YouTrained

Artist Empirical Knowledge on YouTube Music

Yes. Empirical Knowledge has 123 songs listed in a dataset used to train AI music models.

Used for training 123

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 Destined for More (feat. Kai), At It Again, Me Against Myself... (I Against I Remix)

Listed under the artist name 123 songs in LAION-DISCO-12M

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

Destined for More (feat. Kai)

Listed as Empirical Knowledge – Destined for More (feat. Kai) (Underground Wonderland) · Watch on YouTube

youtube_video 008r-1Sru_Q · row 008r-1Sru_Q

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At It Again

Listed as Empirical Knowledge – At It Again (The 3K Album) · Watch on YouTube

youtube_video 0sWHBbHCMlA · row 0sWHBbHCMlA

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Me Against Myself... (I Against I Remix)

Listed as Empirical Knowledge – Me Against Myself... (I Against I Remix) (The 3K Album) · Watch on YouTube

youtube_video 0tK2DMY9LHs · row 0tK2DMY9LHs

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Chapter THREE... (Freestyle)

Listed as Empirical Knowledge – Chapter THREE... (Freestyle) (Chapters Of My Mind...) · Watch on YouTube

youtube_video 26M3SqC7JCE · row 26M3SqC7JCE

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miss Me..

Listed as Empirical Knowledge – miss Me.. (miss Me..) · Watch on YouTube

youtube_video 2Q8DOGb3O5k · row 2Q8DOGb3O5k

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Symphonical Knowledge

Listed as Empirical Knowledge – Symphonical Knowledge (The Knowledge Trilogy) · Watch on YouTube

youtube_video 3d6OFjgB19Q · row 3d6OFjgB19Q

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I Need Some Sleep, Pt. 1

Listed as Empirical Knowledge – I Need Some Sleep, Pt. 1 (I Need Some Sleep, Pt. 1) · Watch on YouTube

youtube_video 4fhqV2j88Kw · row 4fhqV2j88Kw

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Anything

Listed as Empirical Knowledge – Anything (Anything) · Watch on YouTube

youtube_video 5TxEt5HvBU8 · row 5TxEt5HvBU8

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Complex (feat. Mordahky)

Listed as Empirical Knowledge – Complex (feat. Mordahky) (Complex) · Watch on YouTube

youtube_video 62DXE7LSHig · row 62DXE7LSHig

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My Queen

Listed as Empirical Knowledge – My Queen (Underground Wonderland) · Watch on YouTube

youtube_video 6JqqmhrBzjA · row 6JqqmhrBzjA

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Mind Flex (feat. Mordahky)

Listed as Empirical Knowledge – Mind Flex (feat. Mordahky) (E.K.) · Watch on YouTube

youtube_video 7RjDKiJq_84 · row 7RjDKiJq_84

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Run Away (feat. Kai)

Listed as Empirical Knowledge – Run Away (feat. Kai) (Underground Wonderland) · Watch on YouTube

youtube_video AbXdJijR4zE · row AbXdJijR4zE

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Toddy Thotty...

Listed as Empirical Knowledge – Toddy Thotty... (The 3K Album) · Watch on YouTube

youtube_video BDeK5ksV3eI · row BDeK5ksV3eI

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Let My Mind Talk (feat. Mordahky)

Listed as Empirical Knowledge – Let My Mind Talk (feat. Mordahky) (Underground Wonderland) · Watch on YouTube

youtube_video BaTKbY_HEPA · row BaTKbY_HEPA

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Devils Intentions

Listed as Empirical Knowledge – Devils Intentions (The 3K Album) · Watch on YouTube

youtube_video CW1x-8kTqDA · row CW1x-8kTqDA

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Who am i? (feat. Wenzal Dashington)

Listed as Empirical Knowledge – Who am i? (feat. Wenzal Dashington) (Who am i?) · Watch on YouTube

youtube_video DC0deEZ81SQ · row DC0deEZ81SQ

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Bass Drop (Freestyle)

Listed as Empirical Knowledge – Bass Drop (Freestyle) (Bass Drop (Freestyle)) · Watch on YouTube

youtube_video HfN21cnMTTw · row HfN21cnMTTw

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Dylan Lee

Listed as Empirical Knowledge – Dylan Lee (Dylan Lee) · Watch on YouTube

youtube_video J3h0ydBbFXY · row J3h0ydBbFXY

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The Bean Song

Listed as Empirical Knowledge – The Bean Song (The Bean Song) · Watch on YouTube

youtube_video LfpZ3XgDEmA · row LfpZ3XgDEmA

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Tapping...

Listed as Empirical Knowledge – Tapping... (The 3K Album) · Watch on YouTube

youtube_video MUC09YFADzY · row MUC09YFADzY

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Moving Forward (feat. Kai)

Listed as Empirical Knowledge – Moving Forward (feat. Kai) (Underground Wonderland) · Watch on YouTube

youtube_video N-Z8zHGHow4 · row N-Z8zHGHow4

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Ruthless Knowledge

Listed as Empirical Knowledge – Ruthless Knowledge (The Knowledge Trilogy) · Watch on YouTube

youtube_video NXd9O2nPv0Y · row NXd9O2nPv0Y

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Absolutely Shit

Listed as Empirical Knowledge – Absolutely Shit (Absolutely Shit) · Watch on YouTube

youtube_video O-Vx5GxFUqo · row O-Vx5GxFUqo

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47 Shot... (Freestyle)

Listed as Empirical Knowledge – 47 Shot... (Freestyle) (The 3K Album) · Watch on YouTube

youtube_video PwMBogKpolc · row PwMBogKpolc

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RAP Anonymous

Listed as Empirical Knowledge – RAP Anonymous (RAP Anonymous) · Watch on YouTube

youtube_video Pzm7gfFnx0E · row Pzm7gfFnx0E

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Pigs Fly...

Listed as Empirical Knowledge – Pigs Fly... (The 3K Album) · Watch on YouTube

youtube_video Q2RazLYvg54 · row Q2RazLYvg54

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The Devil by My Side (feat. Ky)

Listed as Empirical Knowledge – The Devil by My Side (feat. Ky) (The Devil by My Side) · Watch on YouTube

youtube_video Q2VTvqFvOtE · row Q2VTvqFvOtE

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ILLUSIONS of CONFUSION

Listed as Empirical Knowledge – ILLUSIONS of CONFUSION (ILLUSIONS of CONFUSION) · Watch on YouTube

youtube_video QAGcTeqXwBk · row QAGcTeqXwBk

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Why I Saved My Life

Listed as Empirical Knowledge – Why I Saved My Life (Why I Saved My Life) · Watch on YouTube

youtube_video RqvHaZ7iRmY · row RqvHaZ7iRmY

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Chapter ONE... (Freestyle)

Listed as Empirical Knowledge – Chapter ONE... (Freestyle) (Chapters Of My Mind...) · Watch on YouTube

youtube_video SonaIfL8oXg · row SonaIfL8oXg

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Ganja Knowledge

Listed as Empirical Knowledge – Ganja Knowledge (Ganja Knowledge) · Watch on YouTube

youtube_video T3DvygDRGFE · row T3DvygDRGFE

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Rhyme in Peace

Listed as Empirical Knowledge – Rhyme in Peace (Rhyme in Peace) · Watch on YouTube

youtube_video U6k99v8t5p8 · row U6k99v8t5p8

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Slip From Reality

Listed as Empirical Knowledge – Slip From Reality (The 3K Album) · Watch on YouTube

youtube_video UGxwXNjARDQ · row UGxwXNjARDQ

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Dont Know Why (feat. Ricky Ricc)

Listed as Empirical Knowledge – Dont Know Why (feat. Ricky Ricc) (Empirical Hip-Hop, Vol. 1) · Watch on YouTube

youtube_video UIdvwe3dY4g · row UIdvwe3dY4g

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H.B. Snap (Freestyle) (feat. H.B.)

Listed as Empirical Knowledge – H.B. Snap (Freestyle) (feat. H.B.) (The Freestyle Kid) · Watch on YouTube

youtube_video VeqtewOdxv4 · row VeqtewOdxv4

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3k4life Freestyle (Album Intro)

Listed as Empirical Knowledge – 3k4life Freestyle (Album Intro) (EK 4 Life) · Watch on YouTube

youtube_video X1YwV-EtED0 · row X1YwV-EtED0

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Bad Boy (Freestyle) (feat. H.B.)

Listed as Empirical Knowledge – Bad Boy (Freestyle) (feat. H.B.) (The Freestyle Kid) · Watch on YouTube

youtube_video Xusa0RTohrg · row Xusa0RTohrg

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I Wish I Survive

Listed as Empirical Knowledge – I Wish I Survive (Love Life) · Watch on YouTube

youtube_video _w3b0QDrKqE · row _w3b0QDrKqE

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Bugs Bunny in a Tux (feat. Feniko)

Listed as Empirical Knowledge – Bugs Bunny in a Tux (feat. Feniko) (Bugs Bunny in a Tux) · Watch on YouTube

youtube_video bCG-kPEQXIY · row bCG-kPEQXIY

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50 Cent Type Beat (Freestyle) (feat. H.B. & The Homie June)

Listed as Empirical Knowledge – 50 Cent Type Beat (Freestyle) (feat. H.B. & The Homie June) (The Freestyle Kid) · Watch on YouTube

youtube_video crKayTTbTeY · row crKayTTbTeY

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Fakerz

Listed as Empirical Knowledge – Fakerz (Fakerz) · Watch on YouTube

youtube_video d85cJJtmrW8 · row d85cJJtmrW8

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Focus

Listed as Empirical Knowledge – Focus (The 3K Album) · Watch on YouTube

youtube_video dTAWQYn0JkI · row dTAWQYn0JkI

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Second Guessing... (feat. Maydayy)

Listed as Empirical Knowledge – Second Guessing... (feat. Maydayy) (The 3K Album) · Watch on YouTube

youtube_video hTTKrx56Sfk · row hTTKrx56Sfk

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DylTippin'... (Still Tippin' Remix Freestyle) (feat. Wenzel Dashington)

Listed as Empirical Knowledge – DylTippin'... (Still Tippin' Remix Freestyle) (feat. Wenzel Dashington) (The 3K Album) · Watch on YouTube

youtube_video nKrlp-zpty8 · row nKrlp-zpty8

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Piano Key Raindrops

Listed as Empirical Knowledge – Piano Key Raindrops (Underground Wonderland) · Watch on YouTube

youtube_video pWQQkNZfIOY · row pWQQkNZfIOY

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Dear Haters, (feat. Mordahky)

Listed as Empirical Knowledge – Dear Haters, (feat. Mordahky) (Dear Haters,) · Watch on YouTube

youtube_video pZZ0l3368AY · row pZZ0l3368AY

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get FucKeD

Listed as Empirical Knowledge – get FucKeD (get FucKeD) · Watch on YouTube

youtube_video qV90ObsoUqk · row qV90ObsoUqk

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Psycho Knowledge

Listed as Empirical Knowledge – Psycho Knowledge (The Knowledge Trilogy) · Watch on YouTube

youtube_video sqJmMIFuzLE · row sqJmMIFuzLE

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I Need Some Sleep,, Pt. 2

Listed as Empirical Knowledge – I Need Some Sleep,, Pt. 2 (I Need Some Sleep,, Pt. 2) · Watch on YouTube

youtube_video x-cjI71zawE · row x-cjI71zawE

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F.L.Y.

Listed as Empirical Knowledge – F.L.Y. (F.L.Y.) · Watch on YouTube

youtube_video xhR9QHmrC24 · row xhR9QHmrC24

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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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