Yes. Little Mix has 158 songs listed in a dataset used to train AI music models.

Used for training 158

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 Break Up Song (Sped Up), They Just Don't Know You, Love Me Like You (7th Heaven Remix)

Listed under the artist name 158 songs in LAION-DISCO-12M

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

Break Up Song (Sped Up)

Listed as Little Mix – Break Up Song (Sped Up) (Between Us) · Watch on YouTube

youtube_video -8DBXpCBh6w · row -8DBXpCBh6w

LAION-DISCO-12M

They Just Don't Know You

Listed as Little Mix – They Just Don't Know You (Salute (Expanded Edition)) · Watch on YouTube

youtube_video -Lei49wAWZ0 · row -Lei49wAWZ0

LAION-DISCO-12M

Love Me Like You (7th Heaven Remix)

Listed as Little Mix – Love Me Like You (7th Heaven Remix) (Get Weird - Rarities & Remixes) · Watch on YouTube

youtube_video 1ikLUdDTyoQ · row 1ikLUdDTyoQ

LAION-DISCO-12M

Mr Loverboy

Listed as Little Mix – Mr Loverboy (Salute (Expanded Edition)) · Watch on YouTube

youtube_video 23v7aW9lW_Y · row 23v7aW9lW_Y

LAION-DISCO-12M

Shout Out to My Ex (Acoustic)

Listed as Little Mix – Shout Out to My Ex (Acoustic) (Glory Days - EP) · Watch on YouTube

youtube_video 40n4Lpa-PI4 · row 40n4Lpa-PI4

LAION-DISCO-12M

Stereo Soldier

Listed as Little Mix – Stereo Soldier (DNA (Expanded Edition)) · Watch on YouTube

youtube_video 5sOBZziIC5I · row 5sOBZziIC5I

LAION-DISCO-12M

Woman Like Me (Banx & Ranx Remix)

Listed as Little Mix – Woman Like Me (Banx & Ranx Remix) (LM5 - EP) · Watch on YouTube

youtube_video 8U62kjZ2RR0 · row 8U62kjZ2RR0

LAION-DISCO-12M

Dear Lover

Listed as Little Mix – Dear Lover (Glory Days (Expanded Edition)) · Watch on YouTube

youtube_video A37ht33kTuc · row A37ht33kTuc

LAION-DISCO-12M

Case Closed

Listed as Little Mix – Case Closed (DNA (Expanded Edition)) · Watch on YouTube

youtube_video Br9FABxXDRU · row Br9FABxXDRU

LAION-DISCO-12M

Make You Believe

Listed as Little Mix – Make You Believe (DNA (Expanded Edition)) · Watch on YouTube

youtube_video F3oO7JsE5iU · row F3oO7JsE5iU

LAION-DISCO-12M

Love Drunk

Listed as Little Mix – Love Drunk (DNA (Expanded Edition)) · Watch on YouTube

youtube_video FkBQqtugQq4 · row FkBQqtugQq4

LAION-DISCO-12M

Break Up Song (Acoustic Version)

Listed as Little Mix – Break Up Song (Acoustic Version) (Confetti (Expanded Edition)) · Watch on YouTube

youtube_video HVaJWuyd9PI · row HVaJWuyd9PI

LAION-DISCO-12M

Madhouse

Listed as Little Mix – Madhouse (DNA (Expanded Edition)) · Watch on YouTube

youtube_video IM6014eoVQM · row IM6014eoVQM

LAION-DISCO-12M

Little Me (Unplugged)

Listed as Little Mix – Little Me (Unplugged) (Salute (Expanded Edition)) · Watch on YouTube

youtube_video IihrV8f9P1c · row IihrV8f9P1c

LAION-DISCO-12M

OMG

Listed as Little Mix – OMG (Get Weird (Expanded Edition)) · Watch on YouTube

youtube_video J2Lb7Mg3bjI · row J2Lb7Mg3bjI

LAION-DISCO-12M

I Won't

Listed as Little Mix – I Won't (Get Weird (Expanded Edition)) · Watch on YouTube

youtube_video JAvEt-NSYWI · row JAvEt-NSYWI

LAION-DISCO-12M

The Cure (Stripped)

Listed as Little Mix – The Cure (Stripped) (LM5 (Expanded Edition)) · Watch on YouTube

youtube_video JExTfQS5N2c · row JExTfQS5N2c

LAION-DISCO-12M

Red Planet (feat. T-Boz)

Listed as Little Mix – Red Planet (feat. T-Boz) (DNA (Expanded Edition)) · Watch on YouTube

youtube_video JZmhNMZA7qM · row JZmhNMZA7qM

LAION-DISCO-12M

These Four Walls

Listed as Little Mix – These Four Walls (Salute (Expanded Edition)) · Watch on YouTube

youtube_video JcCn0nqIneA · row JcCn0nqIneA

LAION-DISCO-12M

Turn Your Face

Listed as Little Mix – Turn Your Face (DNA (Expanded Edition)) · Watch on YouTube

youtube_video JtG1GYOQThU · row JtG1GYOQThU

LAION-DISCO-12M

Holiday (Sped Up)

Listed as Little Mix – Holiday (Sped Up) (Between Us) · Watch on YouTube

youtube_video L5MpTwOjGEY · row L5MpTwOjGEY

LAION-DISCO-12M

Wasabi (Sped Up)

Listed as Little Mix – Wasabi (Sped Up) (Between Us) · Watch on YouTube

youtube_video P62sT71o0G4 · row P62sT71o0G4

LAION-DISCO-12M

No (Galantis Remix)

Listed as Little Mix – No (Galantis Remix) (Between Us (The Experience)) · Watch on YouTube

youtube_video P7tijvnoQv0 · row P7tijvnoQv0

LAION-DISCO-12M

Only You (Acoustic)

Listed as Little Mix – Only You (Acoustic) (LM5 - EP) · Watch on YouTube

youtube_video QhQJUJJtgrk · row QhQJUJJtgrk

LAION-DISCO-12M

Sweet Melody (Acoustic Version)

Listed as Little Mix – Sweet Melody (Acoustic Version) (Confetti (Expanded Edition)) · Watch on YouTube

youtube_video RRDZ3Xs5TA4 · row RRDZ3Xs5TA4

LAION-DISCO-12M

No More Sad Songs (Acoustic Version)

Listed as Little Mix – No More Sad Songs (Acoustic Version) (Glory Days - EP) · Watch on YouTube

youtube_video SjSuYbr4e90 · row SjSuYbr4e90

LAION-DISCO-12M

DNA (Unplugged)

Listed as Little Mix – DNA (Unplugged) (DNA (Expanded Edition)) · Watch on YouTube

youtube_video U2RS8qYPhOg · row U2RS8qYPhOg

LAION-DISCO-12M

My Love Won't Let You Down

Listed as Little Mix – My Love Won't Let You Down (Confetti) · Watch on YouTube

youtube_video UV9oCbxKotQ · row UV9oCbxKotQ

LAION-DISCO-12M

The National Manthem

Listed as Little Mix – The National Manthem (LM5 (Expanded Edition)) · Watch on YouTube

youtube_video YZnqwC2SXKM · row YZnqwC2SXKM

LAION-DISCO-12M

Shout Out to My Ex (Sped Up)

Listed as Little Mix – Shout Out to My Ex (Sped Up) (Between Us) · Watch on YouTube

youtube_video _ImRj6hRyDw · row _ImRj6hRyDw

LAION-DISCO-12M

We Are Young (Acoustic)

Listed as Little Mix – We Are Young (Acoustic) (DNA (Expanded Edition)) · Watch on YouTube

youtube_video aIZA8HaPq7E · row aIZA8HaPq7E

LAION-DISCO-12M

Sweet Melody (PS1 Remix)

Listed as Little Mix – Sweet Melody (PS1 Remix) (Confetti (Expanded Edition)) · Watch on YouTube

youtube_video aPIOG2s8Oz0 · row aPIOG2s8Oz0

LAION-DISCO-12M

A.D.I.D.A.S.

Listed as Little Mix – A.D.I.D.A.S. (Get Weird (Expanded Edition)) · Watch on YouTube

youtube_video aQv3Pklt750 · row aQv3Pklt750

LAION-DISCO-12M

Nothing Feels Like You

Listed as Little Mix – Nothing Feels Like You (Salute (Expanded Edition)) · Watch on YouTube

youtube_video aUDT3IJo738 · row aUDT3IJo738

LAION-DISCO-12M

Going Nowhere

Listed as Little Mix – Going Nowhere (DNA (Expanded Edition)) · Watch on YouTube

youtube_video eHKJML9LmVw · row eHKJML9LmVw

LAION-DISCO-12M

Hair (Wideboys Remix) (feat. Sean Paul)

Listed as Little Mix – Hair (Wideboys Remix) (feat. Sean Paul) (Get Weird (Expanded Edition)) · Watch on YouTube

youtube_video iu1BSF_wBdM · row iu1BSF_wBdM

LAION-DISCO-12M

Wings (Sped Up)

Listed as Little Mix – Wings (Sped Up) (Between Us) · Watch on YouTube

youtube_video lEHgTjfuZ4Y · row lEHgTjfuZ4Y

LAION-DISCO-12M

Secret Love Song, Pt. II (Sped Up)

Listed as Little Mix – Secret Love Song, Pt. II (Sped Up) (Between Us) · Watch on YouTube

youtube_video lXMD5lap6XQ · row lXMD5lap6XQ

LAION-DISCO-12M

The End

Listed as Little Mix – The End (Get Weird (Expanded Edition)) · Watch on YouTube

youtube_video m7__M4mZzmk · row m7__M4mZzmk

LAION-DISCO-12M

The Beginning

Listed as Little Mix – The Beginning (Get Weird (Expanded Edition)) · Watch on YouTube

youtube_video mg3TNbN3oBg · row mg3TNbN3oBg

LAION-DISCO-12M

Touch (Acoustic)

Listed as Little Mix – Touch (Acoustic) (Glory Days - EP) · Watch on YouTube

youtube_video nWW41MTxQW8 · row nWW41MTxQW8

LAION-DISCO-12M

Stand Down

Listed as Little Mix – Stand Down (Salute (Expanded Edition)) · Watch on YouTube

youtube_video pOzqWJXme_k · row pOzqWJXme_k

LAION-DISCO-12M

We Are Who We Are

Listed as Little Mix – We Are Who We Are (DNA (Expanded Edition)) · Watch on YouTube

youtube_video rCUK9T3q-68 · row rCUK9T3q-68

LAION-DISCO-12M

Touch (Sped Up)

Listed as Little Mix – Touch (Sped Up) (Between Us) · Watch on YouTube

youtube_video sZZz0190SUc · row sZZz0190SUc

LAION-DISCO-12M

Black Magic (Cahill Remix)

Listed as Little Mix – Black Magic (Cahill Remix) (Get Weird - Rarities & Remixes) · Watch on YouTube

youtube_video uS2m5HAF51w · row uS2m5HAF51w

LAION-DISCO-12M

See Me Now

Listed as Little Mix – See Me Now (Salute (Expanded Edition)) · Watch on YouTube

youtube_video uYOdRLRJ_gs · row uYOdRLRJ_gs

LAION-DISCO-12M

Clued Up

Listed as Little Mix – Clued Up (Get Weird (Expanded Edition)) · Watch on YouTube

youtube_video uZdMkoUZ9J4 · row uZdMkoUZ9J4

LAION-DISCO-12M

Wings (The Alias Club Mix)

Listed as Little Mix – Wings (The Alias Club Mix) (DNA (Expanded Edition)) · Watch on YouTube

youtube_video vq8Nwy2bAhQ · row vq8Nwy2bAhQ

LAION-DISCO-12M

Break Up Song (Steve Void Remix)

Listed as Little Mix – Break Up Song (Steve Void Remix) (Confetti (Expanded Edition)) · Watch on YouTube

youtube_video wX4k-4XQJdg · row wX4k-4XQJdg

LAION-DISCO-12M

Little Me (Steve Smart & Westfunk Radio Edit)

Listed as Little Mix – Little Me (Steve Smart & Westfunk Radio Edit) (Little Me (Remixes)) · Watch on YouTube

youtube_video z3Nu-2i1tNw · row z3Nu-2i1tNw

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.