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 Walkin' Along (La La La) [Bonus Track], He's A Rebel, Then He Kissed Me (Re-Recorded - Slowed Down)

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.

Walkin' Along (La La La) [Bonus Track]

Listed as The Crystals – Walkin' Along (La La La) [Bonus Track] (Twist Uptown (Bonus Track Version)) · Watch on YouTube

youtube_video --gRFBKsDqQ · row --gRFBKsDqQ

LAION-DISCO-12M

He's A Rebel

Listed as The Crystals – He's A Rebel (Da Doo Ron Ron & Other Favorites (Digitally Remastered)) · Watch on YouTube

youtube_video 0YJFVYbAGX8 · row 0YJFVYbAGX8

LAION-DISCO-12M

Then He Kissed Me (Re-Recorded - Slowed Down)

Listed as The Crystals – Then He Kissed Me (Re-Recorded - Slowed Down) (Then He Kissed Me (Re-Recorded - Sped Up)) · Watch on YouTube

youtube_video 4zRa0GwOyVk · row 4zRa0GwOyVk

LAION-DISCO-12M

Gee Whiz Look at His Eyes (Twist)

Listed as The Crystals – Gee Whiz Look at His Eyes (Twist) (Twist Uptown) · Watch on YouTube

youtube_video 5abZNASwd3Q · row 5abZNASwd3Q

LAION-DISCO-12M

There's No Other Like My Baby (Rerecorded)

Listed as The Crystals – There's No Other Like My Baby (Rerecorded) (The Crystals) · Watch on YouTube

youtube_video 7t_Y7YMDYLU · row 7t_Y7YMDYLU

LAION-DISCO-12M

Woman In Love (With You)

Listed as The Crystals – Woman In Love (With You) (Da Doo Ron Ron: The Very Best of The Crystals) · Watch on YouTube

youtube_video DQ0oD_bjKDs · row DQ0oD_bjKDs

LAION-DISCO-12M

He's a Rebel

Listed as The Crystals – He's a Rebel (Phil Spector: The Wall of Sound of the 1960s) · Watch on YouTube

youtube_video FA6BTAKNyAg · row FA6BTAKNyAg

LAION-DISCO-12M

When The Right Boy Comes Along

Listed as Crystals – When The Right Boy Comes Along (Greatest Hits) · Watch on YouTube

youtube_video FWk3GiMe1cU · row FWk3GiMe1cU

LAION-DISCO-12M

Woman in Love (With You)

Listed as The Crystals – Woman in Love (With You) (Unforgettable Legends) · Watch on YouTube

youtube_video G9FnsMQIUJQ · row G9FnsMQIUJQ

LAION-DISCO-12M

Little Boy

Listed as The Crystals – Little Boy (Greatest Aged Songs, Vol. 5) · Watch on YouTube

youtube_video HkBMgWuH5es · row HkBMgWuH5es

LAION-DISCO-12M

Da Doo Ron Ron

Listed as The Crystals – Da Doo Ron Ron (Party Night, Vol. 2) · Watch on YouTube

youtube_video HnZzIzZXwvA · row HnZzIzZXwvA

LAION-DISCO-12M

Dreams And Wishes

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

youtube_video IcNks7LHC2E · row IcNks7LHC2E

LAION-DISCO-12M

(Let's Dance) The Screw - Part 2

Listed as The Crystals – (Let's Dance) The Screw - Part 2 (The Best of Vintage Radio Vol.3) · Watch on YouTube

youtube_video IexxOeZQiUM · row IexxOeZQiUM

LAION-DISCO-12M

He's A Rebel

Listed as The Crystals – He's A Rebel (Encyclopedia Of The 60's - Vol. 1 - CD 2) · Watch on YouTube

youtube_video NXVkRhUh1nQ · row NXVkRhUh1nQ

LAION-DISCO-12M

Da Doo Ron Ron

Listed as The Crystals – Da Doo Ron Ron (The Great Rock n Roll Legends Vol. 2) · Watch on YouTube

youtube_video RWf8q9VhuSE · row RWf8q9VhuSE

LAION-DISCO-12M

Then He Kissed Me

Listed as The Crystals – Then He Kissed Me (Da Doo Ron Ron & Other Favorites (Digitally Remastered)) · Watch on YouTube

youtube_video RhInaCniLGA · row RhInaCniLGA

LAION-DISCO-12M

I Do Believe

Listed as The Crystals – I Do Believe (The Shirelles & The Evolution Of The Girl Group Sound) · Watch on YouTube

youtube_video TATBwcdWARo · row TATBwcdWARo

LAION-DISCO-12M

The Screw

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

youtube_video TvfxT8vlkZ8 · row TvfxT8vlkZ8

LAION-DISCO-12M

Then He Kissed Me (Re-Recorded - Sped Up)

Listed as The Crystals – Then He Kissed Me (Re-Recorded - Sped Up) (Then He Kissed Me (Re-Recorded - Sped Up)) · Watch on YouTube

youtube_video Uu4P8XwzyVE · row Uu4P8XwzyVE

LAION-DISCO-12M

Then He Kissed Me (Re-Recorded)

Listed as The Crystals – Then He Kissed Me (Re-Recorded) (Then He Kissed Me (Re-Recorded - Sped Up)) · Watch on YouTube

youtube_video VL65thZWBgc · row VL65thZWBgc

LAION-DISCO-12M

Then He Kissed Me (Re-Recorded - Instrumental)

Listed as The Crystals – Then He Kissed Me (Re-Recorded - Instrumental) (Then He Kissed Me (Re-Recorded - Sped Up)) · Watch on YouTube

youtube_video X9CxUDYNfw0 · row X9CxUDYNfw0

LAION-DISCO-12M

Please Hurt Me

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

youtube_video XNzt3kcEl0w · row XNzt3kcEl0w

LAION-DISCO-12M

Da Doo Ron Ron (Re-Recorded - Instrumental)

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

youtube_video XwXXz1Q_pU0 · row XwXXz1Q_pU0

LAION-DISCO-12M

Da Doo Ron Ron (When He Walked Me Home)

Listed as The Crystals – Da Doo Ron Ron (When He Walked Me Home) (Da Doo Ron Ron & Other Favorites (Digitally Remastered)) · Watch on YouTube

youtube_video Z8PKxaEe_9Y · row Z8PKxaEe_9Y

LAION-DISCO-12M

He's A Rebel

Listed as The Crystals – He's A Rebel (Chapel Of Love EP) · Watch on YouTube

youtube_video Zr8rK4s5x1Y · row Zr8rK4s5x1Y

LAION-DISCO-12M

Squeeze Me Baby

Listed as The Crystals – Squeeze Me Baby (Rare Doo Wop, Vol. 4) · Watch on YouTube

youtube_video ZsHsAYYOcbA · row ZsHsAYYOcbA

LAION-DISCO-12M

There's No Other (Like My Baby) (Rerecorded)

Listed as The Crystals – There's No Other (Like My Baby) (Rerecorded) (Girls Girls Girls) · Watch on YouTube

youtube_video _fzZX3s8KOc · row _fzZX3s8KOc

LAION-DISCO-12M

Uptown (Rerecorded)

Listed as The Crystals – Uptown (Rerecorded) (The Crystals) · Watch on YouTube

youtube_video aAFbm8IesJM · row aAFbm8IesJM

LAION-DISCO-12M

The Mummy's Bracelet

Listed as Deane Hawley, The Crystals – The Mummy's Bracelet (Monster Creatures Vol. 2) · Watch on YouTube

youtube_video aCbm_lsLLTE · row aCbm_lsLLTE

LAION-DISCO-12M

Misty Blue (Rerecorded)

Listed as The Crystals – Misty Blue (Rerecorded) (The Crystals) · Watch on YouTube

youtube_video bAy53UEdXjE · row bAy53UEdXjE

LAION-DISCO-12M

My Place

Listed as The Crystals – My Place (The 25 best songs) · Watch on YouTube

youtube_video bJ9l--Beau4 · row bJ9l--Beau4

LAION-DISCO-12M

Hot Pastrami

Listed as The Crystals – Hot Pastrami (The Crystals Sing the Greatst Hits, Vol. 1 (Original Album Plus Bonus Tracks)) · Watch on YouTube

youtube_video dkGZbwFOxoo · row dkGZbwFOxoo

LAION-DISCO-12M

Brother Julius

Listed as The Crystals – Brother Julius (He's a Rebel) · Watch on YouTube

youtube_video ebUZ4Xy_0aQ · row ebUZ4Xy_0aQ

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 (Da Doo Ron Ron & Other Favorites (Digitally Remastered)) · Watch on YouTube

youtube_video fjmd3sXRQWc · row fjmd3sXRQWc

LAION-DISCO-12M

You can't tie a good girl down

Listed as The Crystals – You can't tie a good girl down (The 25 best songs) · Watch on YouTube

youtube_video fqYPQbrXj1k · row fqYPQbrXj1k

LAION-DISCO-12M

Come To Me Darling

Listed as The Crystals – Come To Me Darling (Doo-Wop From Apollo, Vol. 2) · Watch on YouTube

youtube_video n028xg2Q9rI · row n028xg2Q9rI

LAION-DISCO-12M

Da Doo Ron Ron

Listed as The Crystals – Da Doo Ron Ron (Good Old Rock 'n' Roll - Volume 1) · Watch on YouTube

youtube_video n6SZPDXAE9Y · row n6SZPDXAE9Y

LAION-DISCO-12M

He's A Rebel

Listed as The Crystals – He's A Rebel (20 Greatest Hits: 1961) · Watch on YouTube

youtube_video nXrkCkqiea8 · row nXrkCkqiea8

LAION-DISCO-12M

All Grown Up

Listed as Crystals – All Grown Up (Greatest Hits) · Watch on YouTube

youtube_video nrWSMi2e7Ss · row nrWSMi2e7Ss

LAION-DISCO-12M

Git' It

Listed as The Crystals – Git' It (The 25 best songs) · Watch on YouTube

youtube_video p8BnpdLXzhM · row p8BnpdLXzhM

LAION-DISCO-12M

Are You Trying to Get Rid of Me Baby?

Listed as The Crystals – Are You Trying to Get Rid of Me Baby? (Talcum Soul 5) · Watch on YouTube

youtube_video qNsWjgxUDcc · row qNsWjgxUDcc

LAION-DISCO-12M

I Wonder (Rerecorded)

Listed as The Crystals – I Wonder (Rerecorded) (The Crystals) · Watch on YouTube

youtube_video qs82ap7STPk · row qs82ap7STPk

LAION-DISCO-12M

Uptown

Listed as The Crystals – Uptown (Love Songs, Vol. 2) · Watch on YouTube

youtube_video sM1X1kwEYyU · row sM1X1kwEYyU

LAION-DISCO-12M

He's a Rebel (Live)

Listed as The Crystals – He's a Rebel (Live) (The Crystals - In Concert at Little Darlin's Rock 'n' Roll Palace (Live)) · Watch on YouTube

youtube_video sukakiXLpVg · row sukakiXLpVg

LAION-DISCO-12M

Rescue Me (Rerecorded)

Listed as The Crystals – Rescue Me (Rerecorded) (The Crystals) · Watch on YouTube

youtube_video tMiYGMaiPog · row tMiYGMaiPog

LAION-DISCO-12M

He's Sure the Boy I Love

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

youtube_video uUplM3wAenE · row uUplM3wAenE

LAION-DISCO-12M

He's Sure the Boy I Love (Rerecorded)

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

youtube_video x_ZL5c4JwLw · row x_ZL5c4JwLw

LAION-DISCO-12M

Da Doo Ron Ron (Live)

Listed as The Crystals – Da Doo Ron Ron (Live) (The Crystals - In Concert at Little Darlin's Rock 'n' Roll Palace (Live)) · Watch on YouTube

youtube_video xrWqPyhEc6Q · row xrWqPyhEc6Q

LAION-DISCO-12M

God Only Knows

Listed as The Crystals – God Only Knows (King Vocal Groups - Ooh Bop Sha Boo) · Watch on YouTube

youtube_video y6FpcBNWGoo · row y6FpcBNWGoo

LAION-DISCO-12M

Dah Do Ron Ron (Live 1987 from Spring Break Reunion)

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

youtube_video z9dCbF7ydZE · row z9dCbF7ydZE

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.