Yes. Nate Williams has 46 songs listed in a dataset used to train AI music models.

Used for training 46

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 Love Songs (feat. Swatkins), Hymns I've Never Sung, Lucky Me

Listed under the artist name 46 songs in LAION-DISCO-12M

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

Love Songs (feat. Swatkins)

Listed as Nate Williams – Love Songs (feat. Swatkins) (In Another Life) · Watch on YouTube

youtube_video 1msKrCwJips · row 1msKrCwJips

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Hymns I've Never Sung

Listed as Nate Williams – Hymns I've Never Sung (In Another Life) · Watch on YouTube

youtube_video 7U4z1d1MhvM · row 7U4z1d1MhvM

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Lucky Me

Listed as Nate Williams – Lucky Me (Them + Us) · Watch on YouTube

youtube_video 8vvGK4AW2Tc · row 8vvGK4AW2Tc

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Lying Eyes

Listed as Nate Williams – Lying Eyes (Them + Us) · Watch on YouTube

youtube_video 9LlQeLJprVA · row 9LlQeLJprVA

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Halfway Home

Listed as Nate Williams – Halfway Home (Halfway Home- EP) · Watch on YouTube

youtube_video ANrqyk-WJvo · row ANrqyk-WJvo

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Wonder If You Think Of Me At All (feat. Mared)

Listed as Nate Williams – Wonder If You Think Of Me At All (feat. Mared) (Chapters) · Watch on YouTube

youtube_video C2syKLm9rCc · row C2syKLm9rCc

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Nadolig Pwy a Wyr

Listed as Nate Williams – Nadolig Pwy a Wyr (When December Comes) · Watch on YouTube

youtube_video CeJ9u2zN2YQ · row CeJ9u2zN2YQ

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Day By Day

Listed as Nate Williams – Day By Day (Chapters) · Watch on YouTube

youtube_video FGipz0IjD-4 · row FGipz0IjD-4

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Heavy Is the Sorrow

Listed as Nate Williams – Heavy Is the Sorrow (Them + Us) · Watch on YouTube

youtube_video IHEIZJR1AUw · row IHEIZJR1AUw

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Weekend Regret

Listed as Nate Williams – Weekend Regret (Them + Us) · Watch on YouTube

youtube_video JOL7lptm6jk · row JOL7lptm6jk

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Comes Back Around

Listed as Nate Williams – Comes Back Around (Chapters) · Watch on YouTube

youtube_video Kf0lz2z0xwY · row Kf0lz2z0xwY

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When December Comes

Listed as Nate Williams – When December Comes (When December Comes) · Watch on YouTube

youtube_video M2I7XobqbTk · row M2I7XobqbTk

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Wait (You Did)

Listed as Nate Williams – Wait (You Did) (Got to Let Go) · Watch on YouTube

youtube_video Nl0Qfddv-s0 · row Nl0Qfddv-s0

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Seven Years

Listed as Nate Williams – Seven Years (Got to Let Go) · Watch on YouTube

youtube_video O-cD8VKzDjM · row O-cD8VKzDjM

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Don't Wanna Talk About It

Listed as Nate Williams – Don't Wanna Talk About It (Got to Let Go) · Watch on YouTube

youtube_video PPmShvGCWyI · row PPmShvGCWyI

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Already Gone

Listed as Nate Williams – Already Gone (Halfway Home- EP) · Watch on YouTube

youtube_video PjQNS55JxPE · row PjQNS55JxPE

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Completely Yours, Completely Mine

Listed as Nate Williams – Completely Yours, Completely Mine (Halfway Home- EP) · Watch on YouTube

youtube_video R12AJTrtyLc · row R12AJTrtyLc

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Last Time We Spoke

Listed as Nate Williams – Last Time We Spoke (Chapters) · Watch on YouTube

youtube_video RtSdoop8xqg · row RtSdoop8xqg

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Joni

Listed as Nate Williams – Joni (Chapters) · Watch on YouTube

youtube_video T8jEW4uvZEk · row T8jEW4uvZEk

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Big Screen Love (feat. Amy True)

Listed as Nate Williams – Big Screen Love (feat. Amy True) (Got to Let Go) · Watch on YouTube

youtube_video TOmTGklkJ50 · row TOmTGklkJ50

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Number One

Listed as Nate Williams – Number One (Them + Us) · Watch on YouTube

youtube_video UEg9Obq8XBI · row UEg9Obq8XBI

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Be With You On Christmas Day

Listed as Nate Williams – Be With You On Christmas Day (When December Comes) · Watch on YouTube

youtube_video VKWajCVXyQo · row VKWajCVXyQo

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Best Friend

Listed as Nate Williams – Best Friend (Got to Let Go) · Watch on YouTube

youtube_video VpnTwCnVznU · row VpnTwCnVznU

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Not My Problem

Listed as Nate Williams – Not My Problem (Got to Let Go) · Watch on YouTube

youtube_video X38zOuaL_f4 · row X38zOuaL_f4

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I'll Be Sure To Forget Your Name

Listed as Nate Williams – I'll Be Sure To Forget Your Name (Chapters) · Watch on YouTube

youtube_video X9nvWNV9zWg · row X9nvWNV9zWg

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Miss You

Listed as Nate Williams – Miss You (Got to Let Go) · Watch on YouTube

youtube_video _VIRgzGFxZM · row _VIRgzGFxZM

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Aberffraw (Interlude)

Listed as Nate Williams – Aberffraw (Interlude) (In Another Life) · Watch on YouTube

youtube_video _l-JSYKacAM · row _l-JSYKacAM

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Another Kind Of Me (feat. Ariel Posen)

Listed as Nate Williams – Another Kind Of Me (feat. Ariel Posen) (Chapters) · Watch on YouTube

youtube_video aHyjbif_S_Q · row aHyjbif_S_Q

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Hope

Listed as Nate Williams – Hope (Halfway Home- EP) · Watch on YouTube

youtube_video bplGzUJP9Ow · row bplGzUJP9Ow

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Time to Say Goodbye

Listed as Nate Williams – Time to Say Goodbye (In Another Life) · Watch on YouTube

youtube_video cSPhuzjTaVo · row cSPhuzjTaVo

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Love Is All We Need

Listed as Nate Williams – Love Is All We Need (Love Is All We Need) · Watch on YouTube

youtube_video dk1iVX64TIM · row dk1iVX64TIM

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Flatlined

Listed as Nate Williams – Flatlined (Got to Let Go) · Watch on YouTube

youtube_video dv1bGulZtp4 · row dv1bGulZtp4

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Got to Let Go

Listed as Nate Williams – Got to Let Go (Got to Let Go) · Watch on YouTube

youtube_video dyRP8wstNps · row dyRP8wstNps

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How Did We Get Here? (feat. Raquel Rodriguez)

Listed as Nate Williams – How Did We Get Here? (feat. Raquel Rodriguez) (How Did We Get Here?) · Watch on YouTube

youtube_video fSC2iWClZ5Y · row fSC2iWClZ5Y

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Show Me

Listed as Nate Williams – Show Me (Got to Let Go) · Watch on YouTube

youtube_video fvTrMA5Gi9g · row fvTrMA5Gi9g

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Try As I Might

Listed as Nate Williams – Try As I Might (In Another Life) · Watch on YouTube

youtube_video gHvFJjh_1ns · row gHvFJjh_1ns

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Infatuated

Listed as Nate Williams – Infatuated (Got to Let Go) · Watch on YouTube

youtube_video iMMakY5zh_A · row iMMakY5zh_A

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Infinity

Listed as Nate Williams – Infinity (Chapters) · Watch on YouTube

youtube_video iSBwNnPJVgk · row iSBwNnPJVgk

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What Can I Do?

Listed as Nate Williams – What Can I Do? (What Can I Do?) · Watch on YouTube

youtube_video j--Th5sy3hQ · row j--Th5sy3hQ

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Heavy Showers And Sunny Spells

Listed as Nate Williams – Heavy Showers And Sunny Spells (Chapters) · Watch on YouTube

youtube_video oVNcN-uJHL4 · row oVNcN-uJHL4

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Love's Disguise

Listed as Nate Williams – Love's Disguise (Halfway Home- EP) · Watch on YouTube

youtube_video oi5NRY_jChg · row oi5NRY_jChg

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I Can't Dance (feat. Steve Winwood)

Listed as Nate Williams – I Can't Dance (feat. Steve Winwood) (I Can't Dance) · Watch on YouTube

youtube_video pCEOAmU0hyY · row pCEOAmU0hyY

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Just for Tonight

Listed as Nate Williams – Just for Tonight (Got to Let Go) · Watch on YouTube

youtube_video rIzqmNs3QXs · row rIzqmNs3QXs

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D.T.M.B. (feat. Vula)

Listed as Nate Williams – D.T.M.B. (feat. Vula) (Got to Let Go) · Watch on YouTube

youtube_video swd5PtNsoWs · row swd5PtNsoWs

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One Way Street

Listed as Nate Williams – One Way Street (In Another Life) · Watch on YouTube

youtube_video uLkt68IayJ0 · row uLkt68IayJ0

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My Happy Song

Listed as Nate Williams – My Happy Song (Chapters) · Watch on YouTube

youtube_video ufFe3TaY_s8 · row ufFe3TaY_s8

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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.