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 After (feat. Cross Methods), Running Late (feat. Mordahky), Blessed

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.

After (feat. Cross Methods)

Listed as Empirical Knowledge – After (feat. Cross Methods) (After) · Watch on YouTube

youtube_video 25IcmsPfDLM · row 25IcmsPfDLM

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Running Late (feat. Mordahky)

Listed as Empirical Knowledge – Running Late (feat. Mordahky) (EK 4 Life) · Watch on YouTube

youtube_video 2I4UmvkLODk · row 2I4UmvkLODk

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Blessed

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

youtube_video Ade0pyfsGUw · row Ade0pyfsGUw

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Grip the Mic (feat. Ricky Ricc)

Listed as Empirical Knowledge – Grip the Mic (feat. Ricky Ricc) (EK 4 Life) · Watch on YouTube

youtube_video CTHfq8DY0VM · row CTHfq8DY0VM

LAION-DISCO-12M

Hot Air (Freestyle) (feat. H.B.)

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

youtube_video EJzUhgmNPrE · row EJzUhgmNPrE

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The Fire Inside... (E.K. Remix)

Listed as Empirical Knowledge – The Fire Inside... (E.K. Remix) (The 3K Album) · Watch on YouTube

youtube_video EpoIFZ89L6Y · row EpoIFZ89L6Y

LAION-DISCO-12M

Same Road... (feat. Minic Audio)

Listed as Empirical Knowledge – Same Road... (feat. Minic Audio) (The 3K Album) · Watch on YouTube

youtube_video Fxa_lMRZAxE · row Fxa_lMRZAxE

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I Like the Sound (feat. Mordahky)

Listed as Empirical Knowledge – I Like the Sound (feat. Mordahky) (I Like the Sound) · Watch on YouTube

youtube_video I8tUBNw7Mbk · row I8tUBNw7Mbk

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Bad Habits (feat. Mordahky)

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

youtube_video MoDnhgjjiIY · row MoDnhgjjiIY

LAION-DISCO-12M

Watch the Paint Dry

Listed as Empirical Knowledge – Watch the Paint Dry (Watch the Paint Dry) · Watch on YouTube

youtube_video PIC6WT1QihI · row PIC6WT1QihI

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Dripology... (Version 1)

Listed as Empirical Knowledge – Dripology... (Version 1) (The 3K Album) · Watch on YouTube

youtube_video QHzghGoTh8Y · row QHzghGoTh8Y

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FLawless Gahng (feat. Ky)

Listed as Empirical Knowledge – FLawless Gahng (feat. Ky) (FLawless Gahng) · Watch on YouTube

youtube_video UKvP2A-tb-s · row UKvP2A-tb-s

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Dylan Lee 'Tokes

Listed as Empirical Knowledge – Dylan Lee 'Tokes (Empirical Hip-Hop, Vol. 1) · Watch on YouTube

youtube_video ZGoNIZ_EJeA · row ZGoNIZ_EJeA

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ILoveYou...

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

youtube_video _aP1B67jxws · row _aP1B67jxws

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Get Turnt (Best Rapper Alive Contest Entry)

Listed as Empirical Knowledge – Get Turnt (Best Rapper Alive Contest Entry) (Get Turnt (Best Rapper Alive Contest Entry)) · Watch on YouTube

youtube_video cCpH6PPIM_U · row cCpH6PPIM_U

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Bitch Made Shade (feat. Mordahky)

Listed as Empirical Knowledge – Bitch Made Shade (feat. Mordahky) (E.K.) · Watch on YouTube

youtube_video githgr2nblI · row githgr2nblI

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How We Should (feat. Mordahky)

Listed as Empirical Knowledge – How We Should (feat. Mordahky) (Love Life) · Watch on YouTube

youtube_video imszsrB6n4A · row imszsrB6n4A

LAION-DISCO-12M

Psycho Babble (feat. Mordahky)

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

youtube_video jEzn_25HX7E · row jEzn_25HX7E

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Rabbit Flows

Listed as Empirical Knowledge – Rabbit Flows (Rabbit Flows) · Watch on YouTube

youtube_video n6TdQx_OqLc · row n6TdQx_OqLc

LAION-DISCO-12M

Skeletons... (feat. Black Pegasus)

Listed as Empirical Knowledge – Skeletons... (feat. Black Pegasus) (The 3K Album) · Watch on YouTube

youtube_video oTyE45kXf1Y · row oTyE45kXf1Y

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I'm Gonna Be

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

youtube_video p06wZNWKPts · row p06wZNWKPts

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ALONE&AFRAID... (FREESTYLE) (feat. H.B.)

Listed as Empirical Knowledge – ALONE&AFRAID... (FREESTYLE) (feat. H.B.) (ALONE&AFRAID... (FREESTYLE)) · Watch on YouTube

youtube_video pkpqT90jzqg · row pkpqT90jzqg

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Pain (feat. Ricky Ricc)

Listed as Empirical Knowledge – Pain (feat. Ricky Ricc) (Love Life) · Watch on YouTube

youtube_video t8CeImmqR_Y · row t8CeImmqR_Y

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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.

Is this you?