Yes. Zach Deputy has 97 songs listed in a dataset used to train AI music models.

Used for training 97

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 Who Needs College, Ride with Me, Walking on the Moon

Listed under the artist name 97 songs in LAION-DISCO-12M

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

Who Needs College

Listed as Zach Deputy – Who Needs College (Who Needs College) · Watch on YouTube

youtube_video -UreTpzitUY · row -UreTpzitUY

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Ride with Me

Listed as Zach Deputy & the Hashtags – Ride with Me (Keep on Movin') · Watch on YouTube

youtube_video -rlOsJ7KhpU · row -rlOsJ7KhpU

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Walking on the Moon

Listed as Zach Deputy & the Hashtags – Walking on the Moon (Keep on Movin') · Watch on YouTube

youtube_video 0NsEn0iTsmQ · row 0NsEn0iTsmQ

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Some Days Are Harder

Listed as Zach Deputy – Some Days Are Harder (Wash It in the Water) · Watch on YouTube

youtube_video 0RyJuvoy7n4 · row 0RyJuvoy7n4

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Grandma’s Eyes

Listed as Zach Deputy – Grandma’s Eyes (Grandma’s Eyes) · Watch on YouTube

youtube_video 0_94MBh6YAo · row 0_94MBh6YAo

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Attitude

Listed as Zach Deputy & the Hashtags – Attitude (Keep on Movin') · Watch on YouTube

youtube_video 1Zb8KC9sjuo · row 1Zb8KC9sjuo

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Happy Graduation

Listed as Zach Deputy – Happy Graduation (Another Day) · Watch on YouTube

youtube_video 4SKj223qqG8 · row 4SKj223qqG8

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Shepherd's Pie (Too Much)

Listed as Zach Deputy & the Hashtags – Shepherd's Pie (Too Much) (Keep on Movin') · Watch on YouTube

youtube_video Dl9ytE-kV0c · row Dl9ytE-kV0c

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Last Goodbye (OurVinyl Sessions)

Listed as Zach Deputy, OurVinyl – Last Goodbye (OurVinyl Sessions) (Zach Deputy | OurVinyl Sessons) · Watch on YouTube

youtube_video Dtf4BrNiKqI · row Dtf4BrNiKqI

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Cellular Phone

Listed as Zach Deputy – Cellular Phone (Out Of The Water) · Watch on YouTube

youtube_video EV9fm8BMRk0 · row EV9fm8BMRk0

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Sleep

Listed as Zach Deputy – Sleep (Another Day) · Watch on YouTube

youtube_video GrF_YsfkvnE · row GrF_YsfkvnE

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She Takes Me High

Listed as Zach Deputy – She Takes Me High (Out Of The Water) · Watch on YouTube

youtube_video L3B76rEbdbc · row L3B76rEbdbc

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All My Life

Listed as Zach Deputy – All My Life (All My Life) · Watch on YouTube

youtube_video LB6mqZlbJ7A · row LB6mqZlbJ7A

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Would I Still Have You "Bitter Things"

Listed as Zach Deputy – Would I Still Have You "Bitter Things" (Would I Still Have You "Bitter Things") · Watch on YouTube

youtube_video NcZ8kFSaMwc · row NcZ8kFSaMwc

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I Stand With You

Listed as Zach Deputy – I Stand With You (I Stand With You) · Watch on YouTube

youtube_video O5ci9t3v-bE · row O5ci9t3v-bE

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Scrambled Eggs (Live)

Listed as Zach Deputy – Scrambled Eggs (Live) (OurVinyl Sessions | Zach Deputy (Live)) · Watch on YouTube

youtube_video OqwqS71SgQg · row OqwqS71SgQg

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Ceiling Fan

Listed as Zach Deputy – Ceiling Fan (Red Moon) · Watch on YouTube

youtube_video OzxCvvLRYBI · row OzxCvvLRYBI

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Open Shore

Listed as Zach Deputy – Open Shore (Red Moon) · Watch on YouTube

youtube_video Q1f5FbpPiRE · row Q1f5FbpPiRE

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Don't Let Them Push You Down

Listed as Zach Deputy – Don't Let Them Push You Down (Don't Let Them Push You Down) · Watch on YouTube

youtube_video R4zp5jBrx7M · row R4zp5jBrx7M

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Tagalong

Listed as Zach Deputy – Tagalong (Another Day) · Watch on YouTube

youtube_video SP1xhISAKeQ · row SP1xhISAKeQ

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Nobody Loves Me Anymore

Listed as Zach Deputy & the Hashtags – Nobody Loves Me Anymore (Keep on Movin') · Watch on YouTube

youtube_video V4FQFve0SCU · row V4FQFve0SCU

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You Don’t't Even Love That Girl

Listed as Zach Deputy – You Don’t't Even Love That Girl (Another Day) · Watch on YouTube

youtube_video V88qHqU4ffc · row V88qHqU4ffc

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I Lose Time

Listed as Zach Deputy – I Lose Time (I Lose Time) · Watch on YouTube

youtube_video WA0VvOphHag · row WA0VvOphHag

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By Your Side

Listed as Zach Deputy – By Your Side (Another Day) · Watch on YouTube

youtube_video YWPPZ0lBmkM · row YWPPZ0lBmkM

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Thoughts Of Yesterday

Listed as Zach Deputy – Thoughts Of Yesterday (Another Day) · Watch on YouTube

youtube_video Z_IQkRnvrlk · row Z_IQkRnvrlk

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Red Moon

Listed as Zach Deputy – Red Moon (Red Moon) · Watch on YouTube

youtube_video ZjiJ96K2lz4 · row ZjiJ96K2lz4

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Let it Snow

Listed as Zach Deputy – Let it Snow (Let it Snow) · Watch on YouTube

youtube_video bpR75mjsKRw · row bpR75mjsKRw

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Between the Lines

Listed as Zach Deputy – Between the Lines (Between the Lines) · Watch on YouTube

youtube_video ckGpxx8BR64 · row ckGpxx8BR64

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The Life

Listed as Zach Deputy – The Life (The Life) · Watch on YouTube

youtube_video dPRJE61HTIE · row dPRJE61HTIE

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Another Day

Listed as Zach Deputy – Another Day (Another Day) · Watch on YouTube

youtube_video fdwLptDxIl8 · row fdwLptDxIl8

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Would I Still Have You (Acoustic Version) [Live]

Listed as Zach Deputy – Would I Still Have You (Acoustic Version) [Live] (Would I Still Have You (Acoustic Version) [Live]) · Watch on YouTube

youtube_video jKS7_o81V98 · row jKS7_o81V98

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Do You Love Ole Me?

Listed as Zach Deputy – Do You Love Ole Me? (Do You Love Ole Me?) · Watch on YouTube

youtube_video jZnvqvMA8rY · row jZnvqvMA8rY

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Come on Home

Listed as Zach Deputy & the Hashtags – Come on Home (Keep on Movin') · Watch on YouTube

youtube_video kQbG_7efeqA · row kQbG_7efeqA

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Call my Name

Listed as Zach Deputy & the Hashtags – Call my Name (Keep on Movin') · Watch on YouTube

youtube_video kaqXCgZYex8 · row kaqXCgZYex8

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Hearts Are Forever

Listed as Zach Deputy – Hearts Are Forever (Hearts Are Forever) · Watch on YouTube

youtube_video lWSL4jasl9U · row lWSL4jasl9U

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I Love You Baby (OurVinyl Sessions)

Listed as Zach Deputy, OurVinyl – I Love You Baby (OurVinyl Sessions) (Zach Deputy | OurVinyl Sessons) · Watch on YouTube

youtube_video mOoS_p01npc · row mOoS_p01npc

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Bluffton

Listed as Zach Deputy – Bluffton (Out Of The Water) · Watch on YouTube

youtube_video mTBx-ytUE3U · row mTBx-ytUE3U

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Make It Right

Listed as Zach Deputy – Make It Right (Another Day) · Watch on YouTube

youtube_video n6mXv9QYlkQ · row n6mXv9QYlkQ

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It Ain't Over

Listed as Zach Deputy – It Ain't Over (Red Moon) · Watch on YouTube

youtube_video p1aR35t-cIQ · row p1aR35t-cIQ

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I Finally See

Listed as Zach Deputy – I Finally See (I Finally See) · Watch on YouTube

youtube_video pPpDuyN0h-Y · row pPpDuyN0h-Y

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Sweet Georgia Home

Listed as Zach Deputy – Sweet Georgia Home (Sweet Georgia Home) · Watch on YouTube

youtube_video qRZmd9wyTy8 · row qRZmd9wyTy8

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Real Music

Listed as Zach Deputy & the Hashtags – Real Music (Keep on Movin') · Watch on YouTube

youtube_video sYGNngqNgzs · row sYGNngqNgzs

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Pretty Little Girl

Listed as Zach Deputy & the Hashtags – Pretty Little Girl (Keep on Movin') · Watch on YouTube

youtube_video tqMI9f9E7kM · row tqMI9f9E7kM

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Interlude ("You Are My...")

Listed as Zach Deputy – Interlude ("You Are My...") (Sunshine) · Watch on YouTube

youtube_video ugxuIVE0tq8 · row ugxuIVE0tq8

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Stay

Listed as Zach Deputy – Stay (Sunshine) · Watch on YouTube

youtube_video vZVtNj-azlc · row vZVtNj-azlc

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Loving You

Listed as Zach Deputy – Loving You (Wash It in the Water) · Watch on YouTube

youtube_video vxK8t4pPANU · row vxK8t4pPANU

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Keep on Movin'

Listed as Zach Deputy & the Hashtags – Keep on Movin' (Keep on Movin') · Watch on YouTube

youtube_video zvypsOrjm9Q · row zvypsOrjm9Q

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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.

UK, PRS members. Send PRS for Music your report and ask what collective or licensing route covers your works.
- PRS for Music and Artificial Intelligence, Version 1 (October 2025), 2025-10-01
- PRS for Music: AI and music copyright, 2026-09-24
Germany, GEMA members. GEMA won a first-instance ruling against Suno on 31 July 2026 and has a licensing model. Ask how they apply to your repertoire.
- GEMA: Suno AI and OpenAI, GEMA sues for fair compensation, 2025-01-21
- DLA Piper: GEMA v Suno, Munich Regional Court judgment of 31 July 2026, 2026-08-28
- Music Business Worldwide: Germany's GEMA launches AI Charter, 2024-11-05
Signed to Warner, BMG or Believe/TuneCore. Each has an opt-in licensing deal with Suno. Ask your label what opting in or out means for you and whether any settlement money reaches artists.
- Music Business Worldwide: Warner Music Group settles with Suno, 2025-11-25
- Music Ally: Suno signs another music licensing deal, with BMG, 2026-08-12
- Music Business Worldwide: Suno inks global deal with Believe, 2026-09-08

Is this you?

Check another name

These pages report where identifiers from public research datasets point. Presence in a dataset is a fact about the dataset, not a claim about the channel or artist, and says nothing about what any company did with the material. If you are this artist and want this page removed, see removals.