch on YouTube

youtube_video uBDoaiSWbdg · row uBDoaiSWbdg

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Equator (Mixed)

Listed as David Forbes – Equator (Mixed) (A State Of Trance Year Mix 2021 (Mixed by Armin van Buuren)) · Watch on YouTube

youtube_video xmVwqCgD4YE · row xmVwqCgD4YE

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Decibel Extended Mix

Listed as David Forbes – Decibel Extended Mix (Decibel) · Watch on YouTube

youtube_video yC8FF_bViUQ · row yC8FF_bViUQ

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Chameleon

Listed as David Forbes – Chameleon (Chameleon) · Watch on YouTube

youtube_video zY6VVMEWZeg · row zY6VVMEWZeg

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Conjour

Listed as David Forbes, Hal Stucker – Conjour (Electronic Excursions) · Watch on YouTube

youtube_video zul0HADxdcA · row zul0HADxdcA

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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.