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 Just Can't Stop, Dilly Dally, Pet Shop Girls

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.

Just Can't Stop

Listed as Billy Newton-Davis, Spekrfreks – Just Can't Stop (At Play) · Watch on YouTube

youtube_video --EiDQNzoF0 · row --EiDQNzoF0

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Dilly Dally

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

youtube_video 1fdEDf_ILD0 · row 1fdEDf_ILD0

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Pet Shop Girls

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

youtube_video 2Jv4b1GkyKM · row 2Jv4b1GkyKM

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Tears of Blood (Halfmoon Mix)

Listed as SpekrFreks, Michelle Ericsson – Tears of Blood (Halfmoon Mix) (Tears of Blood) · Watch on YouTube

youtube_video 2haZuFi_vW0 · row 2haZuFi_vW0

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Same As It Ever Was

Listed as SPEKRFREKS – Same As It Ever Was (Roaring 2020s) · Watch on YouTube

youtube_video 3EbWbq_N6MU · row 3EbWbq_N6MU

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Zeros & Ones

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

youtube_video 4evJbGLthhY · row 4evJbGLthhY

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Level 8-2

Listed as SpekrFreks – Level 8-2 (LSRBMS) · Watch on YouTube

youtube_video 9IBRWD0GU3k · row 9IBRWD0GU3k

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Tears of Blood (Extended Mix)

Listed as SpekrFreks, Michelle Ericsson – Tears of Blood (Extended Mix) (Tears of Blood) · Watch on YouTube

youtube_video 9VTr0SEZC7Q · row 9VTr0SEZC7Q

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Atlantis (White Zoo Remix)

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

youtube_video AK-9KEKXx90 · row AK-9KEKXx90

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Taking Over

Listed as Spekrfreks – Taking Over (Taking Over / Still The One "EP") · Watch on YouTube

youtube_video C4RWCyk1wtk · row C4RWCyk1wtk

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Pilgrim

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

youtube_video EGrwwkV1WSM · row EGrwwkV1WSM

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Love

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

youtube_video EoH6PwDoEo8 · row EoH6PwDoEo8

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On the Midway

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

youtube_video G52WGcziav4 · row G52WGcziav4

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Back It Up (SPL Dub Remix)

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

youtube_video H6QFIMJFyCA · row H6QFIMJFyCA

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Starquake

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

youtube_video HOrpVGE8EPY · row HOrpVGE8EPY

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Back It Up ( Melleefresh vs Jerome Robins Velvet Fog Remix)

Listed as Billy Newton-Davis, SpekrFreks – Back It Up ( Melleefresh vs Jerome Robins Velvet Fog Remix) (Ibiza Summer Splash 2010) · Watch on YouTube

youtube_video IIRL4BqEhT4 · row IIRL4BqEhT4

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Speakesy

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

youtube_video IUU2jg89zbo · row IUU2jg89zbo

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Tears of Blood (Dub)

Listed as SpekrFreks, Michelle Ericsson – Tears of Blood (Dub) (Tears of Blood) · Watch on YouTube

youtube_video IYXHz0Wojuc · row IYXHz0Wojuc

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Always

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

youtube_video J8KvGhntW9I · row J8KvGhntW9I

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Back It Up (Zoltan Kontes & Jerome Robins House Remix)

Listed as Spekrfreks, Billy Newton-Davis – Back It Up (Zoltan Kontes & Jerome Robins House Remix) (Back It Up) · Watch on YouTube

youtube_video LEQHLqbN_MY · row LEQHLqbN_MY

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Cherry Pop

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

youtube_video PC-A7akaui8 · row PC-A7akaui8

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You're Invited (Radio Edit)

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

youtube_video PKnWV_jGsH4 · row PKnWV_jGsH4

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All Night Long (feat. Natalie Kitty)

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

youtube_video TRuc6ipHbcE · row TRuc6ipHbcE

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Not Quite of the Times 2022

Listed as Spekrfreks, Melleefresh – Not Quite of the Times 2022 (Road to Swingamajig) · Watch on YouTube

youtube_video XWOcY3bLekA · row XWOcY3bLekA

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Highest High

Listed as Spekrfreks – Highest High (Sense & Overkill EP) · Watch on YouTube

youtube_video aoA0ijynTcc · row aoA0ijynTcc

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Hypnotize Me

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

youtube_video boonxgUk6rw · row boonxgUk6rw

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Cinema

Listed as SpekrFreks – Cinema (Pilgrim) · Watch on YouTube

youtube_video d5CHtZfv5Gw · row d5CHtZfv5Gw

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Back It Up (Jerome Robins Shaker Heights Remix)

Listed as Spekrfreks, Billy Newton-Davis – Back It Up (Jerome Robins Shaker Heights Remix) (Back It Up) · Watch on YouTube

youtube_video e38x6e6820Y · row e38x6e6820Y

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Juke Joint

Listed as SpekrFreks – Juke Joint (Glitch & Funk Vol. 1) · Watch on YouTube

youtube_video fXETLSG5_lo · row fXETLSG5_lo

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Fallen

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

youtube_video fZFBr1wxFzI · row fZFBr1wxFzI

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Technique

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

youtube_video jkehqMHvohg · row jkehqMHvohg

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John Dee

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

youtube_video oYF6EPBql4E · row oYF6EPBql4E

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

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

youtube_video pxGH9jfNk6Y · row pxGH9jfNk6Y

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Back It Up (SPL Vocal Remix)

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

youtube_video qfiQZiWM5vs · row qfiQZiWM5vs

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Somebody

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

youtube_video yqPf0nn-G7A · row yqPf0nn-G7A

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Sense & Overkill

Listed as SpekrFreks – Sense & Overkill (Sense & Overkill EP) · Watch on YouTube

youtube_video zE9wGOSRGYs · row zE9wGOSRGYs

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Social Terror (Radio Edit) (feat. Armstrong Jr)

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

youtube_video zu7QwJxeD7k · row zu7QwJxeD7k

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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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