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
Artist SPEKRFREKS on YouTube Music
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
Matched exactly: this YouTube Music artist id is the one the dataset lists these songs under.
Listed as SpekrFreks – Neon Acrobats (Midnight Carnival EP) · Watch on YouTube
youtube_video 1g9F_eVqir4 · row 1g9F_eVqir4
LAION-DISCO-12M
Listed as SPEKRFREKS – Rapscallions (Sockdollager) · Watch on YouTube
youtube_video 3dXNr7ZPCok · row 3dXNr7ZPCok
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Listed as SPEKRFREKS – Get Up (Sockdollager) · Watch on YouTube
youtube_video 5DAvCzbypkk · row 5DAvCzbypkk
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Listed as SpekrFreks – Night Owls (LSRBMS) · Watch on YouTube
youtube_video 6OG9A96gtQs · row 6OG9A96gtQs
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Listed as SpekrFreks – Tomorrow (Houserver F) · Watch on YouTube
youtube_video 8Dc1xk_ePos · row 8Dc1xk_ePos
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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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Listed as SpekrFreks – Greensleeves (House Mix) (Xmaslicious At Play 2019) · Watch on YouTube
youtube_video AYtKI_poKus · row AYtKI_poKus
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Listed as Melleefresh, Spekrfreks – Murder (Extended Mix) (Murder) · Watch on YouTube
youtube_video AtNmDBsGyBQ · row AtNmDBsGyBQ
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Listed as Melleefresh, Marcie, Spekrfreks – On Fire (On Fire) · Watch on YouTube
youtube_video CTID8J1uoDI · row CTID8J1uoDI
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Listed as SpekrFreks – Lemuria (Atlantis EP) · Watch on YouTube
youtube_video DnTF2kEwpMc · row DnTF2kEwpMc
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Listed as SpekrFreks – Alcyone (The Prophecy EP) · Watch on YouTube
youtube_video Jk-wHRYqRUY · row Jk-wHRYqRUY
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Listed as SpekrFreks – Hotsy Totsy (Vaudeville EP) · Watch on YouTube
youtube_video KGy1VdkSK00 · row KGy1VdkSK00
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Listed as Melleefresh, Spekrfreks – Destiny (Bakers Dozen) · Watch on YouTube
youtube_video KQNDz0xukFM · row KQNDz0xukFM
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Listed as SpekrFreks – Particle Wave (Space Magic) · Watch on YouTube
youtube_video KRnhWJsLR3A · row KRnhWJsLR3A
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Listed as Spekrfreks, Melleefresh – Introsteam (Steampunk: The Musical Continues) · Watch on YouTube
youtube_video LIzlEKeTKVo · row LIzlEKeTKVo
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Listed as SpekrFreks – Cross in the Dirt (LSRBMS) · Watch on YouTube
youtube_video LdO7t5zRpUQ · row LdO7t5zRpUQ
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Listed as SpekrFreks – Atlantis (EhRah Remix) (Atlantis) · Watch on YouTube
youtube_video NE0P4C5o3eM · row NE0P4C5o3eM
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Listed as SpekrFreks – Futureworld (Futureworld EP) · Watch on YouTube
youtube_video QAfX38PpVZI · row QAfX38PpVZI
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Listed as Spekrfreks, Melleefresh – Good Morning Glory 2022 (Road to Swingamajig) · Watch on YouTube
youtube_video QGfCfk3HK7I · row QGfCfk3HK7I
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Listed as SpekrFreks – UFO (Space Magic) · Watch on YouTube
youtube_video RCp6bzI3-Wk · row RCp6bzI3-Wk
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Listed as SpekrFreks – Strange Anomaly (Pilgrim) · Watch on YouTube
youtube_video Skaj8dwoUnQ · row Skaj8dwoUnQ
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Listed as SpekrFreks feat. Natalie Kitty – Playboi (Twice As Nice 6) · Watch on YouTube
youtube_video UCOmEnr94ec · row UCOmEnr94ec
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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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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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Listed as SPEKRFREKS – Sockdollager (Sockdollager) · Watch on YouTube
youtube_video XNAPphBqZgA · row XNAPphBqZgA
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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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Listed as SpekrFreks – LSRBMS (LSRBMS) · Watch on YouTube
youtube_video _nZBDuAolVw · row _nZBDuAolVw
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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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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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Listed as SpekrFreks – Ticking Bomb (Relentless Remix) (feat. L10) (Ticking Bomb) · Watch on YouTube
youtube_video bcr1D97fKZc · row bcr1D97fKZc
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Listed as SpekrFreks – Midnight Carnival (Midnight Carnival EP) · Watch on YouTube
youtube_video c9t_StZ59cQ · row c9t_StZ59cQ
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Listed as Spekrfreks – Atoms (Orignal Mix) (Beats on Speed) · Watch on YouTube
youtube_video dBgNZRmbM-o · row dBgNZRmbM-o
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Listed as Billy Newton-Davis, Spekrfreks – Lovestoned (At Play) · Watch on YouTube
youtube_video hCHY50ZzS_0 · row hCHY50ZzS_0
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Listed as Ex Machina, Spekrfreks – Sophist (Dystopian Dreams) · Watch on YouTube
youtube_video iwQfq9xv020 · row iwQfq9xv020
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Listed as Spekrfreks – Cydonia (Play At ADE 2014) · Watch on YouTube
youtube_video jHz0eyLr2Rk · row jHz0eyLr2Rk
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Listed as SPEKRFREKS – Cat's Pajamas (Sockdollager) · Watch on YouTube
youtube_video jrxnT5IamrA · row jrxnT5IamrA
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Listed as Spekrfreks – Shadow Watching (Big Floor Destroyers Vol. 3) · Watch on YouTube
youtube_video kGhJgc01tVw · row kGhJgc01tVw
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Listed as Spekrfreks, Melleefresh – Ocean Liner 2022 (Road to Swingamajig) · Watch on YouTube
youtube_video kMN3mMZTfCg · row kMN3mMZTfCg
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Listed as SpekrFreks – Vaudeville (Vaudeville EP) · Watch on YouTube
youtube_video lKFhp_vIbDw · row lKFhp_vIbDw
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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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Listed as Spekrfreks – Danger (Play at Pride 2018) · Watch on YouTube
youtube_video muGIf1prEm0 · row muGIf1prEm0
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Listed as SpekrFreks – Playboi (Playboi (feat. Natalie Kitty)) · Watch on YouTube
youtube_video nIrvQViNGtU · row nIrvQViNGtU
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Listed as SpekrFreks – Motherstar (Futureworld EP) · Watch on YouTube
youtube_video nRk9GxVeH7g · row nRk9GxVeH7g
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Listed as Melleefresh, Spekrfreks – Drift (Space Queen) · Watch on YouTube
youtube_video nunhtEN3__A · row nunhtEN3__A
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Listed as SpekrFreks – Hemispheres (Futureworld EP) · Watch on YouTube
youtube_video qEt_-c1CZdA · row qEt_-c1CZdA
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Listed as SpekrFreks – Atlantis (Aaron Wayne Remix) (Atlantis) · Watch on YouTube
youtube_video rdfcx-3pqRU · row rdfcx-3pqRU
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Listed as SpekrFreks – Timewave Zero (ZumoBeatz: 2012 Review) · Watch on YouTube
youtube_video tTvH8Ds9g_A · row tTvH8Ds9g_A
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Listed as SpekrFreks – Prince Jackson (Prince Jackson EP) · Watch on YouTube
youtube_video tw1daMGwPZ0 · row tw1daMGwPZ0
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Listed as Melleefresh, Spekrfreks – Damelo (Koen Groeneveld Remix) (Damelo) · Watch on YouTube
youtube_video wrqp1Se5s2Y · row wrqp1Se5s2Y
LAION-DISCO-12M
Listed as SpekrFreks – All Night Long (Diter Zafir Remix) (feat. Natalie Kitty) (All Night Long) · Watch on YouTube
youtube_video xSJrjyOBJtw · row xSJrjyOBJtw
LAION-DISCO-12M
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.
3 routes. None is a guarantee.
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.