Yes. Total Science has 162 songs listed in a dataset used to train AI music models.

Used for training 162

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 Murder Tonight, Screwball (2017 Re-Mastered), Notes of Blue

Listed under the artist name 162 songs in LAION-DISCO-12M

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

Murder Tonight

Listed as Kyo, Total Science – Murder Tonight (Who Decides) · Watch on YouTube

youtube_video 3JD0tmN5wDw · row 3JD0tmN5wDw

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Screwball (2017 Re-Mastered)

Listed as Total Science – Screwball (2017 Re-Mastered) (MDZ.02 (2017 Re-Mastered)) · Watch on YouTube

youtube_video 3bnGUpPdlMA · row 3bnGUpPdlMA

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Notes of Blue

Listed as Total Science – Notes of Blue (Notes of Blue EP) · Watch on YouTube

youtube_video 42YKZ6vVbIw · row 42YKZ6vVbIw

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Cold Blood (feat. Riya)

Listed as Total Science – Cold Blood (feat. Riya) (Total Science Presents Tuned In 2) · Watch on YouTube

youtube_video 5b68zSRIZNQ · row 5b68zSRIZNQ

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Skool Dayz

Listed as Total Science – Skool Dayz (Advance) · Watch on YouTube

youtube_video 6ZXREps6Cic · row 6ZXREps6Cic

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Fallen Angel

Listed as Total Science – Fallen Angel (Fallen Angel / Not Again) · Watch on YouTube

youtube_video 6tMguEhkz0Q · row 6tMguEhkz0Q

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Zanzibar

Listed as Total Science – Zanzibar (Zanzibar / Exocet) · Watch on YouTube

youtube_video 8IZ5Ff6M7C8 · row 8IZ5Ff6M7C8

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S.O.S.

Listed as Total Science – S.O.S. (Salvation) · Watch on YouTube

youtube_video 8u9m184iPP0 · row 8u9m184iPP0

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Redlines (Break Remix) (feat. Riya)

Listed as Total Science, Riya – Redlines (Break Remix) (feat. Riya) (Redlines / Scaremonger) · Watch on YouTube

youtube_video 97DBdsNK_T4 · row 97DBdsNK_T4

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Shelter

Listed as Total Science – Shelter (Another Time) · Watch on YouTube

youtube_video AcgpcpJpKW0 · row AcgpcpJpKW0

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Expand

Listed as Total Science – Expand (Wasting Time / Expand) · Watch on YouTube

youtube_video BM9m2Z0G-m8 · row BM9m2Z0G-m8

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Going in Circles (Break Remix)

Listed as Total Science – Going in Circles (Break Remix) (Going in Circles (Break Remix) / Whoonga) · Watch on YouTube

youtube_video F4eLK1QKwkc · row F4eLK1QKwkc

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False Alarm (Villem Remix)

Listed as Total Science, Quadrant, Iris – False Alarm (Villem Remix) (Classified V3) · Watch on YouTube

youtube_video FFrxUvxI23I · row FFrxUvxI23I

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Tight Fit

Listed as Total Science – Tight Fit (MDZ03: No Smoke Without Fire) · Watch on YouTube

youtube_video HLUTOeReLd8 · row HLUTOeReLd8

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Pushin Your Luck

Listed as Total Science, Quadrant, Iris – Pushin Your Luck (Pushin Your Luck / Obsolete (VIP)) · Watch on YouTube

youtube_video JSeYhA-6kxM · row JSeYhA-6kxM

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Murder Ting

Listed as Total Science – Murder Ting (Drum and Bass / The Collection) · Watch on YouTube

youtube_video JjdCDpHwY6E · row JjdCDpHwY6E

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Soul Patrol (Total Science & Bungle Sunny Side Up Mix) (feat. MC Conrad)

Listed as Total Science – Soul Patrol (Total Science & Bungle Sunny Side Up Mix) (feat. MC Conrad) (Soul Patrol Remixes) · Watch on YouTube

youtube_video KFAIHLOI_Tg · row KFAIHLOI_Tg

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Squash (Fresh BC Remix)

Listed as Total Science – Squash (Fresh BC Remix) (Squash (Remixes)) · Watch on YouTube

youtube_video KMNgxWGr8x4 · row KMNgxWGr8x4

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Hammerhead

Listed as Total Science – Hammerhead (Baby Oil / Hammerhead) · Watch on YouTube

youtube_video Kb1fcboFPKQ · row Kb1fcboFPKQ

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Nine Numbers

Listed as Total Science – Nine Numbers (Advance) · Watch on YouTube

youtube_video M3y9Bil-nSQ · row M3y9Bil-nSQ

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Kingpin (Future Kut Remix)

Listed as Total Science – Kingpin (Future Kut Remix) (Total Science Presents Tuned In) · Watch on YouTube

youtube_video N-kZNHf6UWI · row N-kZNHf6UWI

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Rated X

Listed as Total Science – Rated X (Rated X EP) · Watch on YouTube

youtube_video OWU4XoZr-Bg · row OWU4XoZr-Bg

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Rotation (Spirit Remix)

Listed as Total Science – Rotation (Spirit Remix) (Total Science: Audio Works 01) · Watch on YouTube

youtube_video Ob8iIZbKI7E · row Ob8iIZbKI7E

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Nine Numbers (Phantom Audio Remix)

Listed as Total Science – Nine Numbers (Phantom Audio Remix) (Make Me Feel EP) · Watch on YouTube

youtube_video Q3yaM0aWTHM · row Q3yaM0aWTHM

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Algebra (Instrumental 12" Mix)

Listed as Total Science – Algebra (Instrumental 12" Mix) (Progression Sessions 2 (Original 12" Version)) · Watch on YouTube

youtube_video Q_a0b4NsLOs · row Q_a0b4NsLOs

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Wasting Time

Listed as Total Science – Wasting Time (Wasting Time / Expand) · Watch on YouTube

youtube_video RVtvFU5W038 · row RVtvFU5W038

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All Massive

Listed as Total Science – All Massive (Notes of Blue EP) · Watch on YouTube

youtube_video UmSJSjzLdPs · row UmSJSjzLdPs

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Badger Eyes

Listed as Total Science – Badger Eyes (Weapons Of Mass Creation 2) · Watch on YouTube

youtube_video YbvtDF625T0 · row YbvtDF625T0

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Pop Psychology

Listed as Total Science – Pop Psychology (Pop Psychology EP) · Watch on YouTube

youtube_video aE1FFy7MVak · row aE1FFy7MVak

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No 1 Sound (Ebony Dubsters Remix)

Listed as Total Science – No 1 Sound (Ebony Dubsters Remix) (Good Game) · Watch on YouTube

youtube_video b0uqnXY8I7s · row b0uqnXY8I7s

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Gravy Girls

Listed as Total Science – Gravy Girls (Total Science: Audio Works 06) · Watch on YouTube

youtube_video dkVjtZTerD0 · row dkVjtZTerD0

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Freak Me

Listed as Total Science – Freak Me (Total Science: Audio Works 01) · Watch on YouTube

youtube_video dshNDJM-BAs · row dshNDJM-BAs

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Ice Cubes (2021 Remaster)

Listed as Total Science – Ice Cubes (2021 Remaster) (Ice Cubes / Red Carpet (2021 Remasters)) · Watch on YouTube

youtube_video euli0XNq1SI · row euli0XNq1SI

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Devil's Gate

Listed as Total Science, Script – Devil's Gate (Classified 4) · Watch on YouTube

youtube_video fLS1Dx-KgYU · row fLS1Dx-KgYU

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Time is the Fire (Total Science Remix)

Listed as Defcon One, Total Science – Time is the Fire (Total Science Remix) (Pieces Sampler Part 2) · Watch on YouTube

youtube_video fkG0f9qCM5o · row fkG0f9qCM5o

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Reality Check

Listed as Total Science, Jubei – Reality Check (Reality Check / Redemption) · Watch on YouTube

youtube_video gRtsfTfQFNw · row gRtsfTfQFNw

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Rumble

Listed as Total Science, Digital, Spirit – Rumble (C.I.A v Phantom Audio Vol 1) · Watch on YouTube

youtube_video h3Tq6g-huAk · row h3Tq6g-huAk

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Street Level

Listed as Total Science – Street Level (Street Level) · Watch on YouTube

youtube_video hLJkNNZhlsA · row hLJkNNZhlsA

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Rathbone Strikes Again

Listed as Total Science, Mako – Rathbone Strikes Again (Sub Collective Volume 1 EP) · Watch on YouTube

youtube_video ko57migm-YQ · row ko57migm-YQ

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Walk the Same Lines (feat. Riya)

Listed as Total Science – Walk the Same Lines (feat. Riya) (Classified V1) · Watch on YouTube

youtube_video l3MhlDxIYgA · row l3MhlDxIYgA

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Jet Set (Cyantific Remix)

Listed as Total Science – Jet Set (Cyantific Remix) (Trouble (Marky & Bungle Remix) / Jet Set (Cyantific Remix)) · Watch on YouTube

youtube_video mtrdLYzCbpQ · row mtrdLYzCbpQ

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Hot Tub

Listed as Total Science – Hot Tub (Total Science: Audio Works 03) · Watch on YouTube

youtube_video p8jF_fQijZI · row p8jF_fQijZI

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Soul for Sale

Listed as Total Science – Soul for Sale (Notes of Blue EP) · Watch on YouTube

youtube_video pwU3p2GMG4w · row pwU3p2GMG4w

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So Addicted (feat. Grimm)

Listed as Total Science – So Addicted (feat. Grimm) (So Addicted) · Watch on YouTube

youtube_video qYuWalLFtyA · row qYuWalLFtyA

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Squash (Gridlock Remix)

Listed as Total Science – Squash (Gridlock Remix) (Mars Needs.... Total Science LP Sampler) · Watch on YouTube

youtube_video qeZuTJ_hIZI · row qeZuTJ_hIZI

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Rainbow Kiss

Listed as Total Science – Rainbow Kiss (Pop Psychology EP) · Watch on YouTube

youtube_video rl6HFzfnKkk · row rl6HFzfnKkk

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Smashed

Listed as Total Science – Smashed (Advance) · Watch on YouTube

youtube_video tFwWdBSmISo · row tFwWdBSmISo

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True North

Listed as FD, Total Science – True North (First Sound EP) · Watch on YouTube

youtube_video tuWQ5ee_VAI · row tuWQ5ee_VAI

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Extra Curricular

Listed as Total Science – Extra Curricular (Total Science: Audio Works 06) · Watch on YouTube

youtube_video uGB9IOQZ7Kk · row uGB9IOQZ7Kk

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Pressure Sensitive

Listed as Total Science – Pressure Sensitive (Total Science: Audio Works 03) · Watch on YouTube

youtube_video xDcA1y4fs54 · row xDcA1y4fs54

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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.