Yes. The Charms has 137 songs listed in a dataset used to train AI music models.

Used for training 137

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 One Fine Day, Glykia Agapimeni, Na Meinoume Panta Paidia (Short Version) [Granita Mix]

Listed under the artist name 137 songs in LAION-DISCO-12M

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

One Fine Day

Listed as The Charms – One Fine Day (Ivory Tower and Other Great Hits - Singles Collection 1953 - 1958) · Watch on YouTube

youtube_video 2rSI-VNVLCc · row 2rSI-VNVLCc

LAION-DISCO-12M

Glykia Agapimeni

Listed as The Charms – Glykia Agapimeni (To Trelokoritso (Oles Oi Epityhies)) · Watch on YouTube

youtube_video 3Z7cIaqb8Fw · row 3Z7cIaqb8Fw

LAION-DISCO-12M

Na Meinoume Panta Paidia (Short Version) [Granita Mix]

Listed as The Charms – Na Meinoume Panta Paidia (Short Version) [Granita Mix] (To Trelokoritso (Oles Oi Epityhies)) · Watch on YouTube

youtube_video 3piMdGvEmOo · row 3piMdGvEmOo

LAION-DISCO-12M

Let the Happiness Happen

Listed as The Charms – Let the Happiness Happen (Ivory Tower and Other Great Hits - Singles Collection 1953 - 1958) · Watch on YouTube

youtube_video 5y06H8M_DTg · row 5y06H8M_DTg

LAION-DISCO-12M

Sempre

Listed as The Charms – Sempre (To Trelokoritso (Oles Oi Epityhies)) · Watch on YouTube

youtube_video 6RXVyaRN_Qk · row 6RXVyaRN_Qk

LAION-DISCO-12M

Ko Ko Mo

Listed as The Charms – Ko Ko Mo (Ivory Tower and Other Great Hits - Singles Collection 1953 - 1958) · Watch on YouTube

youtube_video 7-3HiFvxh-0 · row 7-3HiFvxh-0

LAION-DISCO-12M

Love's Our Inspiration

Listed as Otis Williams, The Charms – Love's Our Inspiration (Doo-Wop Classics, Vol. 20 (Chart Records)) · Watch on YouTube

youtube_video 7r89lgsekGo · row 7r89lgsekGo

LAION-DISCO-12M

Fifty Five Seconds

Listed as The Charms – Fifty Five Seconds (Ivory Tower and Other Great Hits - Singles Collection 1953 - 1958) · Watch on YouTube

youtube_video 8rYv6NLNyQU · row 8rYv6NLNyQU

LAION-DISCO-12M

Fyge (Granita Mix)

Listed as The Charms – Fyge (Granita Mix) (To Trelokoritso (Oles Oi Epityhies)) · Watch on YouTube

youtube_video 8yLKP8RkD_0 · row 8yLKP8RkD_0

LAION-DISCO-12M

Mambo Sh-Mambo

Listed as The Charms – Mambo Sh-Mambo (Jukebox Doo Wop) · Watch on YouTube

youtube_video 9NJFaiPhNMc · row 9NJFaiPhNMc

LAION-DISCO-12M

Everlovin'

Listed as Dave Burgess, The Charms – Everlovin' (Music Road, Vol. 5 - Rock Travel) · Watch on YouTube

youtube_video AiMUvEmYLU4 · row AiMUvEmYLU4

LAION-DISCO-12M

Kalanta Protochronias

Listed as The Charms – Kalanta Protochronias (To Trelokoritso (Oles Oi Epityhies)) · Watch on YouTube

youtube_video BxY2hGB2_dU · row BxY2hGB2_dU

LAION-DISCO-12M

See You on Sunday

Listed as The Charms – See You on Sunday (To Trelokoritso (Oles Oi Epityhies)) · Watch on YouTube

youtube_video Crzt5AC2dKo · row Crzt5AC2dKo

LAION-DISCO-12M

Ascolta mio Dio (Ti prego)

Listed as The Charms – Ascolta mio Dio (Ti prego) (To Trelokoritso (Oles Oi Epityhies)) · Watch on YouTube

youtube_video DzQZjr7zNFw · row DzQZjr7zNFw

LAION-DISCO-12M

What Do You Know About That ?

Listed as The Charms – What Do You Know About That ? (Ivory Tower and Other Great Hits - Singles Collection 1953 - 1958) · Watch on YouTube

youtube_video EgwO37Zzf2c · row EgwO37Zzf2c

LAION-DISCO-12M

Loving Baby

Listed as The Charms – Loving Baby (Ivory Tower and Other Great Hits - Singles Collection 1953 - 1958) · Watch on YouTube

youtube_video FXlKkUHOwTU · row FXlKkUHOwTU

LAION-DISCO-12M

The Count Game

Listed as The Charms – The Count Game (To Trelokoritso (Oles Oi Epityhies)) · Watch on YouTube

youtube_video FYC8d7zLK9k · row FYC8d7zLK9k

LAION-DISCO-12M

Maria

Listed as The Charms – Maria (Faith and Fortune) · Watch on YouTube

youtube_video G53xFR_1KmQ · row G53xFR_1KmQ

LAION-DISCO-12M

Erimia (Granita Mix)

Listed as The Charms – Erimia (Granita Mix) (To Trelokoritso (Oles Oi Epityhies)) · Watch on YouTube

youtube_video KTmkDyl1t7E · row KTmkDyl1t7E

LAION-DISCO-12M

Via da me

Listed as The Charms – Via da me (To Trelokoritso (Oles Oi Epityhies)) · Watch on YouTube

youtube_video LhKEM9Do1i4 · row LhKEM9Do1i4

LAION-DISCO-12M

I Gnorimia Mas (Granita Mix)

Listed as The Charms – I Gnorimia Mas (Granita Mix) (To Trelokoritso (Oles Oi Epityhies)) · Watch on YouTube

youtube_video MdI026SuNQo · row MdI026SuNQo

LAION-DISCO-12M

Galazio Oneiro (Granita Mix)

Listed as The Charms – Galazio Oneiro (Granita Mix) (To Trelokoritso (Oles Oi Epityhies)) · Watch on YouTube

youtube_video NUfSCs5CvYs · row NUfSCs5CvYs

LAION-DISCO-12M

Don't Make Up the Kids

Listed as The Charms – Don't Make Up the Kids (Yakety Wax) · Watch on YouTube

youtube_video PMe-KaTtNck · row PMe-KaTtNck

LAION-DISCO-12M

Home in Your Heart

Listed as The Charms – Home in Your Heart (To Trelokoritso (Oles Oi Epityhies)) · Watch on YouTube

youtube_video S1rtDhVifH8 · row S1rtDhVifH8

LAION-DISCO-12M

Whirlwind

Listed as The Charms – Whirlwind (Precious Doo Wop (461)) · Watch on YouTube

youtube_video TIjc7dMyM-8 · row TIjc7dMyM-8

LAION-DISCO-12M

Efkoli Zoi (Granita Mix)

Listed as The Charms – Efkoli Zoi (Granita Mix) (To Trelokoritso (Oles Oi Epityhies)) · Watch on YouTube

youtube_video U6jIP4mImZ8 · row U6jIP4mImZ8

LAION-DISCO-12M

It's You, You, You

Listed as The Charms – It's You, You, You (Ivory Tower and Other Great Hits - Singles Collection 1953 - 1958) · Watch on YouTube

youtube_video VQ0MjVP8nuk · row VQ0MjVP8nuk

LAION-DISCO-12M

Crazy Crazy Love

Listed as The Charms – Crazy Crazy Love (Ivory Tower and Other Great Hits - Singles Collection 1953 - 1958) · Watch on YouTube

youtube_video Yl5IfzRdhZg · row Yl5IfzRdhZg

LAION-DISCO-12M

Pali Moni

Listed as The Charms – Pali Moni (To Trelokoritso (Oles Oi Epityhies)) · Watch on YouTube

youtube_video ZY-F_EM6u3c · row ZY-F_EM6u3c

LAION-DISCO-12M

To Trelokoritso (Granita Mix)

Listed as The Charms – To Trelokoritso (Granita Mix) (To Trelokoritso (Oles Oi Epityhies)) · Watch on YouTube

youtube_video _69_BEztu-E · row _69_BEztu-E

LAION-DISCO-12M

Sunday Is Made For Lovers

Listed as Charms – Sunday Is Made For Lovers (givin' it up) · Watch on YouTube

youtube_video _HoN6TIpBUA · row _HoN6TIpBUA

LAION-DISCO-12M

And Take My Love

Listed as The Charms – And Take My Love (The Platters & The Doo Wop Sound) · Watch on YouTube

youtube_video _HocMKslBN8 · row _HocMKslBN8

LAION-DISCO-12M

Mr. Gooze (Granita Mix)

Listed as The Charms – Mr. Gooze (Granita Mix) (To Trelokoritso (Oles Oi Epityhies)) · Watch on YouTube

youtube_video _gNBfrnqx8w · row _gNBfrnqx8w

LAION-DISCO-12M

To Trelokoritso

Listed as The Charms – To Trelokoritso (To Trelokoritso (Oles Oi Epityhies)) · Watch on YouTube

youtube_video _hzMDiNDRmo · row _hzMDiNDRmo

LAION-DISCO-12M

When We Get Together

Listed as The Charms – When We Get Together (Ivory Tower and Other Great Hits - Singles Collection 1953 - 1958) · Watch on YouTube

youtube_video _qhynJ0RUQA · row _qhynJ0RUQA

LAION-DISCO-12M

Glykia Agapimeni (Granita Mix)

Listed as The Charms – Glykia Agapimeni (Granita Mix) (To Trelokoritso (Oles Oi Epityhies)) · Watch on YouTube

youtube_video aDT7CztEyG4 · row aDT7CztEyG4

LAION-DISCO-12M

Kalanta Christougennon

Listed as The Charms – Kalanta Christougennon (To Trelokoritso (Oles Oi Epityhies)) · Watch on YouTube

youtube_video bFELH0MyoRY · row bFELH0MyoRY

LAION-DISCO-12M

I Offer You

Listed as The Charms – I Offer You (Ivory Tower and Other Great Hits - Singles Collection 1953 - 1958) · Watch on YouTube

youtube_video bi95SDyqxFk · row bi95SDyqxFk

LAION-DISCO-12M

Who Knows ?

Listed as The Charms – Who Knows ? (Ivory Tower and Other Great Hits - Singles Collection 1953 - 1958) · Watch on YouTube

youtube_video eLH-jwcmsoY · row eLH-jwcmsoY

LAION-DISCO-12M

Come to Me Baby

Listed as The Charms – Come to Me Baby (Ivory Tower and Other Great Hits - Singles Collection 1953 - 1958) · Watch on YouTube

youtube_video g3602rA9KkM · row g3602rA9KkM

LAION-DISCO-12M

Tha Se Perimeno (Granita Mix)

Listed as The Charms – Tha Se Perimeno (Granita Mix) (To Trelokoritso (Oles Oi Epityhies)) · Watch on YouTube

youtube_video h0kA4V7fnrY · row h0kA4V7fnrY

LAION-DISCO-12M

Diogmos (Epilogos)

Listed as The Charms – Diogmos (Epilogos) (To Trelokoritso (Oles Oi Epityhies)) · Watch on YouTube

youtube_video iZJcvoUP1po · row iZJcvoUP1po

LAION-DISCO-12M

Heart of a Rose

Listed as The Charms – Heart of a Rose (Ivory Tower and Other Great Hits - Singles Collection 1953 - 1958) · Watch on YouTube

youtube_video jD0aAclI3z4 · row jD0aAclI3z4

LAION-DISCO-12M

Love, Love, Stick Stov

Listed as Otis Williams, The Charms – Love, Love, Stick Stov (Doo-Wop Classics, Vol. 20 (Chart Records)) · Watch on YouTube

youtube_video kTzOb-kGXB8 · row kTzOb-kGXB8

LAION-DISCO-12M

Gimme That Shot

Listed as The Charms – Gimme That Shot (The Coolest Songs in the World! Vol. 1) · Watch on YouTube

youtube_video nEyapT029oc · row nEyapT029oc

LAION-DISCO-12M

Diogmos (Epilogos) [Granita Mix]

Listed as The Charms – Diogmos (Epilogos) [Granita Mix] (To Trelokoritso (Oles Oi Epityhies)) · Watch on YouTube

youtube_video pD3xbL040Mw · row pD3xbL040Mw

LAION-DISCO-12M

The Wish Song

Listed as The Charms – The Wish Song (Red Electric) · Watch on YouTube

youtube_video sX5fteSHVVQ · row sX5fteSHVVQ

LAION-DISCO-12M

Koritsi Tou Voria (Granita Mix)

Listed as The Charms – Koritsi Tou Voria (Granita Mix) (To Trelokoritso (Oles Oi Epityhies)) · Watch on YouTube

youtube_video vDJnejhhN9I · row vDJnejhhN9I

LAION-DISCO-12M

Quiet Please

Listed as The Charms – Quiet Please (Ivory Tower and Other Great Hits - Singles Collection 1953 - 1958) · Watch on YouTube

youtube_video ybUx8LuYDhs · row ybUx8LuYDhs

LAION-DISCO-12M

Kapoio Vrady (Granita Mix)

Listed as The Charms – Kapoio Vrady (Granita Mix) (To Trelokoritso (Oles Oi Epityhies)) · Watch on YouTube

youtube_video ygL8Jv_VFvw · row ygL8Jv_VFvw

LAION-DISCO-12M

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.