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 Booty Call, Turn You Out (Spekrfreks Edit), Can't Stop (Heyson Remix)

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.

Booty Call

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

youtube_video 00cbchWz_d8 · row 00cbchWz_d8

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Turn You Out (Spekrfreks Edit)

Listed as Melleefresh, Spekrfreks – Turn You Out (Spekrfreks Edit) (Play Records Miami 2013) · Watch on YouTube

youtube_video 049nZGC2sSM · row 049nZGC2sSM

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Can't Stop (Heyson Remix)

Listed as SpekrFreks – Can't Stop (Heyson Remix) (Can't Stop (Heyson Remix)) · Watch on YouTube

youtube_video 0i-iqdvlCa4 · row 0i-iqdvlCa4

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Move

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

youtube_video 15nXZSrnO-o · row 15nXZSrnO-o

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Just Let Go

Listed as SPEKRFREKS – Just Let Go (Roaring 2020s) · Watch on YouTube

youtube_video 3nEcVx2_-Bk · row 3nEcVx2_-Bk

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Blue Rhapsody

Listed as SpekrFreks – Blue Rhapsody (Blue Rhapsody) · Watch on YouTube

youtube_video 4mT-Utnuf6I · row 4mT-Utnuf6I

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Space Queen

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

youtube_video 53X1wi8uD-E · row 53X1wi8uD-E

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Besame

Listed as Melleefresh, Spekrfreks – Besame (Valentine Beatz) · Watch on YouTube

youtube_video 6Aj1xRQFCS0 · row 6Aj1xRQFCS0

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Let's Blouse

Listed as SPEKRFREKS – Let's Blouse (Sockdollager) · Watch on YouTube

youtube_video 6kDUii0L9Ls · row 6kDUii0L9Ls

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Gypsy

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

youtube_video 7RzRewwF9OU · row 7RzRewwF9OU

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The Prophecy

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

youtube_video 7ZrrzZV4zRE · row 7ZrrzZV4zRE

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MC Funky (SpekrFreks Remix)

Listed as Damon Rush, SpekrFreks – MC Funky (SpekrFreks Remix) (MC Funky (SpekrFreks Remix)) · Watch on YouTube

youtube_video ASF_ONavBmE · row ASF_ONavBmE

LAION-DISCO-12M

Candy: SpekrFreks Remix

Listed as SpekrFreks, Melleefresh, Billy Newton-Davis – Candy: SpekrFreks Remix (Candy: SpekrFreks Remix) · Watch on YouTube

youtube_video C-uqmhfT1tM · row C-uqmhfT1tM

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Can't Stop

Listed as SPEKRFREKS – Can't Stop (Roaring 2020s) · Watch on YouTube

youtube_video CK6sF-r2KvM · row CK6sF-r2KvM

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Candy

Listed as Spekrfreks, Melleefresh, Billy Newton-Davis – Candy (Candy) · Watch on YouTube

youtube_video CT0o_9_w4CI · row CT0o_9_w4CI

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Damelo (DJ PP Remix)

Listed as Melleefresh, Spekrfreks – Damelo (DJ PP Remix) (Damelo) · Watch on YouTube

youtube_video D4JUkOW1kj8 · row D4JUkOW1kj8

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Clockin' You

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

youtube_video ETXncsDJZbY · row ETXncsDJZbY

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Candy (Per Hammar Tech House Remix)

Listed as Spekrfreks, Melleefresh, Billy Newton-Davis – Candy (Per Hammar Tech House Remix) (Candy) · Watch on YouTube

youtube_video OCtDrZn-_uE · row OCtDrZn-_uE

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Incomplete

Listed as SPEKRFREKS – Incomplete (Roaring 2020s) · Watch on YouTube

youtube_video OKTJOZmldik · row OKTJOZmldik

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Back It Up

Listed as Spekrfreks, Billy Newton-Davis – Back It Up (Back It Up) · Watch on YouTube

youtube_video Q86lXZEsSUE · row Q86lXZEsSUE

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Digital Sex Kitten

Listed as Melleefresh, Spekrfreks – Digital Sex Kitten (Bakers Dozen) · Watch on YouTube

youtube_video QmZZzV-8IdM · row QmZZzV-8IdM

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Mannequin Swing

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

youtube_video SMe-s3zhEMg · row SMe-s3zhEMg

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Chocolate Bunny

Listed as Spekrfreks, Melleefresh – Chocolate Bunny (Candy) · Watch on YouTube

youtube_video VJcYTtdjFzI · row VJcYTtdjFzI

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Candy (Zoltan Kontes & Jerome Robins vs Melleefresh Tech Vocal Remix)

Listed as Spekrfreks, Melleefresh, Billy Newton-Davis – Candy (Zoltan Kontes & Jerome Robins vs Melleefresh Tech Vocal Remix) (Candy) · Watch on YouTube

youtube_video WK_CMtLbcLk · row WK_CMtLbcLk

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Fortuna

Listed as SPEKRFREKS – Fortuna (Roaring 2020s) · Watch on YouTube

youtube_video ZadmP8N0Na0 · row ZadmP8N0Na0

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Playboi (Angel Alanis Remix)

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

youtube_video ZeZi6i0oT8I · row ZeZi6i0oT8I

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Yessir

Listed as SPEKRFREKS – Yessir (Roaring 2020s) · Watch on YouTube

youtube_video _0qxmw8IdeY · row _0qxmw8IdeY

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Can't Stop (Father Funk Remix)

Listed as SpekrFreks – Can't Stop (Father Funk Remix) (Can't Stop (Father Funk Remix)) · Watch on YouTube

youtube_video aa79qsJkOjA · row aa79qsJkOjA

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IDGAF

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

youtube_video acqhCUxi5VI · row acqhCUxi5VI

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Soirée

Listed as SPEKRFREKS – Soirée (Roaring 2020s) · Watch on YouTube

youtube_video aimFPOYDAvc · row aimFPOYDAvc

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Gimme (SpekrFreks Remix)

Listed as The Electric Swing Circus, SpekrFreks – Gimme (SpekrFreks Remix) (The Electric Swing Circus - Remixed Vol. 1) · Watch on YouTube

youtube_video bu38nNx13y4 · row bu38nNx13y4

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Move On

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

youtube_video bzG3gv5_UbI · row bzG3gv5_UbI

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Time Machine

Listed as SpekrFreks – Time Machine (Time Machine EP) · Watch on YouTube

youtube_video ckQAHwfxWLA · row ckQAHwfxWLA

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Hyperion

Listed as Melleefresh, Spekrfreks – Hyperion (Hyperion) · Watch on YouTube

youtube_video fXoJYkpH3wQ · row fXoJYkpH3wQ

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Swing Shift

Listed as SPEKRFREKS – Swing Shift (Roaring 2020s) · Watch on YouTube

youtube_video g9fVBYtBycY · row g9fVBYtBycY

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Dance Bitch

Listed as Melleefresh, Spekrfreks – Dance Bitch (Valentine Beatz) · Watch on YouTube

youtube_video kMEanup1GPE · row kMEanup1GPE

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Together

Listed as SpekrFreks – Together (Time Machine EP) · Watch on YouTube

youtube_video p0m-r0q7aJ8 · row p0m-r0q7aJ8

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Wet

Listed as Melleefresh, Spekrfreks – Wet (Valentine Beatz) · Watch on YouTube

youtube_video pnhdTESEpLM · row pnhdTESEpLM

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Damelo

Listed as Melleefresh, SpekrFreks – Damelo (Ibiza Summer Splash 2010) · Watch on YouTube

youtube_video q_0-zX2eSOc · row q_0-zX2eSOc

LAION-DISCO-12M

Uh Oh

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

youtube_video qlgudYRvE8E · row qlgudYRvE8E

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Roaring 2020s

Listed as SPEKRFREKS – Roaring 2020s (Roaring 2020s) · Watch on YouTube

youtube_video sPVKFLxAw2U · row sPVKFLxAw2U

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So Confused (Radio Edit) (feat. Armstrong Jr)

Listed as SpekrFreks – So Confused (Radio Edit) (feat. Armstrong Jr) (Social Terror EP) · Watch on YouTube

youtube_video tfLyr0YAmoo · row tfLyr0YAmoo

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Wind Up Game

Listed as Melleefresh, Spekrfreks – Wind Up Game (Bakers Dozen) · Watch on YouTube

youtube_video uZZ-hhm3FBY · row uZZ-hhm3FBY

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Swingbot

Listed as SpekrFreks – Swingbot (Nuttin' But A G-Swing) · Watch on YouTube

youtube_video utNWUsMDG08 · row utNWUsMDG08

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Damelo (Darth & Vader Remix)

Listed as Melleefresh, Spekrfreks – Damelo (Darth & Vader Remix) (Damelo) · Watch on YouTube

youtube_video vrWKTHO3Ixs · row vrWKTHO3Ixs

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Vegas (Radio Edit)

Listed as SpekrFreks – Vegas (Radio Edit) (You're Invited EP) · Watch on YouTube

youtube_video xhHuWMSRTgI · row xhHuWMSRTgI

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Bee's Knees

Listed as Melleefresh, Spekrfreks – Bee's Knees (Bee's Knees) · Watch on YouTube

youtube_video xm5bwM1nAqQ · row xm5bwM1nAqQ

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Damelo (Tremourz Remix)

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

youtube_video yX9ih2060go · row yX9ih2060go

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Music's Got U (Radio Edit)

Listed as SpekrFreks featuring L10 – Music's Got U (Radio Edit) (You're Invited EP) · Watch on YouTube

youtube_video z-Fksh1vIiQ · row z-Fksh1vIiQ

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Steampunk

Listed as Melleefresh, Spekrfreks – Steampunk (Straight Up Glitch Hop! Vol. 9) · Watch on YouTube

youtube_video zmuDvtaSb1g · row zmuDvtaSb1g

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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.