YouTrained

Artist Autograf on YouTube Music

Yes. Autograf 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 Metaphysical (Teenage Mutants Remix), Metaphysical (Ambassadeurs Remix), Test the Waters (Jamie Myerson Remix) (feat. WYNNE & Jamie Myerson)

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.

Metaphysical (Teenage Mutants Remix)

Listed as Autograf – Metaphysical (Teenage Mutants Remix) (Metaphysical Remixes) · Watch on YouTube

youtube_video -nWi5j0CkSk · row -nWi5j0CkSk

LAION-DISCO-12M

Metaphysical (Ambassadeurs Remix)

Listed as Autograf – Metaphysical (Ambassadeurs Remix) (Metaphysical Remixes Pt. 2) · Watch on YouTube

youtube_video 6zBzmwOb2TY · row 6zBzmwOb2TY

LAION-DISCO-12M

Test the Waters (Jamie Myerson Remix) (feat. WYNNE & Jamie Myerson)

Listed as Autograf – Test the Waters (Jamie Myerson Remix) (feat. WYNNE & Jamie Myerson) (Love & Retrograde (Remixes, Vol. 1)) · Watch on YouTube

youtube_video B0WrlRt9VJ0 · row B0WrlRt9VJ0

LAION-DISCO-12M

Waiting (Hyper Chill Mix)

Listed as Autograf, Scorsi – Waiting (Hyper Chill Mix) (Waiting (Hyper Chill Mix)) · Watch on YouTube

youtube_video H9tK7qU18Yo · row H9tK7qU18Yo

LAION-DISCO-12M

Dead Soon (Kilian & Jo Remix) (feat. Lils & Bonsai Mammal)

Listed as Autograf – Dead Soon (Kilian & Jo Remix) (feat. Lils & Bonsai Mammal) (Gravity / Dead Soon (Remixes)) · Watch on YouTube

youtube_video KjCHbN4JjfM · row KjCHbN4JjfM

LAION-DISCO-12M

Dead Soon (Pontifexx Remix) (feat. Lils & Bonsai Mammal)

Listed as Autograf – Dead Soon (Pontifexx Remix) (feat. Lils & Bonsai Mammal) (Gravity / Dead Soon (Remixes)) · Watch on YouTube

youtube_video KmwA71Wwb4I · row KmwA71Wwb4I

LAION-DISCO-12M

Waiting (ARNXT015)

Listed as Autograf, Scorsi – Waiting (ARNXT015) (Armada Next - Episode 15) · Watch on YouTube

youtube_video Lp5VuR0kdng · row Lp5VuR0kdng

LAION-DISCO-12M

Metaphysical (Exmag Remix)

Listed as Autograf – Metaphysical (Exmag Remix) (Metaphysical Remixes Pt. 2) · Watch on YouTube

youtube_video Mk6D73t881A · row Mk6D73t881A

LAION-DISCO-12M

Dead Soon (Golf Clap Remix) (feat. Lils & Bonsai Mammal)

Listed as Autograf – Dead Soon (Golf Clap Remix) (feat. Lils & Bonsai Mammal) (Dead Soon (Remixes)) · Watch on YouTube

youtube_video R10mYUABRZo · row R10mYUABRZo

LAION-DISCO-12M

Test the Waters (QRTR Remix) (feat. WYNNE & QRTR)

Listed as Autograf – Test the Waters (QRTR Remix) (feat. WYNNE & QRTR) (Love & Retrograde (Remixes, Vol. 2)) · Watch on YouTube

youtube_video RVuzLeeRheQ · row RVuzLeeRheQ

LAION-DISCO-12M

Revolves Around You

Listed as Autograf, Blonde Maze – Revolves Around You (Affirmations) · Watch on YouTube

youtube_video SRI5MMDeaYA · row SRI5MMDeaYA

LAION-DISCO-12M

Dead Soon (Birthdayy Partyy Remix) (feat. Lils & Bonsai Mammal)

Listed as Autograf – Dead Soon (Birthdayy Partyy Remix) (feat. Lils & Bonsai Mammal) (Dead Soon (Remixes)) · Watch on YouTube

youtube_video UOt6XWKWzjM · row UOt6XWKWzjM

LAION-DISCO-12M

Hold Me Back (Align Remix) (feat. John Splithoff & Align)

Listed as Autograf – Hold Me Back (Align Remix) (feat. John Splithoff & Align) (Love & Retrograde (Remixes, Vol. 2)) · Watch on YouTube

youtube_video VMYrGgmLvSA · row VMYrGgmLvSA

LAION-DISCO-12M

Heartbeat (GRMM Remix)

Listed as Autograf – Heartbeat (GRMM Remix) (Heartbeat Remixes) · Watch on YouTube

youtube_video ZVvCdODtP3o · row ZVvCdODtP3o

LAION-DISCO-12M

Metaphysical (Eau Claire Remix)

Listed as Autograf – Metaphysical (Eau Claire Remix) (Metaphysical Remixes Pt. 2) · Watch on YouTube

youtube_video _s1NbJ2gCOA · row _s1NbJ2gCOA

LAION-DISCO-12M

Future Soup (Option4 Remix)

Listed as Autograf – Future Soup (Option4 Remix) (Future Soup Remixes) · Watch on YouTube

youtube_video e4FySvlvYxg · row e4FySvlvYxg

LAION-DISCO-12M

Hold Me Back (Jamie Myerson Remix) (feat. John Splithoff & Jamie Myerson)

Listed as Autograf – Hold Me Back (Jamie Myerson Remix) (feat. John Splithoff & Jamie Myerson) (Love & Retrograde (Remixes, Vol. 2)) · Watch on YouTube

youtube_video f6SuT4pgsIY · row f6SuT4pgsIY

LAION-DISCO-12M

Gravity (LEFTI Remix) (feat. French Horn Rebellion)

Listed as Autograf – Gravity (LEFTI Remix) (feat. French Horn Rebellion) (Gravity / Dead Soon (Remixes)) · Watch on YouTube

youtube_video iRVo4109F2M · row iRVo4109F2M

LAION-DISCO-12M

Episode (Dub Mix)

Listed as Autograf – Episode (Dub Mix) ( ) · Watch on YouTube

youtube_video om1e9DtBtmM · row om1e9DtBtmM

LAION-DISCO-12M

Hold Me Back ($mooth Criminal Remix) (feat. John Splithoff & $mooth Criminal)

Listed as Autograf – Hold Me Back ($mooth Criminal Remix) (feat. John Splithoff & $mooth Criminal) (Love & Retrograde (Remixes, Vol. 2)) · Watch on YouTube

youtube_video uORu0bVpx9I · row uORu0bVpx9I

LAION-DISCO-12M

Dream (Robotaki Remix)

Listed as Autograf – Dream (Robotaki Remix) (Dream (Remixes)) · Watch on YouTube

youtube_video uQL-0YGzLss · row uQL-0YGzLss

LAION-DISCO-12M

Nobody Knows (feat. WYNNE) [Mix Cut] (Pham Remix) (feat. WYNNE)

Listed as Autograf – Nobody Knows (feat. WYNNE) [Mix Cut] (Pham Remix) (feat. WYNNE) (Armada Chill (Mini Mix 001) - Armada Music) · Watch on YouTube

youtube_video ui2PUyLp2yY · row ui2PUyLp2yY

LAION-DISCO-12M

Walk with You (Xlamoorx Remix)

Listed as Autograf, Janelle Kroll – Walk with You (Xlamoorx Remix) (i am… remixed) · Watch on YouTube

youtube_video wfy6ufOR50Q · row wfy6ufOR50Q

LAION-DISCO-12M

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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