Yes. Robert Hood 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 Solid Thought, Untitled, Through A Looking Glass Darkly

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.

Solid Thought

Listed as Robert Hood – Solid Thought (Paradygm Shift) · Watch on YouTube

youtube_video 0YYizV4KVco · row 0YYizV4KVco

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Untitled

Listed as Robert Hood – Untitled (Monobox Ep) · Watch on YouTube

youtube_video 1CNppCoxdxo · row 1CNppCoxdxo

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Through A Looking Glass Darkly

Listed as Robert Hood – Through A Looking Glass Darkly (Mirror Man) · Watch on YouTube

youtube_video 3kSkLJ13fgw · row 3kSkLJ13fgw

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Think Fast

Listed as Robert Hood – Think Fast (Omega) · Watch on YouTube

youtube_video 3pXALHy_Zo4 · row 3pXALHy_Zo4

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Side Effect

Listed as Robert Hood – Side Effect (Hoodmusic 3) · Watch on YouTube

youtube_video 4kkkNbOKHYE · row 4kkkNbOKHYE

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Form

Listed as Robert Hood – Form (Paradygm Shift - Volume 1) · Watch on YouTube

youtube_video 5MLtJud3m_o · row 5MLtJud3m_o

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Variations 3

Listed as Robert Hood, Femi Kuti – Variations 3 (Variations) · Watch on YouTube

youtube_video 5ZH0oLROaTk · row 5ZH0oLROaTk

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Alpha: Alive

Listed as Robert Hood – Alpha: Alive (Omega: Alive) · Watch on YouTube

youtube_video 7LoEZhGYfeE · row 7LoEZhGYfeE

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Amazon Dust

Listed as Robert Hood – Amazon Dust (Hectic / Amazon Dust) · Watch on YouTube

youtube_video 8cY09Opjff4 · row 8cY09Opjff4

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Chrome

Listed as The Vision, Robert Hood – Chrome (Waveform Transmission Vol. 2) · Watch on YouTube

youtube_video 8wxiQLKx1kk · row 8wxiQLKx1kk

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A System Of Mirrors

Listed as Robert Hood – A System Of Mirrors (Mirror Man) · Watch on YouTube

youtube_video 9tGRTo_U2mk · row 9tGRTo_U2mk

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Loft

Listed as Robert Hood – Loft (Apartment Zero) · Watch on YouTube

youtube_video AwzzQ_vMg80 · row AwzzQ_vMg80

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Resurrection

Listed as Robert Hood – Resurrection (Obey / Resurrection) · Watch on YouTube

youtube_video CHxAria-Qa8 · row CHxAria-Qa8

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Preface

Listed as Robert Hood – Preface (Paradygm Shift) · Watch on YouTube

youtube_video D1x5BYKkg_Y · row D1x5BYKkg_Y

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Alpha (James Ruskin Remix) (feat. James Ruskin)

Listed as Robert Hood – Alpha (James Ruskin Remix) (feat. James Ruskin) (Alpha (James Ruskin Remix) / The Family) · Watch on YouTube

youtube_video HD6aFTI7nqs · row HD6aFTI7nqs

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Clocks

Listed as Robert Hood – Clocks (Clocks / Low Life / Go) · Watch on YouTube

youtube_video Hfsu6xzHe1E · row Hfsu6xzHe1E

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Black Technician (UR Mad Mike Remix)

Listed as Robert Hood – Black Technician (UR Mad Mike Remix) (Black Technician (UR Mad Mike Remixes)) · Watch on YouTube

youtube_video K5V5ieThwGs · row K5V5ieThwGs

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Black Mirror

Listed as Robert Hood – Black Mirror (Mirror Man) · Watch on YouTube

youtube_video KXQVklCMOaE · row KXQVklCMOaE

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Untitled Sketch

Listed as Robert Hood – Untitled Sketch (Moveable Parts Chapter 1 EP) · Watch on YouTube

youtube_video OtH8HXHo2UQ · row OtH8HXHo2UQ

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Variations 5

Listed as Robert Hood, Femi Kuti – Variations 5 (Variations) · Watch on YouTube

youtube_video P9rVsxjHW9o · row P9rVsxjHW9o

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Torque One

Listed as Robert Hood – Torque One (Torque One / Movement) · Watch on YouTube

youtube_video Pwl1CIdDTdc · row Pwl1CIdDTdc

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Falling Apart

Listed as Robert Hood – Falling Apart (Mirror Man) · Watch on YouTube

youtube_video SBXhWvUvKco · row SBXhWvUvKco

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Focus (DJ-Kicks)

Listed as Robert Hood – Focus (DJ-Kicks) (Focus (DJ-Kicks) / Greytype I) · Watch on YouTube

youtube_video SENd27KCWvA · row SENd27KCWvA

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Nephesh

Listed as Robert Hood – Nephesh (Paradygm Shift) · Watch on YouTube

youtube_video Sck69nir9yA · row Sck69nir9yA

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Go

Listed as Robert Hood – Go (Clocks / Low Life / Go) · Watch on YouTube

youtube_video TBDunw3NyH4 · row TBDunw3NyH4

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Minus: Alive

Listed as Robert Hood – Minus: Alive (Omega: Alive) · Watch on YouTube

youtube_video To9IeWQWjYY · row To9IeWQWjYY

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Tactel

Listed as Robert Hood – Tactel (Technatural EP) · Watch on YouTube

youtube_video YVtwk-A58YM · row YVtwk-A58YM

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Protein Valve 2

Listed as Robert Hood – Protein Valve 2 (Protein Valve EP) · Watch on YouTube

youtube_video eihoa8aXVy0 · row eihoa8aXVy0

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Virus-4-9K561

Listed as Robert Hood – Virus-4-9K561 (Toxin 12 EP) · Watch on YouTube

youtube_video h4jP4v6n8KI · row h4jP4v6n8KI

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Variations 7

Listed as Robert Hood, Femi Kuti – Variations 7 (Variations) · Watch on YouTube

youtube_video ihc3yUAQbC8 · row ihc3yUAQbC8

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Run Bobby, Run

Listed as Robert Hood – Run Bobby, Run (Mirror Man) · Watch on YouTube

youtube_video iwx-yENFyq0 · row iwx-yENFyq0

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Pneuma

Listed as Robert Hood – Pneuma (Paradygm Shift) · Watch on YouTube

youtube_video jekaqga_B44 · row jekaqga_B44

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Face In The Water

Listed as Robert Hood – Face In The Water (Mirror Man) · Watch on YouTube

youtube_video mRlyPH1brrc · row mRlyPH1brrc

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The Majestic (Deeper Edit)

Listed as Robert Hood – The Majestic (Deeper Edit) (The Blueprint EP) · Watch on YouTube

youtube_video mfur1Tg-lS8 · row mfur1Tg-lS8

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Variations 2

Listed as Robert Hood, Femi Kuti – Variations 2 (Variations) · Watch on YouTube

youtube_video n1NFIEWvgOU · row n1NFIEWvgOU

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Needs And Wants

Listed as Robert Hood – Needs And Wants (Hoodmusic 3) · Watch on YouTube

youtube_video nieGFZ9qvvo · row nieGFZ9qvvo

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Bells at Dusk

Listed as Robert Hood – Bells at Dusk (Omega: Alive) · Watch on YouTube

youtube_video o29lfqlbCuM · row o29lfqlbCuM

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Variations 6

Listed as Robert Hood, Femi Kuti – Variations 6 (Variations) · Watch on YouTube

youtube_video on81fs2O7OQ · row on81fs2O7OQ

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H-Formula

Listed as Robert Hood – H-Formula (Toxin 12 EP) · Watch on YouTube

youtube_video pReQopFfXTU · row pReQopFfXTU

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Thought Process

Listed as Robert Hood – Thought Process (Paradygm Shift) · Watch on YouTube

youtube_video qHewm1QF1Z4 · row qHewm1QF1Z4

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Magnetic Storm

Listed as The Vision, Robert Hood – Magnetic Storm (Waveform Transmission Vol. 2) · Watch on YouTube

youtube_video qTof5_mEj6Y · row qTof5_mEj6Y

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Fiber

Listed as Robert Hood – Fiber (Technatural EP) · Watch on YouTube

youtube_video q_PFRm7Ty-s · row q_PFRm7Ty-s

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Down Town

Listed as Robert Hood – Down Town (Monobox Ep) · Watch on YouTube

youtube_video rLsc56BdELc · row rLsc56BdELc

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Stereotype 1

Listed as Robert Hood – Stereotype 1 (Stereotype EP) · Watch on YouTube

youtube_video sRJaKvzO6-Y · row sRJaKvzO6-Y

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Hectic

Listed as Robert Hood – Hectic (Hectic / Amazon Dust) · Watch on YouTube

youtube_video tIlE3v0qp2o · row tIlE3v0qp2o

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The Family Watches

Listed as Robert Hood – The Family Watches (Omega) · Watch on YouTube

youtube_video u0U4OS4waSU · row u0U4OS4waSU

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The Bond We Formed (Slam Remix)

Listed as Robert Hood – The Bond We Formed (Slam Remix) (Soma500 (Slam Remixes)) · Watch on YouTube

youtube_video uNg9zd9yQNw · row uNg9zd9yQNw

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Multiple Silence

Listed as Robert Hood – Multiple Silence (Internal Empire) · Watch on YouTube

youtube_video wLlOfNCD0pc · row wLlOfNCD0pc

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Ultrasonic Room

Listed as Robert Hood – Ultrasonic Room (The Blueprint EP) · Watch on YouTube

youtube_video w_2JCdsIBEg · row w_2JCdsIBEg

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Special Heat

Listed as Robert Hood – Special Heat (Hoodmusic 1) · Watch on YouTube

youtube_video zso_cmt458A · row zso_cmt458A

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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.