YouTrained

Artist Abstract on YouTube Music

Yes. Abstract has 148 songs listed in a dataset used to train AI music models.

Used for training 148

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 Goldmine, Crisis, Love

Listed under the artist name 148 songs in LAION-DISCO-12M

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

Goldmine

Listed as Abstract – Goldmine (Goldmine) · Watch on YouTube

youtube_video 1xLvqbNJpMg · row 1xLvqbNJpMg

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Crisis

Listed as Abstract – Crisis (Crisis) · Watch on YouTube

youtube_video 2bSKoAkTurg · row 2bSKoAkTurg

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Love

Listed as Abstract – Love (Super Human) · Watch on YouTube

youtube_video 6sKRbBrZcRM · row 6sKRbBrZcRM

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Life to Lead

Listed as Abstract – Life to Lead (Something to Write Home About) · Watch on YouTube

youtube_video 7Q1aCBF2QEs · row 7Q1aCBF2QEs

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Ragnarok

Listed as Abstract – Ragnarok (Ragnarok) · Watch on YouTube

youtube_video 86jpFt8pTfI · row 86jpFt8pTfI

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Exposed (feat. Roze)

Listed as Abstract – Exposed (feat. Roze) (Something to Write Home About) · Watch on YouTube

youtube_video 9WrXjbxf1MU · row 9WrXjbxf1MU

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Do the Math

Listed as Abstract & Cryo Music – Do the Math (Do the Math) · Watch on YouTube

youtube_video B539aCQJbzk · row B539aCQJbzk

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We Are the Artist

Listed as Abstract & Craig McAllister – We Are the Artist (We Are the Artist) · Watch on YouTube

youtube_video BsmvxD1gSYk · row BsmvxD1gSYk

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17

Listed as Abstract – 17 (Something to Write Home About) · Watch on YouTube

youtube_video DNrAu74Lmo8 · row DNrAu74Lmo8

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Inside Out

Listed as Abstract – Inside Out (Super Human) · Watch on YouTube

youtube_video Dpt1_ErJ3Jg · row Dpt1_ErJ3Jg

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I Do This (feat. Roze)

Listed as Abstract – I Do This (feat. Roze) (Something to Write Home About) · Watch on YouTube

youtube_video Dv3A-EWz3Zc · row Dv3A-EWz3Zc

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Reasons (feat. Mickey Shiloh)

Listed as Abstract – Reasons (feat. Mickey Shiloh) (Reasons (feat. Mickey Shiloh)) · Watch on YouTube

youtube_video EXO0AHbch90 · row EXO0AHbch90

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Better Things (feat. Anthony Russo)

Listed as Abstract – Better Things (feat. Anthony Russo) (Better Things) · Watch on YouTube

youtube_video K-v02BatVE4 · row K-v02BatVE4

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Capsized

Listed as Abstract – Capsized (Kintsugi) · Watch on YouTube

youtube_video LQeDBi74aHo · row LQeDBi74aHo

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Better Man

Listed as Abstract – Better Man (Super Human) · Watch on YouTube

youtube_video LVqpwF-xLUE · row LVqpwF-xLUE

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Never Gonna Die (feat. Aspen Dawn & Blulake)

Listed as Abstract – Never Gonna Die (feat. Aspen Dawn & Blulake) (Never Gonna Die) · Watch on YouTube

youtube_video LxHnJRlA5uo · row LxHnJRlA5uo

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All I Can Say

Listed as Abstract – All I Can Say (All I Can Say) · Watch on YouTube

youtube_video OHzZu_cCBFs · row OHzZu_cCBFs

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Interroga Omnia

Listed as Abstract – Interroga Omnia (Super Human) · Watch on YouTube

youtube_video QEH3uuxoBNQ · row QEH3uuxoBNQ

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22 (feat. Delaney)

Listed as Abstract – 22 (feat. Delaney) (Something to Write Home About) · Watch on YouTube

youtube_video STUJbxWBGGs · row STUJbxWBGGs

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Beautiful (feat. Mod Sun)

Listed as Abstract – Beautiful (feat. Mod Sun) (Beautiful) · Watch on YouTube

youtube_video Uz8w_V7tu5k · row Uz8w_V7tu5k

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Better Place to Live (feat. Roze)

Listed as Abstract – Better Place to Live (feat. Roze) (Better Place to Live (feat. Roze)) · Watch on YouTube

youtube_video W9w-JTyIAzM · row W9w-JTyIAzM

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Thanos

Listed as Abstract & Craig McAllister – Thanos (Thanos) · Watch on YouTube

youtube_video XUSSs3f0OZc · row XUSSs3f0OZc

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Out the Door

Listed as Abstract – Out the Door (Out the Door) · Watch on YouTube

youtube_video YMONzweP7ac · row YMONzweP7ac

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Legends Never Die

Listed as Abstract, ELLIS! – Legends Never Die (Legends Never Die) · Watch on YouTube

youtube_video ZAWvSOlOJMQ · row ZAWvSOlOJMQ

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Sun Dried

Listed as Abstract – Sun Dried (Something to Write Home About) · Watch on YouTube

youtube_video ZGA2DtRGDUQ · row ZGA2DtRGDUQ

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Nature Vs. Nurture

Listed as Abstract – Nature Vs. Nurture (Super Human) · Watch on YouTube

youtube_video ctWu6E97-RI · row ctWu6E97-RI

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Not Alone (feat. ROZE)

Listed as Abstract – Not Alone (feat. ROZE) (Not Alone) · Watch on YouTube

youtube_video de2mFuzgAvY · row de2mFuzgAvY

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Super Human

Listed as Abstract – Super Human (Super Human) · Watch on YouTube

youtube_video e1LdXzBZnLE · row e1LdXzBZnLE

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Nobody (Remix) (feat. YONAS & Roze)

Listed as Abstract – Nobody (Remix) (feat. YONAS & Roze) (Nobody (Remix) [feat. Yonas & Roze]) · Watch on YouTube

youtube_video eSOvBSmVQSM · row eSOvBSmVQSM

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You're A Fucking Bitch Hope You Know That Shit (Remix) (feat. P.MO)

Listed as Mike Squires, Atlus, Abstract – You're A Fucking Bitch Hope You Know That Shit (Remix) (feat. P.MO) (You're A Fucking Bitch Hope You Know That Shit) · Watch on YouTube

youtube_video eq7bPtWPbxo · row eq7bPtWPbxo

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LA Vibes

Listed as Abstract, Jonny Koch, Blulake – LA Vibes (LA Vibes) · Watch on YouTube

youtube_video hLdE-YDH3H4 · row hLdE-YDH3H4

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Doctor Strange

Listed as Abstract & Mltm – Doctor Strange (Doctor Strange) · Watch on YouTube

youtube_video imkYI0p6P2Y · row imkYI0p6P2Y

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revolving doors

Listed as ChrispyD, Abstract, J-Wright – revolving doors (revolving doors) · Watch on YouTube

youtube_video jJQPW2h5dic · row jJQPW2h5dic

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Half Glass

Listed as Abstract – Half Glass (AIR) · Watch on YouTube

youtube_video lDD8vmVLo6A · row lDD8vmVLo6A

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I Will (feat. Roze)

Listed as Abstract & Drumma Battalion – I Will (feat. Roze) (I Will (feat. Roze)) · Watch on YouTube

youtube_video m2utfXgZI7c · row m2utfXgZI7c

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Darkest Places (feat. Aspen Dawn & Jonny Koch)

Listed as Abstract – Darkest Places (feat. Aspen Dawn & Jonny Koch) (Super Human) · Watch on YouTube

youtube_video mOPTd6rj6wA · row mOPTd6rj6wA

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Headaches & Heartbreaks

Listed as ChrispyD, Abstract – Headaches & Heartbreaks (Headaches & Heartbreaks) · Watch on YouTube

youtube_video o3ry58XQlOY · row o3ry58XQlOY

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World Outside

Listed as Abstract, Hits Different – World Outside (World Outside) · Watch on YouTube

youtube_video rAUGDW2rqoM · row rAUGDW2rqoM

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Don't Change

Listed as Abstract & Craig McAllister – Don't Change (Don't Change) · Watch on YouTube

youtube_video s1jsVLsh8EI · row s1jsVLsh8EI

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11th Hour

Listed as ChrispyD, Abstract, DLZ – 11th Hour (11th Hour) · Watch on YouTube

youtube_video sGLc0j9aZIs · row sGLc0j9aZIs

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With Love Like That

Listed as Abstract – With Love Like That (With Love Like That) · Watch on YouTube

youtube_video tXi6frTzywY · row tXi6frTzywY

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Hyperventilating (feat. Ivan B)

Listed as Abstract & Yonas – Hyperventilating (feat. Ivan B) (Kintsugi) · Watch on YouTube

youtube_video uMUjeIRKRzI · row uMUjeIRKRzI

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Puppet Show (feat. Arizona Zervas)

Listed as Abstract – Puppet Show (feat. Arizona Zervas) (Puppet Show) · Watch on YouTube

youtube_video v-nqRg2Ec9c · row v-nqRg2Ec9c

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Tell 'Em

Listed as Abstract & Drumma Battalion – Tell 'Em (Tell 'Em) · Watch on YouTube

youtube_video vWpwBXlLwwM · row vWpwBXlLwwM

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A Promise (feat. ROZE)

Listed as Abstract – A Promise (feat. ROZE) (A Promise) · Watch on YouTube

youtube_video wA8fgj2ZTpM · row wA8fgj2ZTpM

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Built It up (feat. Jackson Breit)

Listed as Abstract & Drumma Battalion – Built It up (feat. Jackson Breit) (Built It up (feat. Jackson Breit)) · Watch on YouTube

youtube_video wEOiwZr8GKQ · row wEOiwZr8GKQ

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I'm Done

Listed as Abstract – I'm Done (I'm Done) · Watch on YouTube

youtube_video wPgv_-ZkthE · row wPgv_-ZkthE

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Freedom

Listed as Abstract – Freedom (Something to Write Home About) · Watch on YouTube

youtube_video x6JEHHqjUck · row x6JEHHqjUck

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Falling

Listed as Abstract – Falling (Falling) · Watch on YouTube

youtube_video xsR1O9pLGV0 · row xsR1O9pLGV0

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I Don't Give Up (feat. RoZe)

Listed as Abstract – I Don't Give Up (feat. RoZe) (Kintsugi) · Watch on YouTube

youtube_video xzsnEzwgDkA · row xzsnEzwgDkA

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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?