Yes. The Crystals has 135 songs listed in a dataset used to train AI music models.

Used for training 135

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 He's the Boy I Love (feat. La La Brooks), Rudolph the Red-Nosed Reindeer, Look In My Eyes

Listed under the artist name 135 songs in LAION-DISCO-12M

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

He's the Boy I Love (feat. La La Brooks)

Listed as The Crystals – He's the Boy I Love (feat. La La Brooks) (He's a Rebel) · Watch on YouTube

youtube_video -mp1tyzQAqI · row -mp1tyzQAqI

LAION-DISCO-12M

Rudolph the Red-Nosed Reindeer

Listed as The Crystals – Rudolph the Red-Nosed Reindeer (A Christmas Gift for You) · Watch on YouTube

youtube_video 0s_3WYTOY3k · row 0s_3WYTOY3k

LAION-DISCO-12M

Look In My Eyes

Listed as The Crystals – Look In My Eyes (Da Doo Ron Ron & Other Favorites (Digitally Remastered)) · Watch on YouTube

youtube_video 2kna1P1WFZg · row 2kna1P1WFZg

LAION-DISCO-12M

He's Sure the Boy I Love (Rerecorded)

Listed as The Crystals – He's Sure the Boy I Love (Rerecorded) (For the One I Love) · Watch on YouTube

youtube_video 2nf9qtZpN78 · row 2nf9qtZpN78

LAION-DISCO-12M

Da Doo Ron Ron (Re-Recorded - Sped Up)

Listed as The Crystals – Da Doo Ron Ron (Re-Recorded - Sped Up) (Da Doo Ron Ron (Re-Recorded - Sped Up)) · Watch on YouTube

youtube_video 2xM2VTjqx-k · row 2xM2VTjqx-k

LAION-DISCO-12M

The He Kissed Me

Listed as The Crystals – The He Kissed Me (16 Greatest Refreshed Recordings (Original Gusto Records Recordings)) · Watch on YouTube

youtube_video 3lGkXNU8ffM · row 3lGkXNU8ffM

LAION-DISCO-12M

Uptown (Live 1987 from Spring Break Reunion)

Listed as The Crystals – Uptown (Live 1987 from Spring Break Reunion) (Spring Break Reunion: The Rockin' Era'-live) · Watch on YouTube

youtube_video 7AMNWJlwWSg · row 7AMNWJlwWSg

LAION-DISCO-12M

Theres No Other Like My Baby (feat. La La Brooks)

Listed as The Crystals – Theres No Other Like My Baby (feat. La La Brooks) (He's a Rebel) · Watch on YouTube

youtube_video 8BELIaRpe10 · row 8BELIaRpe10

LAION-DISCO-12M

Parade of the Wooden Soldiers

Listed as The Crystals – Parade of the Wooden Soldiers (A Christmas Gift for You) · Watch on YouTube

youtube_video Ddtltg_gFeA · row Ddtltg_gFeA

LAION-DISCO-12M

He's Sure the Boy I Love (Live 1987 from Spring Break Reunion)

Listed as The Crystals – He's Sure the Boy I Love (Live 1987 from Spring Break Reunion) (Spring Break Reunion: The Rockin' Era'-live) · Watch on YouTube

youtube_video LmLdR-u7wu0 · row LmLdR-u7wu0

LAION-DISCO-12M

I Love You Eddie

Listed as The Crystals – I Love You Eddie (Da Doo Ron Ron & Other Favorites (Digitally Remastered)) · Watch on YouTube

youtube_video NbUkmMSc5p8 · row NbUkmMSc5p8

LAION-DISCO-12M

Uptown

Listed as The Crystals – Uptown (Da Doo Ron Ron & Other Favorites (Digitally Remastered)) · Watch on YouTube

youtube_video NpHKwS4GQyk · row NpHKwS4GQyk

LAION-DISCO-12M

Da Doo Ron Ron (Re-Recorded - Slowed + Reverb)

Listed as The Crystals – Da Doo Ron Ron (Re-Recorded - Slowed + Reverb) (Da Doo Ron Ron (Re-Recorded - Sped Up)) · Watch on YouTube

youtube_video NtZ3_qUl4CA · row NtZ3_qUl4CA

LAION-DISCO-12M

There's No Other Like My Baby

Listed as The Crystals – There's No Other Like My Baby (The Wall of Sound Hits) · Watch on YouTube

youtube_video OgLtLIruhRo · row OgLtLIruhRo

LAION-DISCO-12M

He's a Rebel

Listed as The Crystals – He's a Rebel (Going to a Go Go + More Smash Hits) · Watch on YouTube

youtube_video TWYvLC-TbYc · row TWYvLC-TbYc

LAION-DISCO-12M

Uptown

Listed as Crystals – Uptown (Doo-Wop Soul, Vol. 13) · Watch on YouTube

youtube_video Y4xNcKf3l44 · row Y4xNcKf3l44

LAION-DISCO-12M

He Hit Me (And It Felt Like a Kiss)

Listed as The Crystals – He Hit Me (And It Felt Like a Kiss) (The Wall of Sound Hits) · Watch on YouTube

youtube_video YqretNnWbLM · row YqretNnWbLM

LAION-DISCO-12M

Da Doo Ron Ron (Re-Recorded)

Listed as The Crystals – Da Doo Ron Ron (Re-Recorded) (Da Doo Ron Ron (Re-Recorded - Sped Up)) · Watch on YouTube

youtube_video aB3-qjvuh8Y · row aB3-qjvuh8Y

LAION-DISCO-12M

There's No Other (Like My Baby)

Listed as The Crystals – There's No Other (Like My Baby) (Da Doo Ron Ron & Other Favorites (Digitally Remastered)) · Watch on YouTube

youtube_video e2cX-WOJido · row e2cX-WOJido

LAION-DISCO-12M

I Love You Eddie (feat. La La Brooks)

Listed as The Crystals – I Love You Eddie (feat. La La Brooks) (He's a Rebel) · Watch on YouTube

youtube_video eDpu0GYScs4 · row eDpu0GYScs4

LAION-DISCO-12M

Mr. Brush

Listed as The Crystals – Mr. Brush (Dreams And Wishes b/w Mr. Brush) · Watch on YouTube

youtube_video gNTnBBTubQQ · row gNTnBBTubQQ

LAION-DISCO-12M

Vampire

Listed as The Crystals – Vampire (Halloween Playlist) · Watch on YouTube

youtube_video gXvgewOKlZ4 · row gXvgewOKlZ4

LAION-DISCO-12M

Mary Ellen

Listed as The Crystals – Mary Ellen (Say One For Me (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video g_o-quwAZhk · row g_o-quwAZhk

LAION-DISCO-12M

In The Morning

Listed as Crystals – In The Morning (Greatest Hits) · Watch on YouTube

youtube_video gmRy0dcs-44 · row gmRy0dcs-44

LAION-DISCO-12M

What a Nice Way to Turn Seventeen

Listed as The Crystals – What a Nice Way to Turn Seventeen (Throwback Summer Hits) · Watch on YouTube

youtube_video hCj6pt24ifk · row hCj6pt24ifk

LAION-DISCO-12M

Da Doo Ron Ron (feat. La La Brooks)

Listed as The Crystals – Da Doo Ron Ron (feat. La La Brooks) (He's a Rebel) · Watch on YouTube

youtube_video jtDE3M79p3s · row jtDE3M79p3s

LAION-DISCO-12M

Love You So

Listed as The Crystals – Love You So (Heavy Sugar: The Pure Essence of New Orleans R&B, Pt. 3) · Watch on YouTube

youtube_video lUPAwekJzJ4 · row lUPAwekJzJ4

LAION-DISCO-12M

Better Come Back to Me

Listed as The Crystals – Better Come Back to Me (Highscool Rock Teenage Bop, Vol. 6) · Watch on YouTube

youtube_video mO3lY9UJ12Q · row mO3lY9UJ12Q

LAION-DISCO-12M

Da Doo Ron Ron

Listed as The Crystals – Da Doo Ron Ron (Baila Rock) · Watch on YouTube

youtube_video orwCSlr3D6k · row orwCSlr3D6k

LAION-DISCO-12M

(Today I Met) The Boy I'm Gonna Marry

Listed as The Crystals – (Today I Met) The Boy I'm Gonna Marry ((Today I Met) The Boy I'm Gonna Marry) · Watch on YouTube

youtube_video pZUZHaY2B8M · row pZUZHaY2B8M

LAION-DISCO-12M

I Love My Baby

Listed as The Crystals – I Love My Baby (A Blast from the Past: Great Music of the 50s and 60s, Vol. 9) · Watch on YouTube

youtube_video rGxyE9QxMbY · row rGxyE9QxMbY

LAION-DISCO-12M

He's a Rebel

Listed as The Crystals – He's a Rebel (Rock n Roll Vol. 1) · Watch on YouTube

youtube_video s-H1yDC6u-8 · row s-H1yDC6u-8

LAION-DISCO-12M

Then She Kissed Me

Listed as The Crystals – Then She Kissed Me (Conspiracy of the Flowers) · Watch on YouTube

youtube_video u0kQKaAx5qI · row u0kQKaAx5qI

LAION-DISCO-12M

Mary Ellen

Listed as The Crystals – Mary Ellen (Buddies with the Blues) · Watch on YouTube

youtube_video uwg-J0ArNqw · row uwg-J0ArNqw

LAION-DISCO-12M

(Today I Met) The Boy I'm Gonna Marry (Instrumental)

Listed as The Crystals – (Today I Met) The Boy I'm Gonna Marry (Instrumental) ((Today I Met) The Boy I'm Gonna Marry (Instrumental)) · Watch on YouTube

youtube_video yRRcBZTgoP4 · row yRRcBZTgoP4

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.