YouTrained

Artist Abstract Truth on YouTube Music

Yes. Abstract Truth has 138 songs listed in a dataset used to train AI music models.

Used for training 138

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 Forever, Restless, Hold Me

Listed under the artist name 138 songs in LAION-DISCO-12M

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

Forever

Listed as Abstract Truth – Forever (My Hometown) · Watch on YouTube

youtube_video -8Ia_20d8PU · row -8Ia_20d8PU

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Restless

Listed as John Vanore, Abstract Truth – Restless (Contagious Words) · Watch on YouTube

youtube_video -EoZhGUI9rA · row -EoZhGUI9rA

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Hold Me

Listed as Abstract Truth, G Lawrence – Hold Me (Shadows from the Sun) · Watch on YouTube

youtube_video -iFYH5yPW7A · row -iFYH5yPW7A

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Dream Dancing

Listed as John Vanore, Abstract Truth – Dream Dancing (Curiosity) · Watch on YouTube

youtube_video 0mRJfVX0Hgs · row 0mRJfVX0Hgs

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Never Ending Story

Listed as Abstract Truth, G Lawrence – Never Ending Story (Seawind) · Watch on YouTube

youtube_video 1Jy0le5Z4Z0 · row 1Jy0le5Z4Z0

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Thank You

Listed as Abstract Truth, G Lawrence – Thank You (Thank You) · Watch on YouTube

youtube_video 1bZXG1S6Ims · row 1bZXG1S6Ims

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I'll See You Again

Listed as Abstract Truth, G Lawrence – I'll See You Again (Shadows from the Sun) · Watch on YouTube

youtube_video 1eL-cxpyGAc · row 1eL-cxpyGAc

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Stiletto Dancer

Listed as Abstract Truth, G Lawrence – Stiletto Dancer (Tell Me a Secret) · Watch on YouTube

youtube_video 20zbPE-wzMA · row 20zbPE-wzMA

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Two

Listed as Abstract Truth – Two (Silver Trees & Totum) · Watch on YouTube

youtube_video 4V3owxrRWTU · row 4V3owxrRWTU

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The Groove Hop

Listed as Abstract Truth, G Lawrence – The Groove Hop (My Hometown) · Watch on YouTube

youtube_video 6889pgEL8Fc · row 6889pgEL8Fc

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Scarborough Fair

Listed as Abstract Truth – Scarborough Fair (Silver Trees & Totum) · Watch on YouTube

youtube_video 7xtVs799_U0 · row 7xtVs799_U0

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Enjoy Your Life (Set Your Rhythm Free)

Listed as Abstract Truth – Enjoy Your Life (Set Your Rhythm Free) (Enjoy Your Life (Set Your Rhythm Free)) · Watch on YouTube

youtube_video 8NPbfF4wGEc · row 8NPbfF4wGEc

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Lullaby

Listed as Abstract Truth – Lullaby (The Road Less Traveled) · Watch on YouTube

youtube_video 9tdhTzIBHg8 · row 9tdhTzIBHg8

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A Father's Love

Listed as Abstract Truth, G. Lawrence – A Father's Love (Best of Friends) · Watch on YouTube

youtube_video EHAOk1gQrDI · row EHAOk1gQrDI

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The Road less Traveled

Listed as Abstract Truth – The Road less Traveled (The Road Less Traveled) · Watch on YouTube

youtube_video Enpwcj_k-d4 · row Enpwcj_k-d4

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Curiosity

Listed as John Vanore, Abstract Truth – Curiosity (Curiosity) · Watch on YouTube

youtube_video FPAYD5GqR3s · row FPAYD5GqR3s

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A New Beginning

Listed as Abstract Truth, G Lawrence – A New Beginning (Seawind) · Watch on YouTube

youtube_video G9wbK9UDCz4 · row G9wbK9UDCz4

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Slipping Through My Fingers

Listed as Abstract Truth, G Lawrence – Slipping Through My Fingers (One Two Punch) · Watch on YouTube

youtube_video Geq3BRq8apA · row Geq3BRq8apA

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Back Street Barbecue

Listed as Abstract Truth, G Lawrence – Back Street Barbecue (One Two Punch) · Watch on YouTube

youtube_video GmvMb04O6KY · row GmvMb04O6KY

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Badass

Listed as Abstract Truth, G Lawrence – Badass (One Two Punch) · Watch on YouTube

youtube_video H_lHbouCjUQ · row H_lHbouCjUQ

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Rude

Listed as John Vanore, Abstract Truth – Rude (Curiosity) · Watch on YouTube

youtube_video IZJTk00pXB8 · row IZJTk00pXB8

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Like Water (Drip-Hop Mix)

Listed as Abstract Truth – Like Water (Drip-Hop Mix) (Get Another Plan EP) · Watch on YouTube

youtube_video JdxL77rwJw8 · row JdxL77rwJw8

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On This Day (feat. Tasha Underwood & Paul Black)

Listed as Abstract Truth – On This Day (feat. Tasha Underwood & Paul Black) (My Hometown) · Watch on YouTube

youtube_video JlxW_w9-EIs · row JlxW_w9-EIs

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All Work No Play

Listed as Abstract Truth – All Work No Play (The Road Less Traveled) · Watch on YouTube

youtube_video KS8fcnHwFFU · row KS8fcnHwFFU

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Motion Potion

Listed as John Vanore, Abstract Truth – Motion Potion (Curiosity) · Watch on YouTube

youtube_video LO7ZtCjzoOE · row LO7ZtCjzoOE

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Spring Forward

Listed as Abstract Truth – Spring Forward (Spring Forward) · Watch on YouTube

youtube_video LgAgnrwBr7s · row LgAgnrwBr7s

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We All Matter

Listed as Abstract Truth, G Lawrence – We All Matter (We All Matter) · Watch on YouTube

youtube_video NtW6RF4Qdx4 · row NtW6RF4Qdx4

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Que Linda

Listed as Abstract Truth – Que Linda (Get Another Plan EP) · Watch on YouTube

youtube_video QcBRKAfBtyA · row QcBRKAfBtyA

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Envy

Listed as John Vanore, Abstract Truth – Envy (Contagious Words) · Watch on YouTube

youtube_video R6SbAckNWJI · row R6SbAckNWJI

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I'll Be Your Smile

Listed as Abstract Truth – I'll Be Your Smile (Tell Me a Secret) · Watch on YouTube

youtube_video TPERFwE5RtY · row TPERFwE5RtY

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Skys the Limit

Listed as Abstract Truth, G Lawrence – Skys the Limit (Shadows from the Sun) · Watch on YouTube

youtube_video W3C3CA2wF9c · row W3C3CA2wF9c

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Love Never Goes out of Style

Listed as Abstract Truth, G Lawrence – Love Never Goes out of Style (Love Never Goes out of Style) · Watch on YouTube

youtube_video X5ylVlZPry8 · row X5ylVlZPry8

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A Philly Thing

Listed as Abstract Truth – A Philly Thing (A Philly Thing) · Watch on YouTube

youtube_video XFfEheyr5KM · row XFfEheyr5KM

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Dancing in the Sun

Listed as Abstract Truth, G Lawrence – Dancing in the Sun (My Hometown) · Watch on YouTube

youtube_video Y5eWMTRTe10 · row Y5eWMTRTe10

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Spend the Night...forever

Listed as Abstract Truth, G Lawrence – Spend the Night...forever (Shadows from the Sun) · Watch on YouTube

youtube_video YTgb46UhliI · row YTgb46UhliI

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Drop Top

Listed as Abstract Truth – Drop Top (Drop Top) · Watch on YouTube

youtube_video Ysocysn00z0 · row Ysocysn00z0

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Feels so Good (feat. Blvk Divmond)

Listed as Abstract Truth – Feels so Good (feat. Blvk Divmond) (Tell Me a Secret) · Watch on YouTube

youtube_video YziZIs44kSA · row YziZIs44kSA

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Parchman Farm / Moaning

Listed as Abstract Truth – Parchman Farm / Moaning (Silver Trees & Totum) · Watch on YouTube

youtube_video _OqDQ5nOKQM · row _OqDQ5nOKQM

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You Are so Beautiful (feat. Karl McNeil Jr)

Listed as Abstract Truth, G Lawrence – You Are so Beautiful (feat. Karl McNeil Jr) (Shadows from the Sun) · Watch on YouTube

youtube_video bl-lyUBNxFQ · row bl-lyUBNxFQ

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Honey

Listed as Abstract Truth – Honey (The Road Less Traveled) · Watch on YouTube

youtube_video cG5r0HVsdxo · row cG5r0HVsdxo

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G's Groove

Listed as Abstract Truth, G Lawrence – G's Groove (Shadows from the Sun) · Watch on YouTube

youtube_video gD8cNEsSIcw · row gD8cNEsSIcw

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Recess

Listed as John Vanore, Abstract Truth – Recess (Contagious Words) · Watch on YouTube

youtube_video hEn541z8xt0 · row hEn541z8xt0

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Return

Listed as John Vanore, Abstract Truth – Return (Curiosity) · Watch on YouTube

youtube_video kZcJy4wSjOU · row kZcJy4wSjOU

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First Day of Spring

Listed as Abstract Truth – First Day of Spring (The Road Less Traveled) · Watch on YouTube

youtube_video m4OWzUe_JMk · row m4OWzUe_JMk

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Rainy Days

Listed as Abstract Truth, G Lawrence – Rainy Days (My Hometown) · Watch on YouTube

youtube_video ptb4qJ9kFlM · row ptb4qJ9kFlM

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Whatever It Takes

Listed as Abstract Truth, G. Lawrence – Whatever It Takes (Best of Friends) · Watch on YouTube

youtube_video qV4QKKfHi9U · row qV4QKKfHi9U

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Another Slow Song

Listed as Abstract Truth, G. Lawrence – Another Slow Song (Best of Friends) · Watch on YouTube

youtube_video toODQn_fCc4 · row toODQn_fCc4

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My Back Feels Light / What Can You Say

Listed as Abstract Truth – My Back Feels Light / What Can You Say (Astral Daze, Vol.1) · Watch on YouTube

youtube_video v8dEnxQa7gg · row v8dEnxQa7gg

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Beach Party

Listed as Abstract Truth, G Lawrence – Beach Party (Seawind) · Watch on YouTube

youtube_video vGhOOZU167s · row vGhOOZU167s

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4th Street Groove

Listed as Abstract Truth, G Lawrence – 4th Street Groove (Seawind) · Watch on YouTube

youtube_video yS9CDpFGoPc · row yS9CDpFGoPc

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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?