YouTrained

Artist McCafferty on YouTube Music

Yes. McCafferty has 131 songs listed in a dataset used to train AI music models.

Used for training 131

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 SOWK, Fountain, Wasabi (2017)

Listed under the artist name 131 songs in LAION-DISCO-12M

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

SOWK

Listed as McCafferty – SOWK (Thanks. Sorry. Sure.) · Watch on YouTube

youtube_video -3kmsLEbHwM · row -3kmsLEbHwM

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Fountain

Listed as McCafferty – Fountain (Split) · Watch on YouTube

youtube_video -Krt5VkYzH4 · row -Krt5VkYzH4

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Wasabi (2017)

Listed as McCafferty – Wasabi (2017) (Two Demos Never Released from 2017 so Please Don’t Think I’m Coming Back, I Promise You I Won’t.) · Watch on YouTube

youtube_video 1tW6q_SpTQE · row 1tW6q_SpTQE

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Dreamcatcher

Listed as McCafferty – Dreamcatcher (Sum of All Fears) · Watch on YouTube

youtube_video 2zYASde6kxM · row 2zYASde6kxM

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Black Eyes from Columbus

Listed as McCafferty – Black Eyes from Columbus (Sum of All Fears) · Watch on YouTube

youtube_video 3GW5CucllK4 · row 3GW5CucllK4

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Three Equals Four

Listed as McCafferty – Three Equals Four (Sum of All Fears) · Watch on YouTube

youtube_video 5-NQz4aSuDc · row 5-NQz4aSuDc

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Me, Myself, and I Love You (2017)

Listed as McCafferty – Me, Myself, and I Love You (2017) (Two Demos Never Released from 2017 so Please Don’t Think I’m Coming Back, I Promise You I Won’t.) · Watch on YouTube

youtube_video 8kxzyMA7Z1I · row 8kxzyMA7Z1I

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The End

Listed as McCafferty – The End (Sum of All Fears) · Watch on YouTube

youtube_video AEYliv5nU44 · row AEYliv5nU44

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Alright (Alright) (Dancebeats)

Listed as McCafferty – Alright (Alright) (Dancebeats) (Sum of All Fears) · Watch on YouTube

youtube_video BHJplsg2jOw · row BHJplsg2jOw

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Scarecrow

Listed as McCafferty – Scarecrow (Clementine) · Watch on YouTube

youtube_video BvqRbsZaBcU · row BvqRbsZaBcU

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Oh so Clean

Listed as McCafferty – Oh so Clean (Sum of All Fears II: The Lost Songs) · Watch on YouTube

youtube_video D4EnIrOP20I · row D4EnIrOP20I

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Lumber Yard

Listed as McCafferty – Lumber Yard (Sum of All Fears) · Watch on YouTube

youtube_video EVR_8OCqpIc · row EVR_8OCqpIc

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Xoo

Listed as McCafferty – Xoo (Sum of All Fears II: The Lost Songs) · Watch on YouTube

youtube_video FraMIsRxYmk · row FraMIsRxYmk

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The Jungle Song

Listed as McCafferty – The Jungle Song (Sum of All Fears) · Watch on YouTube

youtube_video I1Zdx77CEIY · row I1Zdx77CEIY

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Isn't It Beautiful?

Listed as McCafferty – Isn't It Beautiful? (Isn't It Beautiful?) · Watch on YouTube

youtube_video JFa8Z2Rj6jk · row JFa8Z2Rj6jk

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There Is Something in the Water Here

Listed as McCafferty – There Is Something in the Water Here (There Is Something in the Water Here) · Watch on YouTube

youtube_video Lu_aE03qbz4 · row Lu_aE03qbz4

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Alright (Alright) (2010 Acoustic)

Listed as McCafferty – Alright (Alright) (2010 Acoustic) (Sum of All Fears) · Watch on YouTube

youtube_video T4mmbIrWCUY · row T4mmbIrWCUY

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Fetch

Listed as McCafferty – Fetch (Sum of All Fears) · Watch on YouTube

youtube_video U2J_jVqJEVc · row U2J_jVqJEVc

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Sellout

Listed as McCafferty – Sellout (Clementine) · Watch on YouTube

youtube_video Vh5712eVETM · row Vh5712eVETM

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New Zealand, Chicago

Listed as McCafferty – New Zealand, Chicago (Sum of All Fears) · Watch on YouTube

youtube_video YILY8_EHTC4 · row YILY8_EHTC4

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The Roots

Listed as McCafferty – The Roots (Sum of All Fears II: The Lost Songs) · Watch on YouTube

youtube_video c611J4gsjY0 · row c611J4gsjY0

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Butterfly

Listed as McCafferty – Butterfly (Sum of All Fears) · Watch on YouTube

youtube_video e2WgwOP2uh4 · row e2WgwOP2uh4

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Senior Year

Listed as McCafferty – Senior Year (Sum of All Fears II: The Lost Songs) · Watch on YouTube

youtube_video f3Szd_x2nAA · row f3Szd_x2nAA

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Plastic Surgery

Listed as McCafferty – Plastic Surgery (Sum of All Fears) · Watch on YouTube

youtube_video kkIQdI89hQY · row kkIQdI89hQY

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Sorry

Listed as McCafferty – Sorry (Sum of All Fears) · Watch on YouTube

youtube_video l_tEntoRxsY · row l_tEntoRxsY

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I'll Fix This I Promise

Listed as McCafferty – I'll Fix This I Promise (Sum of All Fears II: The Lost Songs) · Watch on YouTube

youtube_video nSxoaxmFAUg · row nSxoaxmFAUg

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Something Eyes

Listed as McCafferty – Something Eyes (Sum of All Fears) · Watch on YouTube

youtube_video qXMHAiGlU0g · row qXMHAiGlU0g

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Finally

Listed as McCafferty – Finally (Finally) · Watch on YouTube

youtube_video s4_bKlxL4N0 · row s4_bKlxL4N0

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Bottles and Cans (2010 Version)

Listed as McCafferty – Bottles and Cans (2010 Version) (Sum of All Fears) · Watch on YouTube

youtube_video vGZx88cuVRM · row vGZx88cuVRM

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Mates

Listed as McCafferty – Mates (Clementine) · Watch on YouTube

youtube_video yx97eKvZjaE · row yx97eKvZjaE

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The Last of Us

Listed as McCafferty – The Last of Us (Sum of All Fears II: The Lost Songs) · Watch on YouTube

youtube_video zVeYkRhX5Bc · row zVeYkRhX5Bc

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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.

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