YouTrained

Artist Justin Starling on YouTube Music

Yes. Justin Starling 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 Lifestyle, Fresh Start, So Fine

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.

Lifestyle

Listed as Justin Starling – Lifestyle (Lifestyle) · Watch on YouTube

youtube_video -Ii2ktSgeKY · row -Ii2ktSgeKY

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Fresh Start

Listed as Justin Starling – Fresh Start (Fresh Start) · Watch on YouTube

youtube_video 0E2pvTpEI_s · row 0E2pvTpEI_s

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So Fine

Listed as Justin Starling – So Fine (So Fine) · Watch on YouTube

youtube_video 1jyN03BWCqE · row 1jyN03BWCqE

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Out of My Mind

Listed as Justin Starling – Out of My Mind (Out of My Mind) · Watch on YouTube

youtube_video 5BI_KBFTd7w · row 5BI_KBFTd7w

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Right Away

Listed as Justin Starling – Right Away (Right Away) · Watch on YouTube

youtube_video 5EyzaMkkRSE · row 5EyzaMkkRSE

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Man of My Word

Listed as Justin Starling – Man of My Word (Man of My Word) · Watch on YouTube

youtube_video 6AIVqu3i5Ao · row 6AIVqu3i5Ao

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Safety First

Listed as Justin Starling – Safety First (Test of Time) · Watch on YouTube

youtube_video 7S9YFwGnUDQ · row 7S9YFwGnUDQ

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Praise

Listed as Justin Starling – Praise (Praise) · Watch on YouTube

youtube_video 8EAIiJTH4pw · row 8EAIiJTH4pw

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Outro

Listed as Justin Starling – Outro (Test of Time) · Watch on YouTube

youtube_video 8tIQBLK3ZHo · row 8tIQBLK3ZHo

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The Come Up

Listed as Justin Starling – The Come Up (The Come Up) · Watch on YouTube

youtube_video C7Boh09_EjQ · row C7Boh09_EjQ

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You Wouldn't Know

Listed as Justin Starling – You Wouldn't Know (You Wouldn't Know) · Watch on YouTube

youtube_video DODssh4Wl4g · row DODssh4Wl4g

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Wife You Down

Listed as Justin Starling – Wife You Down (Wife You Down) · Watch on YouTube

youtube_video FwFSGIWgzc4 · row FwFSGIWgzc4

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Me, Myself, & I

Listed as Grover Braam, Justin Starling – Me, Myself, & I (Me, Myself, & I) · Watch on YouTube

youtube_video Kq5FvXzu_7E · row Kq5FvXzu_7E

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Streets Calling

Listed as Justin Starling, Matty Beats – Streets Calling (Streets Calling) · Watch on YouTube

youtube_video LPDmC9aNWiU · row LPDmC9aNWiU

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Summer's Over

Listed as Justin Starling – Summer's Over (Summer's Over) · Watch on YouTube

youtube_video OIPL2rg44c4 · row OIPL2rg44c4

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Don't

Listed as ELLIS!, Justin Starling – Don't (Don't) · Watch on YouTube

youtube_video VMe3wYwHbvk · row VMe3wYwHbvk

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No Joke

Listed as Justin Starling – No Joke (No Joke) · Watch on YouTube

youtube_video VRcmGwVpVuE · row VRcmGwVpVuE

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Thankful

Listed as Justin Starling – Thankful (Thankful) · Watch on YouTube

youtube_video VriJn_KGWNs · row VriJn_KGWNs

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New Wave

Listed as Justin Starling – New Wave (New Wave) · Watch on YouTube

youtube_video WKqkpfOILL0 · row WKqkpfOILL0

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Reflex

Listed as Justin Starling – Reflex (Reflex) · Watch on YouTube

youtube_video XM5_p9OAzYA · row XM5_p9OAzYA

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Just Like Me (feat. Grover Braam)

Listed as Justin Starling – Just Like Me (feat. Grover Braam) (Just Like Me) · Watch on YouTube

youtube_video Z7PpHaObgyU · row Z7PpHaObgyU

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On My Way

Listed as Justin Starling, Grover Braam – On My Way (On My Way) · Watch on YouTube

youtube_video _dtr2IzzcgA · row _dtr2IzzcgA

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I Do

Listed as Justin Starling – I Do (I Do) · Watch on YouTube

youtube_video bexQIPFwao0 · row bexQIPFwao0

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Intro

Listed as Justin Starling – Intro (Test of Time) · Watch on YouTube

youtube_video bsM_AtsEVcE · row bsM_AtsEVcE

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World Premiere Freestyle

Listed as Justin Starling – World Premiere Freestyle (World Premiere Freestyle) · Watch on YouTube

youtube_video ePSE6lkXMMw · row ePSE6lkXMMw

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Y'all Don't Know Me

Listed as Justin Starling – Y'all Don't Know Me (Y'all Don't Know Me) · Watch on YouTube

youtube_video h8leab-tyCg · row h8leab-tyCg

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Be That Way

Listed as Justin Starling – Be That Way (Be That Way) · Watch on YouTube

youtube_video j1Kr1Xsc_QU · row j1Kr1Xsc_QU

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Wake Up

Listed as Justin Starling – Wake Up (20gr8teen) · Watch on YouTube

youtube_video mMTKpiQH-eo · row mMTKpiQH-eo

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We Gone See

Listed as Justin Starling – We Gone See (We Gone See) · Watch on YouTube

youtube_video pWtYZ1Zchm8 · row pWtYZ1Zchm8

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Woah Woah

Listed as Justin Starling – Woah Woah (Woah Woah) · Watch on YouTube

youtube_video pdYDOh19zQk · row pdYDOh19zQk

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Better Late Than Never

Listed as Justin Starling – Better Late Than Never (Better Late Than Never) · Watch on YouTube

youtube_video rVjAPt-UICI · row rVjAPt-UICI

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Good Vibes

Listed as Justin Starling – Good Vibes (Good Vibes) · Watch on YouTube

youtube_video tH2_wasZFDA · row tH2_wasZFDA

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Reminisce

Listed as Justin Starling – Reminisce (Reminisce) · Watch on YouTube

youtube_video tfS4ockh3A8 · row tfS4ockh3A8

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Hold Up

Listed as Justin Starling – Hold Up (Hold Up) · Watch on YouTube

youtube_video vJjeU7QkK28 · row vJjeU7QkK28

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Rent Free

Listed as Justin Starling – Rent Free (Rent Free) · Watch on YouTube

youtube_video w-taIQqW6yQ · row w-taIQqW6yQ

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Problems

Listed as Lodola, Justin Starling – Problems (Problems) · Watch on YouTube

youtube_video xAmrGNTWh7Q · row xAmrGNTWh7Q

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New Pif Crew

Listed as Justin Starling – New Pif Crew (Produced by Bumpy Knuckles, Vol. 2) · Watch on YouTube

youtube_video xxkpzpUKilA · row xxkpzpUKilA

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Huracan Talk

Listed as Justin Starling – Huracan Talk (Huracan Talk) · Watch on YouTube

youtube_video xz9B76To0V4 · row xz9B76To0V4

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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?