YouTrained

Artist SPEKRFREKS on YouTube Music

Yes. SPEKRFREKS has 137 songs listed in a dataset used to train AI music models.

Used for training 137

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 Neon Acrobats, Rapscallions, Get Up

Listed under the artist name 137 songs in LAION-DISCO-12M

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

Neon Acrobats

Listed as SpekrFreks – Neon Acrobats (Midnight Carnival EP) · Watch on YouTube

youtube_video 1g9F_eVqir4 · row 1g9F_eVqir4

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Rapscallions

Listed as SPEKRFREKS – Rapscallions (Sockdollager) · Watch on YouTube

youtube_video 3dXNr7ZPCok · row 3dXNr7ZPCok

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Get Up

Listed as SPEKRFREKS – Get Up (Sockdollager) · Watch on YouTube

youtube_video 5DAvCzbypkk · row 5DAvCzbypkk

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Night Owls

Listed as SpekrFreks – Night Owls (LSRBMS) · Watch on YouTube

youtube_video 6OG9A96gtQs · row 6OG9A96gtQs

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Tomorrow

Listed as SpekrFreks – Tomorrow (Houserver F) · Watch on YouTube

youtube_video 8Dc1xk_ePos · row 8Dc1xk_ePos

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The Window Song (SPEKRFREKS Remix)

Listed as Full Tilt Collective, SpekrFreks – The Window Song (SPEKRFREKS Remix) (The Window Song (SPEKRFREKS Remix)) · Watch on YouTube

youtube_video 8lHS2UvYY0Q · row 8lHS2UvYY0Q

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Greensleeves (House Mix)

Listed as SpekrFreks – Greensleeves (House Mix) (Xmaslicious At Play 2019) · Watch on YouTube

youtube_video AYtKI_poKus · row AYtKI_poKus

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Murder (Extended Mix)

Listed as Melleefresh, Spekrfreks – Murder (Extended Mix) (Murder) · Watch on YouTube

youtube_video AtNmDBsGyBQ · row AtNmDBsGyBQ

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On Fire

Listed as Melleefresh, Marcie, Spekrfreks – On Fire (On Fire) · Watch on YouTube

youtube_video CTID8J1uoDI · row CTID8J1uoDI

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Lemuria

Listed as SpekrFreks – Lemuria (Atlantis EP) · Watch on YouTube

youtube_video DnTF2kEwpMc · row DnTF2kEwpMc

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Alcyone

Listed as SpekrFreks – Alcyone (The Prophecy EP) · Watch on YouTube

youtube_video Jk-wHRYqRUY · row Jk-wHRYqRUY

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Hotsy Totsy

Listed as SpekrFreks – Hotsy Totsy (Vaudeville EP) · Watch on YouTube

youtube_video KGy1VdkSK00 · row KGy1VdkSK00

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Destiny

Listed as Melleefresh, Spekrfreks – Destiny (Bakers Dozen) · Watch on YouTube

youtube_video KQNDz0xukFM · row KQNDz0xukFM

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Particle Wave

Listed as SpekrFreks – Particle Wave (Space Magic) · Watch on YouTube

youtube_video KRnhWJsLR3A · row KRnhWJsLR3A

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Introsteam

Listed as Spekrfreks, Melleefresh – Introsteam (Steampunk: The Musical Continues) · Watch on YouTube

youtube_video LIzlEKeTKVo · row LIzlEKeTKVo

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Cross in the Dirt

Listed as SpekrFreks – Cross in the Dirt (LSRBMS) · Watch on YouTube

youtube_video LdO7t5zRpUQ · row LdO7t5zRpUQ

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Atlantis (EhRah Remix)

Listed as SpekrFreks – Atlantis (EhRah Remix) (Atlantis) · Watch on YouTube

youtube_video NE0P4C5o3eM · row NE0P4C5o3eM

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Futureworld

Listed as SpekrFreks – Futureworld (Futureworld EP) · Watch on YouTube

youtube_video QAfX38PpVZI · row QAfX38PpVZI

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Good Morning Glory 2022

Listed as Spekrfreks, Melleefresh – Good Morning Glory 2022 (Road to Swingamajig) · Watch on YouTube

youtube_video QGfCfk3HK7I · row QGfCfk3HK7I

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UFO

Listed as SpekrFreks – UFO (Space Magic) · Watch on YouTube

youtube_video RCp6bzI3-Wk · row RCp6bzI3-Wk

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Strange Anomaly

Listed as SpekrFreks – Strange Anomaly (Pilgrim) · Watch on YouTube

youtube_video Skaj8dwoUnQ · row Skaj8dwoUnQ

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Playboi

Listed as SpekrFreks feat. Natalie Kitty – Playboi (Twice As Nice 6) · Watch on YouTube

youtube_video UCOmEnr94ec · row UCOmEnr94ec

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Dr. Medicine (feat. Natalie Kitty)

Listed as SpekrFreks – Dr. Medicine (feat. Natalie Kitty) (Heart Attack EP) · Watch on YouTube

youtube_video UIuo-JIl05A · row UIuo-JIl05A

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Heart Attack (Original Vocal Mix) (feat. Natalie Kitty)

Listed as SpekrFreks – Heart Attack (Original Vocal Mix) (feat. Natalie Kitty) (Heart Attack EP) · Watch on YouTube

youtube_video UMLw08tuts0 · row UMLw08tuts0

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Sockdollager

Listed as SPEKRFREKS – Sockdollager (Sockdollager) · Watch on YouTube

youtube_video XNAPphBqZgA · row XNAPphBqZgA

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Playboi (Angel Alanis Remix) (feat. Natalie Kitty)

Listed as SpekrFreks – Playboi (Angel Alanis Remix) (feat. Natalie Kitty) (ILL techNIQUES 2) · Watch on YouTube

youtube_video ZPwBjmsSPv0 · row ZPwBjmsSPv0

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LSRBMS

Listed as SpekrFreks – LSRBMS (LSRBMS) · Watch on YouTube

youtube_video _nZBDuAolVw · row _nZBDuAolVw

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All Night Long (Michael Russell Club Mix) (feat. Natalie Kitty)

Listed as SpekrFreks – All Night Long (Michael Russell Club Mix) (feat. Natalie Kitty) (All Night Long) · Watch on YouTube

youtube_video a-MgX9_hunc · row a-MgX9_hunc

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All Night Long (Rachel Ellektra vs Dom Bacon Remix) (feat. Natalie Kitty)

Listed as SpekrFreks – All Night Long (Rachel Ellektra vs Dom Bacon Remix) (feat. Natalie Kitty) (All Night Long) · Watch on YouTube

youtube_video a1hoRUYtII4 · row a1hoRUYtII4

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Ticking Bomb (Relentless Remix) (feat. L10)

Listed as SpekrFreks – Ticking Bomb (Relentless Remix) (feat. L10) (Ticking Bomb) · Watch on YouTube

youtube_video bcr1D97fKZc · row bcr1D97fKZc

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Midnight Carnival

Listed as SpekrFreks – Midnight Carnival (Midnight Carnival EP) · Watch on YouTube

youtube_video c9t_StZ59cQ · row c9t_StZ59cQ

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Atoms (Orignal Mix)

Listed as Spekrfreks – Atoms (Orignal Mix) (Beats on Speed) · Watch on YouTube

youtube_video dBgNZRmbM-o · row dBgNZRmbM-o

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Lovestoned

Listed as Billy Newton-Davis, Spekrfreks – Lovestoned (At Play) · Watch on YouTube

youtube_video hCHY50ZzS_0 · row hCHY50ZzS_0

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Sophist

Listed as Ex Machina, Spekrfreks – Sophist (Dystopian Dreams) · Watch on YouTube

youtube_video iwQfq9xv020 · row iwQfq9xv020

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Cydonia

Listed as Spekrfreks – Cydonia (Play At ADE 2014) · Watch on YouTube

youtube_video jHz0eyLr2Rk · row jHz0eyLr2Rk

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Cat's Pajamas

Listed as SPEKRFREKS – Cat's Pajamas (Sockdollager) · Watch on YouTube

youtube_video jrxnT5IamrA · row jrxnT5IamrA

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Shadow Watching

Listed as Spekrfreks – Shadow Watching (Big Floor Destroyers Vol. 3) · Watch on YouTube

youtube_video kGhJgc01tVw · row kGhJgc01tVw

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Ocean Liner 2022

Listed as Spekrfreks, Melleefresh – Ocean Liner 2022 (Road to Swingamajig) · Watch on YouTube

youtube_video kMN3mMZTfCg · row kMN3mMZTfCg

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Vaudeville

Listed as SpekrFreks – Vaudeville (Vaudeville EP) · Watch on YouTube

youtube_video lKFhp_vIbDw · row lKFhp_vIbDw

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Turntablez (SpekrFreks Golden Gate Edit)

Listed as Damon Rush, Crysta Bryan, SpekrFreks – Turntablez (SpekrFreks Golden Gate Edit) (Turntablez (SpekrFreks Golden Gate Edit)) · Watch on YouTube

youtube_video m694FNwIzyU · row m694FNwIzyU

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Danger

Listed as Spekrfreks – Danger (Play at Pride 2018) · Watch on YouTube

youtube_video muGIf1prEm0 · row muGIf1prEm0

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Playboi

Listed as SpekrFreks – Playboi (Playboi (feat. Natalie Kitty)) · Watch on YouTube

youtube_video nIrvQViNGtU · row nIrvQViNGtU

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Motherstar

Listed as SpekrFreks – Motherstar (Futureworld EP) · Watch on YouTube

youtube_video nRk9GxVeH7g · row nRk9GxVeH7g

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Drift

Listed as Melleefresh, Spekrfreks – Drift (Space Queen) · Watch on YouTube

youtube_video nunhtEN3__A · row nunhtEN3__A

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Hemispheres

Listed as SpekrFreks – Hemispheres (Futureworld EP) · Watch on YouTube

youtube_video qEt_-c1CZdA · row qEt_-c1CZdA

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Atlantis (Aaron Wayne Remix)

Listed as SpekrFreks – Atlantis (Aaron Wayne Remix) (Atlantis) · Watch on YouTube

youtube_video rdfcx-3pqRU · row rdfcx-3pqRU

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Timewave Zero

Listed as SpekrFreks – Timewave Zero (ZumoBeatz: 2012 Review) · Watch on YouTube

youtube_video tTvH8Ds9g_A · row tTvH8Ds9g_A

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Prince Jackson

Listed as SpekrFreks – Prince Jackson (Prince Jackson EP) · Watch on YouTube

youtube_video tw1daMGwPZ0 · row tw1daMGwPZ0

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Damelo (Koen Groeneveld Remix)

Listed as Melleefresh, Spekrfreks – Damelo (Koen Groeneveld Remix) (Damelo) · Watch on YouTube

youtube_video wrqp1Se5s2Y · row wrqp1Se5s2Y

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All Night Long (Diter Zafir Remix) (feat. Natalie Kitty)

Listed as SpekrFreks – All Night Long (Diter Zafir Remix) (feat. Natalie Kitty) (All Night Long) · Watch on YouTube

youtube_video xSJrjyOBJtw · row xSJrjyOBJtw

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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.

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