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 Jazzy Cypher, Nelly Chow (feat. Mordahky), R.I.P. Big YAWTY (Freestyle)

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.

Jazzy Cypher

Listed as Empirical Knowledge – Jazzy Cypher (Empirical Hip-Hop, Vol. 1) · Watch on YouTube

youtube_video 0ZbJCTXvwm0 · row 0ZbJCTXvwm0

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Nelly Chow (feat. Mordahky)

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

youtube_video 0cknGz9yepM · row 0cknGz9yepM

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R.I.P. Big YAWTY (Freestyle)

Listed as Empirical Knowledge – R.I.P. Big YAWTY (Freestyle) (The Freestyle Kid) · Watch on YouTube

youtube_video 3X313u-7X78 · row 3X313u-7X78

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Last Thot (feat. Mordahky)

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

youtube_video 3ZyE4zgOW7A · row 3ZyE4zgOW7A

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Hurricane

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

youtube_video 44AKg9jGAvI · row 44AKg9jGAvI

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WhaChuSay???

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

youtube_video 5XKqCPqwm-E · row 5XKqCPqwm-E

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Have a Dream... (feat. Josepi)

Listed as Empirical Knowledge – Have a Dream... (feat. Josepi) (The 3K Album) · Watch on YouTube

youtube_video 7gIId7A0QFc · row 7gIId7A0QFc

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Rep Rep Rep

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

youtube_video 9eCw-ynIAz8 · row 9eCw-ynIAz8

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E.Kizzle Sizzle

Listed as Empirical Knowledge – E.Kizzle Sizzle (Empirical Hip-Hop, Vol. 1) · Watch on YouTube

youtube_video 9kB6xRkgMUw · row 9kB6xRkgMUw

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Get The Message (feat. Ricky Ricc)

Listed as Empirical Knowledge – Get The Message (feat. Ricky Ricc) (Empirical Hip-Hop, Vol. 1) · Watch on YouTube

youtube_video A8hV31QTnT4 · row A8hV31QTnT4

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Falling to Pieces (feat. Ky)

Listed as Empirical Knowledge – Falling to Pieces (feat. Ky) (Falling to Pieces) · Watch on YouTube

youtube_video GhgEusilGAs · row GhgEusilGAs

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Imaginary Friend... (FreestyleToddy)

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

youtube_video IpYBHmS0N1o · row IpYBHmS0N1o

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Caution

Listed as Empirical Knowledge – Caution (Empirical Hip-Hop, Vol. 1) · Watch on YouTube

youtube_video KN6j8X12Ge4 · row KN6j8X12Ge4

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Alone

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

youtube_video KfZ4zYm6G5w · row KfZ4zYm6G5w

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Rollin'... (feat. Wenzel Dashington)

Listed as Empirical Knowledge – Rollin'... (feat. Wenzel Dashington) (The 3K Album) · Watch on YouTube

youtube_video KqXrICqhwdA · row KqXrICqhwdA

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Manifest (feat. Ricky Ricc)

Listed as Empirical Knowledge – Manifest (feat. Ricky Ricc) (E.K.) · Watch on YouTube

youtube_video N4p2hNNlAdc · row N4p2hNNlAdc

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WIkiWiki Freestyle

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

youtube_video OWEove13zo4 · row OWEove13zo4

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DylRick (feat. Ricky Ricc)

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

youtube_video PwWvNQheNHo · row PwWvNQheNHo

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Borders (Freestyle) (feat. H.B.)

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

youtube_video Q6_lbGPuFd8 · row Q6_lbGPuFd8

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A Place to Hide (feat. Kai)

Listed as Empirical Knowledge – A Place to Hide (feat. Kai) (E.K.) · Watch on YouTube

youtube_video QpKmBTRD6R4 · row QpKmBTRD6R4

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Drip Drip Drip

Listed as Empirical Knowledge – Drip Drip Drip (Empirical Hip-Hop, Vol. 1) · Watch on YouTube

youtube_video RSjuYsyQRK8 · row RSjuYsyQRK8

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What I Do

Listed as Empirical Knowledge – What I Do (Empirical Hip-Hop, Vol. 1) · Watch on YouTube

youtube_video SZjkEwdSZfo · row SZjkEwdSZfo

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Chapter FOUR... (Freestyle)

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

youtube_video SchNk5i1sWw · row SchNk5i1sWw

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Make A Deal

Listed as Empirical Knowledge – Make A Deal (Make A Deal) · Watch on YouTube

youtube_video SmsTGaShkq4 · row SmsTGaShkq4

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I Got You

Listed as Empirical Knowledge – I Got You (Empirical Hip-Hop, Vol. 1) · Watch on YouTube

youtube_video SthfboePnv0 · row SthfboePnv0

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Twizzle... (feat. Wenzel Dashington)

Listed as Empirical Knowledge – Twizzle... (feat. Wenzel Dashington) (The 3K Album) · Watch on YouTube

youtube_video THJR6I7EsTQ · row THJR6I7EsTQ

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Blinded Way (Freestyle) (feat. H.B.)

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

youtube_video UcQ8dYPy9yE · row UcQ8dYPy9yE

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Chapter TWO... (Freestyle)

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

youtube_video VMxW9eywwOA · row VMxW9eywwOA

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Just Another Day (feat. Kai)

Listed as Empirical Knowledge – Just Another Day (feat. Kai) (Underground Wonderland) · Watch on YouTube

youtube_video VTVQLcdAY0w · row VTVQLcdAY0w

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Lavish Knowledge (feat. Mordahky)

Listed as Empirical Knowledge – Lavish Knowledge (feat. Mordahky) (Underground Wonderland) · Watch on YouTube

youtube_video Wy8ev-EKbTY · row Wy8ev-EKbTY

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Chapter FIVE... (Freestyle)

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

youtube_video XNQqqZ0Mt0Q · row XNQqqZ0Mt0Q

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Da Bom Bap

Listed as Empirical Knowledge – Da Bom Bap (Da Bom Bap) · Watch on YouTube

youtube_video YZPvbigwCNY · row YZPvbigwCNY

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Friend or Foe

Listed as Empirical Knowledge – Friend or Foe (Friend or Foe) · Watch on YouTube

youtube_video Z5Zs-wtVCUs · row Z5Zs-wtVCUs

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Tell the Truth (feat. Mordahky)

Listed as Empirical Knowledge – Tell the Truth (feat. Mordahky) (Underground Wonderland) · Watch on YouTube

youtube_video ZGfXNBHYqPE · row ZGfXNBHYqPE

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Dreams of Disease...

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

youtube_video Zy65aPlYUqM · row Zy65aPlYUqM

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Here We Go

Listed as Empirical Knowledge – Here We Go (Empirical Hip-Hop, Vol. 1) · Watch on YouTube

youtube_video akX5B0SqPa4 · row akX5B0SqPa4

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Bring Me Down (feat. Ricky Ricc)

Listed as Empirical Knowledge – Bring Me Down (feat. Ricky Ricc) (EK 4 Life) · Watch on YouTube

youtube_video bTNZDV8TEKA · row bTNZDV8TEKA

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I'm Different

Listed as Empirical Knowledge – I'm Different (I'm Different) · Watch on YouTube

youtube_video cjrSH_nWJOM · row cjrSH_nWJOM

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You Know How We Are (feat. Kai)

Listed as Empirical Knowledge – You Know How We Are (feat. Kai) (Underground Wonderland) · Watch on YouTube

youtube_video erBLyHxtr5o · row erBLyHxtr5o

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Where To Go From Here..

Listed as Empirical Knowledge – Where To Go From Here.. (The 3K Album) · Watch on YouTube

youtube_video fL4a-yuzmz8 · row fL4a-yuzmz8

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Check Mate (feat. Hell Boy & Anabolic Beatz)

Listed as Empirical Knowledge – Check Mate (feat. Hell Boy & Anabolic Beatz) (Check Mate) · Watch on YouTube

youtube_video gyE3pY5vm2w · row gyE3pY5vm2w

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Never Lose (feat. Ky)

Listed as Empirical Knowledge – Never Lose (feat. Ky) (EK 4 Life) · Watch on YouTube

youtube_video iZlhIfURF0w · row iZlhIfURF0w

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Genocide (feat. Annobolic Beatz)

Listed as Empirical Knowledge – Genocide (feat. Annobolic Beatz) (Genocide) · Watch on YouTube

youtube_video ju-l0pvyls4 · row ju-l0pvyls4

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No Truth is a Lie

Listed as Empirical Knowledge – No Truth is a Lie (No Truth is a Lie) · Watch on YouTube

youtube_video kOGfgNTWXU8 · row kOGfgNTWXU8

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Do or Die

Listed as Empirical Knowledge – Do or Die (Do or Die) · Watch on YouTube

youtube_video pXgurdV2Ab8 · row pXgurdV2Ab8

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EK Faded (Freestyle) (feat. H.B.)

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

youtube_video sGvabmpW_fI · row sGvabmpW_fI

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Gotta Get something OFF MY CHEST..

Listed as Empirical Knowledge – Gotta Get something OFF MY CHEST.. (Gotta Get something OFF MY CHEST..) · Watch on YouTube

youtube_video sn78JCFq9Yo · row sn78JCFq9Yo

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I Wanna Be...

Listed as Empirical Knowledge – I Wanna Be... (I Wanna Be...) · Watch on YouTube

youtube_video tAr6vqWVY5Q · row tAr6vqWVY5Q

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Get Off Me (feat. KY)

Listed as Empirical Knowledge – Get Off Me (feat. KY) (Get Off Me) · Watch on YouTube

youtube_video tO28vfaAX34 · row tO28vfaAX34

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Love Myself (feat. Kai)

Listed as Empirical Knowledge – Love Myself (feat. Kai) (E.K.) · Watch on YouTube

youtube_video ykpMTF8iG5M · row ykpMTF8iG5M

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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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