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 Heartbreak Anthem (East & Young Remix), Love Me or Leave Me, How Ya Doin'? (feat. Missy Elliott)

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.

Heartbreak Anthem (East & Young Remix)

Listed as Galantis, David Guetta, Little Mix – Heartbreak Anthem (East & Young Remix) (Heartbreak Anthem (Remixes)) · Watch on YouTube

youtube_video -IivbHkHSBg · row -IivbHkHSBg

LAION-DISCO-12M

Love Me or Leave Me

Listed as Little Mix – Love Me or Leave Me (Get Weird (Expanded Edition)) · Watch on YouTube

youtube_video 2_1FKAjbGYk · row 2_1FKAjbGYk

LAION-DISCO-12M

How Ya Doin'? (feat. Missy Elliott)

Listed as Little Mix – How Ya Doin'? (feat. Missy Elliott) (DNA (Expanded Edition)) · Watch on YouTube

youtube_video 3dFtKlB-eJw · row 3dFtKlB-eJw

LAION-DISCO-12M

Hair (feat. Sean Paul)

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

youtube_video 40w2W3YQ_kw · row 40w2W3YQ_kw

LAION-DISCO-12M

Salute

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

youtube_video 45tAKW8IFV4 · row 45tAKW8IFV4

LAION-DISCO-12M

Power

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

youtube_video 4TGCTzdJKhc · row 4TGCTzdJKhc

LAION-DISCO-12M

Break Up Song

Listed as Little Mix – Break Up Song (Confetti) · Watch on YouTube

youtube_video 4hOAE2VUaiE · row 4hOAE2VUaiE

LAION-DISCO-12M

Shout Out to My Ex

Listed as Little Mix – Shout Out to My Ex (Glory Days (Expanded Edition)) · Watch on YouTube

youtube_video 4piAcuj0SIg · row 4piAcuj0SIg

LAION-DISCO-12M

Love (Sweet Love)

Listed as Little Mix – Love (Sweet Love) (Between Us (The Experience)) · Watch on YouTube

youtube_video 6TApE5net1g · row 6TApE5net1g

LAION-DISCO-12M

Touch

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

youtube_video 6xK83YYlf-o · row 6xK83YYlf-o

LAION-DISCO-12M

Wings

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

youtube_video 6xNXWb_wfDA · row 6xNXWb_wfDA

LAION-DISCO-12M

Reggaetón Lento (Remix)

Listed as CNCO – Reggaetón Lento (Remix) (Glory Days (Expanded Edition)) · Watch on YouTube

youtube_video 7Ba3q3Ir47w · row 7Ba3q3Ir47w

LAION-DISCO-12M

Think About Us

Listed as Little Mix – Think About Us (LM5 (Expanded Edition)) · Watch on YouTube

youtube_video 8Q0OwbQMHvQ · row 8Q0OwbQMHvQ

LAION-DISCO-12M

Change Your Life

Listed as Little Mix – Change Your Life (DNA (Expanded Edition)) · Watch on YouTube

youtube_video A4mKUruR5Ow · row A4mKUruR5Ow

LAION-DISCO-12M

Trash

Listed as Little Mix – Trash (Between Us (The Experience)) · Watch on YouTube

youtube_video AEpW35XC2Ds · row AEpW35XC2Ds

LAION-DISCO-12M

Secret Love Song, Pt. II

Listed as Little Mix – Secret Love Song, Pt. II (Get Weird (Expanded Edition)) · Watch on YouTube

youtube_video DUblXdhp1r0 · row DUblXdhp1r0

LAION-DISCO-12M

No More Sad Songs (feat. Machine Gun Kelly)

Listed as Little Mix – No More Sad Songs (feat. Machine Gun Kelly) (Glory Days (Expanded Edition)) · Watch on YouTube

youtube_video HZu7JshpNfs · row HZu7JshpNfs

LAION-DISCO-12M

Bounce Back

Listed as Little Mix – Bounce Back (Confetti (Expanded Edition)) · Watch on YouTube

youtube_video IPNAnk9f4PM · row IPNAnk9f4PM

LAION-DISCO-12M

Sweet Melody

Listed as Little Mix – Sweet Melody (Confetti) · Watch on YouTube

youtube_video IViXVimiYT4 · row IViXVimiYT4

LAION-DISCO-12M

Kiss My (Uh Oh) [Billen Ted Remix]

Listed as Anne-Marie, Little Mix – Kiss My (Uh Oh) [Billen Ted Remix] (Kiss My (Uh Oh) [Billen Ted Remix]) · Watch on YouTube

youtube_video Iaz_NA599PQ · row Iaz_NA599PQ

LAION-DISCO-12M

Between Us

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

youtube_video J0_z_DsC6d4 · row J0_z_DsC6d4

LAION-DISCO-12M

Black Magic

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

youtube_video KRB-JIcVDv4 · row KRB-JIcVDv4

LAION-DISCO-12M

Heartbreak Anthem (Clean Bandit Remix)

Listed as Galantis, David Guetta, Little Mix – Heartbreak Anthem (Clean Bandit Remix) (Heartbreak Anthem (Clean Bandit Remix)) · Watch on YouTube

youtube_video Lag2EGK56vY · row Lag2EGK56vY

LAION-DISCO-12M

Confetti

Listed as Little Mix – Confetti (Confetti) · Watch on YouTube

youtube_video M554381gG-w · row M554381gG-w

LAION-DISCO-12M

Shout Out to My Ex (Live at the BRITs)

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

youtube_video OfJpHMkU8Us · row OfJpHMkU8Us

LAION-DISCO-12M

Heartbreak Anthem (Misha K & Galantis Gold Rush VIP)

Listed as Galantis, David Guetta, Little Mix – Heartbreak Anthem (Misha K & Galantis Gold Rush VIP) (Heartbreak Anthem (Remixes)) · Watch on YouTube

youtube_video OlzEQfFb9Nc · row OlzEQfFb9Nc

LAION-DISCO-12M

Love Me Like You

Listed as Little Mix – Love Me Like You (Get Weird (Expanded Edition)) · Watch on YouTube

youtube_video TxzsvKXCq50 · row TxzsvKXCq50

LAION-DISCO-12M

Kiss My (Uh Oh)

Listed as Anne-Marie, Little Mix – Kiss My (Uh Oh) (Therapy) · Watch on YouTube

youtube_video Y4PSLclYIKA · row Y4PSLclYIKA

LAION-DISCO-12M

Little Me

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

youtube_video aNP0YXIEi4I · row aNP0YXIEi4I

LAION-DISCO-12M

No

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

youtube_video aQEXVLMBX9M · row aQEXVLMBX9M

LAION-DISCO-12M

Only You

Listed as Cheat Codes, Little Mix – Only You (LM5 (Expanded Edition)) · Watch on YouTube

youtube_video awcOWsMqlnk · row awcOWsMqlnk

LAION-DISCO-12M

Kiss My (Uh Oh) [Acoustic]

Listed as Anne-Marie, Little Mix – Kiss My (Uh Oh) [Acoustic] (Kiss My (Uh Oh) (Acoustic)) · Watch on YouTube

youtube_video bGDk95-ETrA · row bGDk95-ETrA

LAION-DISCO-12M

Black Magic (Sped Up)

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

youtube_video bQoGUbwDJ4c · row bQoGUbwDJ4c

LAION-DISCO-12M

Secret Love Song (feat. Jason Derulo)

Listed as Little Mix – Secret Love Song (feat. Jason Derulo) (Get Weird (Expanded Edition)) · Watch on YouTube

youtube_video cqzeOpfdh-0 · row cqzeOpfdh-0

LAION-DISCO-12M

Heartbreak Anthem (DJ PRESS PLAY Remix)

Listed as Galantis, David Guetta, Little Mix – Heartbreak Anthem (DJ PRESS PLAY Remix) (Heartbreak Anthem (Remixes)) · Watch on YouTube

youtube_video eYKxZKykfws · row eYKxZKykfws

LAION-DISCO-12M

Oops (feat. Charlie Puth)

Listed as Little Mix – Oops (feat. Charlie Puth) (Glory Days (Expanded Edition)) · Watch on YouTube

youtube_video iEeTxu0X26I · row iEeTxu0X26I

LAION-DISCO-12M

Shout Out to My Ex

Listed as Little Mix – Shout Out to My Ex (Sommer Pop Hits) · Watch on YouTube

youtube_video iUWAVS0_8p4 · row iUWAVS0_8p4

LAION-DISCO-12M

Kiss My (Uh Oh) (Girl Power Remix) (feat. Becky Hill, RAYE & Stefflon Don)

Listed as Anne-Marie, Little Mix – Kiss My (Uh Oh) (Girl Power Remix) (feat. Becky Hill, RAYE & Stefflon Don) (Kiss My (Uh Oh) (Girl Power Remix)) · Watch on YouTube

youtube_video j_1xQYJ1SaU · row j_1xQYJ1SaU

LAION-DISCO-12M

Word Up!

Listed as Little Mix – Word Up! (Salute (Expanded Edition)) · Watch on YouTube

youtube_video mfaZE7Fhzpc · row mfaZE7Fhzpc

LAION-DISCO-12M

Power (Sped Up) (feat. Stormzy)

Listed as Little Mix – Power (Sped Up) (feat. Stormzy) (Between Us) · Watch on YouTube

youtube_video mfqWutzJMWo · row mfqWutzJMWo

LAION-DISCO-12M

Woman Like Me (feat. Nicki Minaj)

Listed as Little Mix – Woman Like Me (feat. Nicki Minaj) (LM5 (Expanded Edition)) · Watch on YouTube

youtube_video mub0erStsW0 · row mub0erStsW0

LAION-DISCO-12M

Reggaetón Lento (Remix) (Sped Up)

Listed as CNCO, Little Mix – Reggaetón Lento (Remix) (Sped Up) (Between Us) · Watch on YouTube

youtube_video nKIKKBbBAVE · row nKIKKBbBAVE

LAION-DISCO-12M

Move

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

youtube_video oekb0fzB9ns · row oekb0fzB9ns

LAION-DISCO-12M

Holiday

Listed as Little Mix – Holiday (Confetti) · Watch on YouTube

youtube_video qFm1lOltIEE · row qFm1lOltIEE

LAION-DISCO-12M

Wasabi

Listed as Little Mix – Wasabi (LM5 (Expanded Edition)) · Watch on YouTube

youtube_video qlxRsz4ilL0 · row qlxRsz4ilL0

LAION-DISCO-12M

Heartbreak Anthem

Listed as Galantis, David Guetta, Little Mix – Heartbreak Anthem (Heartbreak Anthem) · Watch on YouTube

youtube_video t5Mu0yVGph8 · row t5Mu0yVGph8

LAION-DISCO-12M

Heartbreak Anthem (Frank Walker Remix)

Listed as Galantis, David Guetta, Little Mix – Heartbreak Anthem (Frank Walker Remix) (Heartbreak Anthem (Remixes)) · Watch on YouTube

youtube_video vPjzQezlH7c · row vPjzQezlH7c

LAION-DISCO-12M

Strip (feat. Sharaya J)

Listed as Little Mix – Strip (feat. Sharaya J) (LM5 (Expanded Edition)) · Watch on YouTube

youtube_video wFnER3O9KTE · row wFnER3O9KTE

LAION-DISCO-12M

Heartbreak Anthem (Antoine Delvig Remix)

Listed as Galantis, David Guetta, Little Mix – Heartbreak Anthem (Antoine Delvig Remix) (Heartbreak Anthem (Remixes)) · Watch on YouTube

youtube_video wct257zsLL0 · row wct257zsLL0

LAION-DISCO-12M

DNA

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

youtube_video xoZWSQhIq5Q · row xoZWSQhIq5Q

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.