Yes. The Overtones has 126 songs listed in a dataset used to train AI music models.

Used for training 126

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 Something Good, I'm Gonna Be (500 Miles), Let It Snow, Let It Snow, Let it Snow

Listed under the artist name 126 songs in LAION-DISCO-12M

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

Something Good

Listed as The Overtones – Something Good (Sweet Soul Music) · Watch on YouTube

youtube_video 0hk1Kk_bebc · row 0hk1Kk_bebc

LAION-DISCO-12M

I'm Gonna Be (500 Miles)

Listed as The Overtones – I'm Gonna Be (500 Miles) (10 (Deluxe Edition)) · Watch on YouTube

youtube_video 1D1sSxoBPlE · row 1D1sSxoBPlE

LAION-DISCO-12M

Let It Snow, Let It Snow, Let it Snow

Listed as The Overtones – Let It Snow, Let It Snow, Let it Snow (Good Ol' Fashioned Christmas) · Watch on YouTube

youtube_video 2ErOCpyjp2Y · row 2ErOCpyjp2Y

LAION-DISCO-12M

Santa Claus Is Coming To Town

Listed as The Overtones – Santa Claus Is Coming To Town (Good Ol' Fashioned Christmas) · Watch on YouTube

youtube_video 35Pn99bmCaI · row 35Pn99bmCaI

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Dancing On The Ceiling

Listed as The Overtones – Dancing On The Ceiling (Dancing On The Ceiling) · Watch on YouTube

youtube_video 38G2Y5sWpB8 · row 38G2Y5sWpB8

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Heatwave

Listed as The Overtones – Heatwave (Sweet Soul Music) · Watch on YouTube

youtube_video 3WlhaLcSQEo · row 3WlhaLcSQEo

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By My Side

Listed as The Overtones – By My Side (The Overtones) · Watch on YouTube

youtube_video 3Y67LJzglkU · row 3Y67LJzglkU

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The Glory of Love

Listed as The Overtones – The Glory of Love (Higher) · Watch on YouTube

youtube_video 3i8JN1XiM3U · row 3i8JN1XiM3U

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Unforgettable

Listed as The Overtones – Unforgettable (Higher) · Watch on YouTube

youtube_video 41ewz8cFns4 · row 41ewz8cFns4

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Good Ol' Fashioned Christmas

Listed as The Overtones – Good Ol' Fashioned Christmas (Good Ol' Fashioned Christmas) · Watch on YouTube

youtube_video 4KyXHYPV6J4 · row 4KyXHYPV6J4

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River Deep Mountain High (feat. Sam Bailey)

Listed as The Overtones – River Deep Mountain High (feat. Sam Bailey) (Sweet Soul Music) · Watch on YouTube

youtube_video 5Y-CXLFxKzs · row 5Y-CXLFxKzs

LAION-DISCO-12M

Stars (feat. Marisha Wallace)

Listed as The Overtones – Stars (feat. Marisha Wallace) (10) · Watch on YouTube

youtube_video 7jBGpn68Ngg · row 7jBGpn68Ngg

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Have I Told You Lately That I Love You

Listed as The Overtones – Have I Told You Lately That I Love You (Gambling Man) · Watch on YouTube

youtube_video 7wQxQPE5F60 · row 7wQxQPE5F60

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Call Me Up

Listed as The Overtones – Call Me Up (Higher) · Watch on YouTube

youtube_video AFe-xs0bd_I · row AFe-xs0bd_I

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Beauty and the Beast

Listed as The Overtones – Beauty and the Beast (Beauty and the Beast) · Watch on YouTube

youtube_video C2hkv8dc0Ys · row C2hkv8dc0Ys

LAION-DISCO-12M

Carolyn

Listed as The Overtones – Carolyn (Gambling Man) · Watch on YouTube

youtube_video ErkASJqEc28 · row ErkASJqEc28

LAION-DISCO-12M

Moving On

Listed as The Overtones – Moving On (Sweet Soul Music) · Watch on YouTube

youtube_video F8n8gms9JfE · row F8n8gms9JfE

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Let It Be Me

Listed as Michael Ball, The Overtones – Let It Be Me (If Everyone Was Listening…) · Watch on YouTube

youtube_video HqKTdsFMeSQ · row HqKTdsFMeSQ

LAION-DISCO-12M

Rolling in the Deep

Listed as The Overtones – Rolling in the Deep (Gambling Man) · Watch on YouTube

youtube_video Hql3r1qYlxk · row Hql3r1qYlxk

LAION-DISCO-12M

Don't Make Me Over

Listed as The Overtones – Don't Make Me Over (Gambling Man) · Watch on YouTube

youtube_video LXwVXOV80wI · row LXwVXOV80wI

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Amigo

Listed as The Overtones – Amigo (10) · Watch on YouTube

youtube_video NcUKdW65erc · row NcUKdW65erc

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September (Live)

Listed as The Overtones – September (Live) (10) · Watch on YouTube

youtube_video R-1T_Ohjq24 · row R-1T_Ohjq24

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Let's Stay Together

Listed as The Overtones – Let's Stay Together (Sweet Soul Music) · Watch on YouTube

youtube_video SmgpHCbIXYU · row SmgpHCbIXYU

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Get Ready

Listed as The Overtones – Get Ready (Sweet Soul Music) · Watch on YouTube

youtube_video UsZJtPYPui8 · row UsZJtPYPui8

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A Night to Remember

Listed as The Overtones – A Night to Remember (A Night to Remember) · Watch on YouTube

youtube_video V0M3AjMIJ9s · row V0M3AjMIJ9s

LAION-DISCO-12M

In the Still of the Night

Listed as The Overtones – In the Still of the Night (Gambling Man) · Watch on YouTube

youtube_video VGZ8tEyUfAw · row VGZ8tEyUfAw

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Christmas Everyday

Listed as The Overtones – Christmas Everyday (Christmas Everyday) · Watch on YouTube

youtube_video VjRTR9OCxqg · row VjRTR9OCxqg

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This Christmas

Listed as The Overtones – This Christmas (This Christmas) · Watch on YouTube

youtube_video XfIW20KFEsc · row XfIW20KFEsc

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Keep Me Hanging On

Listed as The Overtones – Keep Me Hanging On (Higher) · Watch on YouTube

youtube_video XnJj0cM6_ZY · row XnJj0cM6_ZY

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Give Me Just A Little More Time

Listed as The Overtones – Give Me Just A Little More Time (Sweet Soul Music) · Watch on YouTube

youtube_video ZSdP-sOCgDU · row ZSdP-sOCgDU

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When You Say My Name

Listed as The Overtones – When You Say My Name (Higher) · Watch on YouTube

youtube_video dbRORjZF0zs · row dbRORjZF0zs

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You to Me Are Everything (Live)

Listed as The Overtones – You to Me Are Everything (Live) (You to Me Are Everything (Live)) · Watch on YouTube

youtube_video entLyzltB3o · row entLyzltB3o

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I Heard It Through The Grapevine

Listed as The Overtones – I Heard It Through The Grapevine (Sweet Soul Music) · Watch on YouTube

youtube_video hhYY72-dlkc · row hhYY72-dlkc

LAION-DISCO-12M

Sweet Soul Music

Listed as The Overtones – Sweet Soul Music (Sweet Soul Music) · Watch on YouTube

youtube_video jCePYRTT00A · row jCePYRTT00A

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Groovin'

Listed as The Overtones – Groovin' (Higher) · Watch on YouTube

youtube_video jSqO88qhDxY · row jSqO88qhDxY

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Giving Me Soul

Listed as The Overtones – Giving Me Soul (Sweet Soul Music) · Watch on YouTube

youtube_video lE-Rxw9c6bo · row lE-Rxw9c6bo

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It Had to Be You (feat. Lachie Chapman, Mike Crawshaw & Timmy Matley)

Listed as The Overtones – It Had to Be You (feat. Lachie Chapman, Mike Crawshaw & Timmy Matley) (Saturday Night at the Movies) · Watch on YouTube

youtube_video lPC_11bT-vY · row lPC_11bT-vY

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Thank You for Being a Friend

Listed as The Overtones – Thank You for Being a Friend (Happy Days) · Watch on YouTube

youtube_video nu8KpDYCjfU · row nu8KpDYCjfU

LAION-DISCO-12M

Goodbye

Listed as The Overtones – Goodbye (The Overtones) · Watch on YouTube

youtube_video of9aphe1wlY · row of9aphe1wlY

LAION-DISCO-12M

All About You

Listed as The Overtones – All About You (Saturday Night at the Movies) · Watch on YouTube

youtube_video pjw2mG4zpSk · row pjw2mG4zpSk

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Moon River (feat. Lachie Chapman)

Listed as The Overtones – Moon River (feat. Lachie Chapman) (Saturday Night at the Movies) · Watch on YouTube

youtube_video saI2P1DOD9w · row saI2P1DOD9w

LAION-DISCO-12M

Under the Boardwalk

Listed as The Overtones – Under the Boardwalk (Sweet Soul Music) · Watch on YouTube

youtube_video tObNB5JjHYI · row tObNB5JjHYI

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Ladies Night

Listed as The Overtones – Ladies Night (Ladies Night) · Watch on YouTube

youtube_video tkN5bDk0U9k · row tkN5bDk0U9k

LAION-DISCO-12M

Smile

Listed as The Overtones – Smile (Smile) · Watch on YouTube

youtube_video uZNDOHNlwzI · row uZNDOHNlwzI

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Reach Out (I'll Be There)

Listed as The Overtones – Reach Out (I'll Be There) (10) · Watch on YouTube

youtube_video vIskn-94a2c · row vIskn-94a2c

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Sleigh Ride

Listed as The Overtones – Sleigh Ride (Good Ol' Fashioned Christmas) · Watch on YouTube

youtube_video vsud-WTOdW8 · row vsud-WTOdW8

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Good Ol' Fashioned Love

Listed as The Overtones – Good Ol' Fashioned Love (Gambling Man) · Watch on YouTube

youtube_video x1hKLnUIlaw · row x1hKLnUIlaw

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Miss Hollywood

Listed as The Overtones – Miss Hollywood (Saturday Night at the Movies) · Watch on YouTube

youtube_video xWUnoUWu39M · row xWUnoUWu39M

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Cheers

Listed as The Overtones – Cheers (Happy Days) · Watch on YouTube

youtube_video yXKHRXS7Xn8 · row yXKHRXS7Xn8

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Only Girl (In the World)

Listed as The Overtones – Only Girl (In the World) (Gambling Man) · Watch on YouTube

youtube_video ylP1Qh2EPPE · row ylP1Qh2EPPE

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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.