Yes. The Turtles has 148 songs listed in a dataset used to train AI music models.

Used for training 148

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 On a Summer's Day (Unissued Single), Food, How You Loved Me

Listed under the artist name 148 songs in LAION-DISCO-12M

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

On a Summer's Day (Unissued Single)

Listed as The Turtles – On a Summer's Day (Unissued Single) (All the Singles) · Watch on YouTube

youtube_video -vumyGwbjC0 · row -vumyGwbjC0

LAION-DISCO-12M

Food

Listed as The Turtles – Food (The Turtles Present The Battle of the Bands) · Watch on YouTube

youtube_video 016vVOR50mI · row 016vVOR50mI

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How You Loved Me

Listed as The Turtles – How You Loved Me (Turtle Soup) · Watch on YouTube

youtube_video 1b7kcb2RYfQ · row 1b7kcb2RYfQ

LAION-DISCO-12M

If We Only Had The Time (From Shell Shock)

Listed as The Turtles – If We Only Had The Time (From Shell Shock) (Turtle Soup) · Watch on YouTube

youtube_video 2jcQAYcJKc0 · row 2jcQAYcJKc0

LAION-DISCO-12M

Like the Seasons (Mono)

Listed as The Turtles – Like the Seasons (Mono) (Happy Together (Deluxe Version)) · Watch on YouTube

youtube_video 8gvvZH2dy-E · row 8gvvZH2dy-E

LAION-DISCO-12M

John & Julie

Listed as The Turtles – John & Julie (Turtle Soup (Deluxe Version)) · Watch on YouTube

youtube_video AUuMRFv8YIw · row AUuMRFv8YIw

LAION-DISCO-12M

Ain't Gonna Party No More

Listed as The Turtles – Ain't Gonna Party No More (Wooden Head) · Watch on YouTube

youtube_video Cv6DO3LlRdo · row Cv6DO3LlRdo

LAION-DISCO-12M

Oh, Daddy

Listed as The Turtles – Oh, Daddy (The Turtles Present The Battle of the Bands) · Watch on YouTube

youtube_video E23EeakjG2A · row E23EeakjG2A

LAION-DISCO-12M

Person Without A Care

Listed as The Turtles – Person Without A Care (Happy Together) · Watch on YouTube

youtube_video Fv0ro02crGA · row Fv0ro02crGA

LAION-DISCO-12M

Too Much Heartsick Feeling

Listed as The Turtles – Too Much Heartsick Feeling (The Turtles Present The Battle of the Bands) · Watch on YouTube

youtube_video GOAmvgVXcdE · row GOAmvgVXcdE

LAION-DISCO-12M

The Last Thing I Remember

Listed as The Turtles – The Last Thing I Remember (The Turtles Present The Battle of the Bands) · Watch on YouTube

youtube_video HMfD9kkLkjQ · row HMfD9kkLkjQ

LAION-DISCO-12M

Come Back

Listed as The Turtles – Come Back (All the Singles) · Watch on YouTube

youtube_video IriKLcKTdkE · row IriKLcKTdkE

LAION-DISCO-12M

Let the Cold Winds Blow

Listed as The Turtles – Let the Cold Winds Blow (It Ain't Me Babe (Deluxe Version)) · Watch on YouTube

youtube_video JJLHnbr8IHs · row JJLHnbr8IHs

LAION-DISCO-12M

Chicken Little Was Right (Single Version)

Listed as The Turtles – Chicken Little Was Right (Single Version) (The Battle of the Bands (Deluxe Version)) · Watch on YouTube

youtube_video LPQBYZGUxns · row LPQBYZGUxns

LAION-DISCO-12M

The Owl

Listed as The Turtles – The Owl (The Battle of the Bands (Deluxe Version)) · Watch on YouTube

youtube_video OrGM2nEEq44 · row OrGM2nEEq44

LAION-DISCO-12M

I Can't Stop

Listed as The Turtles – I Can't Stop (Wooden Head) · Watch on YouTube

youtube_video QVQH_y-3Iqc · row QVQH_y-3Iqc

LAION-DISCO-12M

Hot Little Hands

Listed as The Turtles – Hot Little Hands (Turtle Soup (Deluxe Version)) · Watch on YouTube

youtube_video QePp9HXBWUo · row QePp9HXBWUo

LAION-DISCO-12M

Dance This Dance

Listed as The Turtles – Dance This Dance (Turtle Soup) · Watch on YouTube

youtube_video Qgf7b7OY_8g · row Qgf7b7OY_8g

LAION-DISCO-12M

Glitter and Gold

Listed as The Turtles – Glitter and Gold (It Ain't Me Babe (Deluxe Version)) · Watch on YouTube

youtube_video Qw_wC2TJuQ0 · row Qw_wC2TJuQ0

LAION-DISCO-12M

We'll Meet Again (Single Version)

Listed as The Turtles – We'll Meet Again (Single Version) (It Ain't Me Babe) · Watch on YouTube

youtube_video TWhNFAxXcHQ · row TWhNFAxXcHQ

LAION-DISCO-12M

Down In Surburbia (Mono)

Listed as The Turtles – Down In Surburbia (Mono) (You Baby / Let Me Be) · Watch on YouTube

youtube_video UPG1SVzz8GE · row UPG1SVzz8GE

LAION-DISCO-12M

Can't You Hear the Cows

Listed as The Turtles – Can't You Hear the Cows (All the Singles) · Watch on YouTube

youtube_video UmbN-7A6Re4 · row UmbN-7A6Re4

LAION-DISCO-12M

Come Over

Listed as The Turtles – Come Over (Turtle Soup (Deluxe Version)) · Watch on YouTube

youtube_video WUiBAVC861I · row WUiBAVC861I

LAION-DISCO-12M

Chicken Little Was Right

Listed as The Turtles – Chicken Little Was Right (The Turtles Present The Battle of the Bands) · Watch on YouTube

youtube_video X3UwT2nLqaE · row X3UwT2nLqaE

LAION-DISCO-12M

Christmas Is My Time of Year (As "The Christmas Spirit")

Listed as The Turtles – Christmas Is My Time of Year (As "The Christmas Spirit") (All the Singles) · Watch on YouTube

youtube_video XEcd0OAPcpU · row XEcd0OAPcpU

LAION-DISCO-12M

Cat In The Window

Listed as The Turtles – Cat In The Window (Wooden Head) · Watch on YouTube

youtube_video Zujai7joIvo · row Zujai7joIvo

LAION-DISCO-12M

House on the Hill

Listed as The Turtles – House on the Hill (Turtle Soup (Deluxe Version)) · Watch on YouTube

youtube_video aRVqlj3yw_s · row aRVqlj3yw_s

LAION-DISCO-12M

She'll Come Back

Listed as The Turtles – She'll Come Back (Wooden Head) · Watch on YouTube

youtube_video cRug3Dx1VhA · row cRug3Dx1VhA

LAION-DISCO-12M

House of Pain

Listed as The Turtles – House of Pain (You Baby (Deluxe Version)) · Watch on YouTube

youtube_video cpbEW3n0yl8 · row cpbEW3n0yl8

LAION-DISCO-12M

Torn Between Temptations

Listed as The Turtles – Torn Between Temptations (Turtle Soup (Deluxe Version)) · Watch on YouTube

youtube_video dhHWQjH6e-w · row dhHWQjH6e-w

LAION-DISCO-12M

Honey Rider

Listed as The Turtles – Honey Rider (PAISLEY POP) · Watch on YouTube

youtube_video ejyMYQCl9SM · row ejyMYQCl9SM

LAION-DISCO-12M

Umbassa the Dragon

Listed as The Turtles – Umbassa the Dragon (The Battle of the Bands (Deluxe Version)) · Watch on YouTube

youtube_video iFOu6rsFK08 · row iFOu6rsFK08

LAION-DISCO-12M

Give Love a Trial

Listed as The Turtles – Give Love a Trial (You Baby (Deluxe Version)) · Watch on YouTube

youtube_video ii_Du2xm8dI · row ii_Du2xm8dI

LAION-DISCO-12M

Bachelor Mother

Listed as The Turtles – Bachelor Mother (Turtle Soup (Deluxe Version)) · Watch on YouTube

youtube_video jVHFudM5AEQ · row jVHFudM5AEQ

LAION-DISCO-12M

I Get Out Of Breath

Listed as The Turtles – I Get Out Of Breath (Wooden Head) · Watch on YouTube

youtube_video jYXmmhXNgP4 · row jYXmmhXNgP4

LAION-DISCO-12M

Chevrolet Camaro Commercial

Listed as The Turtles – Chevrolet Camaro Commercial (Save the Turtles: the Turtles Greatest Hits) · Watch on YouTube

youtube_video lLWuu2L_qZo · row lLWuu2L_qZo

LAION-DISCO-12M

To See the Sun

Listed as The Turtles – To See the Sun (The Battle of the Bands (Deluxe Version)) · Watch on YouTube

youtube_video n8VNJKo7UMk · row n8VNJKo7UMk

LAION-DISCO-12M

Love Minus Zero

Listed as The Turtles – Love Minus Zero (It Ain't Me Babe (Deluxe Version)) · Watch on YouTube

youtube_video ofJqmWOPv4o · row ofJqmWOPv4o

LAION-DISCO-12M

Just a Room

Listed as The Turtles – Just a Room (You Baby (Deluxe Version)) · Watch on YouTube

youtube_video qTPB9MabQfQ · row qTPB9MabQfQ

LAION-DISCO-12M

ガールフレンド - Girl Friend

Listed as The Turtles – ガールフレンド - Girl Friend (four Sale) · Watch on YouTube

youtube_video qXuBEv6dL9s · row qXuBEv6dL9s

LAION-DISCO-12M

Last Laugh

Listed as The Turtles – Last Laugh (It Ain't Me Babe (Deluxe Version)) · Watch on YouTube

youtube_video qdiaG570sMk · row qdiaG570sMk

LAION-DISCO-12M

Goodbye Surprise

Listed as The Turtles – Goodbye Surprise (Turtle Soup (Deluxe Version)) · Watch on YouTube

youtube_video qeuYDIMDHAY · row qeuYDIMDHAY

LAION-DISCO-12M

Earth Anthem

Listed as The Turtles – Earth Anthem (The Turtles Present The Battle of the Bands) · Watch on YouTube

youtube_video sR6_nJK47pU · row sR6_nJK47pU

LAION-DISCO-12M

I Know That You'll Be There

Listed as The Turtles – I Know That You'll Be There (You Baby (Deluxe Version)) · Watch on YouTube

youtube_video scwcO3Asil4 · row scwcO3Asil4

LAION-DISCO-12M

It Was a Very Good Year (Mono)

Listed as The Turtles – It Was a Very Good Year (Mono) (It Ain't Me Babe (Deluxe Version)) · Watch on YouTube

youtube_video t-FnD89hbqw · row t-FnD89hbqw

LAION-DISCO-12M

She Always Leaves Me Laughing

Listed as The Turtles – She Always Leaves Me Laughing (Turtle Soup (Deluxe Version)) · Watch on YouTube

youtube_video tTwC5ItK_SI · row tTwC5ItK_SI

LAION-DISCO-12M

I Need Someone

Listed as The Turtles – I Need Someone (You Baby (Deluxe Version)) · Watch on YouTube

youtube_video tXHQ8eRTass · row tXHQ8eRTass

LAION-DISCO-12M

All My Problems

Listed as The Turtles – All My Problems (You Baby (Deluxe Version)) · Watch on YouTube

youtube_video v4CcgY5b3lo · row v4CcgY5b3lo

LAION-DISCO-12M

Turtle Power (Theme From "Teenage Mutant Ninja Turtles")

Listed as The Turtles – Turtle Power (Theme From "Teenage Mutant Ninja Turtles") (Music You Heard in Movies) · Watch on YouTube

youtube_video vjGVxeDE9pw · row vjGVxeDE9pw

LAION-DISCO-12M

Somewhere Friday Night

Listed as The Turtles – Somewhere Friday Night (Turtle Soup (Deluxe Version)) · Watch on YouTube

youtube_video vplhw0-CRkc · row vplhw0-CRkc

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.