Yes. Doll-E Girl has 101 songs listed in a dataset used to train AI music models.

Used for training 101

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 Me Vale Madre, Bust-A-Jale (feat. Pops), Our Love (feat. Juan Gambino & Mateo)

Listed under the artist name 101 songs in LAION-DISCO-12M

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

Me Vale Madre

Listed as Doll-E Girl, Jae-P, Juan Gambino – Me Vale Madre (Unleashed) · Watch on YouTube

youtube_video 0RhPbFn1JLg · row 0RhPbFn1JLg

LAION-DISCO-12M

Bust-A-Jale (feat. Pops)

Listed as Doll-e Girl – Bust-A-Jale (feat. Pops) (East Side Gangsters 3) · Watch on YouTube

youtube_video 2HGpjWKXBDo · row 2HGpjWKXBDo

LAION-DISCO-12M

Our Love (feat. Juan Gambino & Mateo)

Listed as Doll-e Girl – Our Love (feat. Juan Gambino & Mateo) (My Diaries of Love) · Watch on YouTube

youtube_video 3EzjCLHQG2U · row 3EzjCLHQG2U

LAION-DISCO-12M

Calling Your Name

Listed as Doll-E Girl, David Wade – Calling Your Name (Unleashed) · Watch on YouTube

youtube_video 5BwedXYkkr4 · row 5BwedXYkkr4

LAION-DISCO-12M

Run up or Shut Up (feat. Trigga Happs & Huero Snipes)

Listed as Doll-E Girl – Run up or Shut Up (feat. Trigga Happs & Huero Snipes) (The Grind) · Watch on YouTube

youtube_video 5x23xn0mEt4 · row 5x23xn0mEt4

LAION-DISCO-12M

Woman (feat. Audie)

Listed as Doll-E Girl – Woman (feat. Audie) (Woman) · Watch on YouTube

youtube_video 6Xoo2FLEWuc · row 6Xoo2FLEWuc

LAION-DISCO-12M

My Love Is Over (feat. May May)

Listed as Doll-e Girl – My Love Is Over (feat. May May) (My Diaries of Love) · Watch on YouTube

youtube_video 8ol6Pb9V74A · row 8ol6Pb9V74A

LAION-DISCO-12M

Someone Like Me (feat. Malow Mac)

Listed as Doll-e Girl – Someone Like Me (feat. Malow Mac) (My Diaries of Love) · Watch on YouTube

youtube_video Avmlg-43FYk · row Avmlg-43FYk

LAION-DISCO-12M

Real Type (feat. Epademik & Lomel)

Listed as Doll-E Girl – Real Type (feat. Epademik & Lomel) (Real Type) · Watch on YouTube

youtube_video BFtzJLsno44 · row BFtzJLsno44

LAION-DISCO-12M

Count On Me (feat. Bad Mouth)

Listed as Doll-e Girl – Count On Me (feat. Bad Mouth) (My Diaries of Love) · Watch on YouTube

youtube_video C9R5nOj-x2w · row C9R5nOj-x2w

LAION-DISCO-12M

In Your Hands

Listed as Doll-E Girl – In Your Hands (In Your Hands) · Watch on YouTube

youtube_video CKdEahVZu6w · row CKdEahVZu6w

LAION-DISCO-12M

Make Me Your Girl

Listed as Doll-e Girl – Make Me Your Girl (My Diaries of Love) · Watch on YouTube

youtube_video D0hoQB4Jjk0 · row D0hoQB4Jjk0

LAION-DISCO-12M

Caught Up In Love

Listed as Doll-e Girl – Caught Up In Love (My Diaries of Love) · Watch on YouTube

youtube_video FoPeZJzc5M8 · row FoPeZJzc5M8

LAION-DISCO-12M

All I Ever Wanted

Listed as Doll-E Girl, Concrete – All I Ever Wanted (Unleashed) · Watch on YouTube

youtube_video Gm9WzZ1rA1c · row Gm9WzZ1rA1c

LAION-DISCO-12M

In Charge

Listed as Doll-E Girl – In Charge (Mafiosa Stories Chapter II) · Watch on YouTube

youtube_video ITzQM3Clgd4 · row ITzQM3Clgd4

LAION-DISCO-12M

All Day in the West (feat. Seven)

Listed as Doll-E Girl – All Day in the West (feat. Seven) (The Grind) · Watch on YouTube

youtube_video Lg_qTM9izn8 · row Lg_qTM9izn8

LAION-DISCO-12M

Oh Love

Listed as Doll-E Girl, Roscoe (DPG) – Oh Love (Unleashed) · Watch on YouTube

youtube_video NaDn-zyVl8g · row NaDn-zyVl8g

LAION-DISCO-12M

Me and My Homegirl

Listed as Doll-e Girl, Lady Synful – Me and My Homegirl (Angelz & Synnerz) · Watch on YouTube

youtube_video PSXTdbJNGxY · row PSXTdbJNGxY

LAION-DISCO-12M

You're The Blame

Listed as Doll-e Girl – You're The Blame (My Diaries of Love) · Watch on YouTube

youtube_video Pk05bG3sXg0 · row Pk05bG3sXg0

LAION-DISCO-12M

Fuck Love

Listed as Doll-E Girl – Fuck Love (Queen of Broken Hearts) · Watch on YouTube

youtube_video RIcZu5tWUpI · row RIcZu5tWUpI

LAION-DISCO-12M

Baby I Need You (feat. Cricket)

Listed as Doll-e Girl – Baby I Need You (feat. Cricket) (My Diaries of Love) · Watch on YouTube

youtube_video RVdLERSQMpg · row RVdLERSQMpg

LAION-DISCO-12M

I Got You

Listed as Doll-E Girl – I Got You (Unleashed) · Watch on YouTube

youtube_video S7XZuv3AFFc · row S7XZuv3AFFc

LAION-DISCO-12M

Kid in Me (feat. Angie B)

Listed as Doll-E Girl – Kid in Me (feat. Angie B) (The Grind) · Watch on YouTube

youtube_video TeS-ybzVpo0 · row TeS-ybzVpo0

LAION-DISCO-12M

Never See Me Cry

Listed as Doll-E Girl – Never See Me Cry (Never See Me Cry) · Watch on YouTube

youtube_video Vb60DZggF3s · row Vb60DZggF3s

LAION-DISCO-12M

So Fly

Listed as Doll-E Girl, Sicilian – So Fly (Unleashed) · Watch on YouTube

youtube_video XFuLPoaTX8M · row XFuLPoaTX8M

LAION-DISCO-12M

Sin Tu Amor

Listed as Doll-E Girl, Juan Gambino, Manny – Sin Tu Amor (Unleashed) · Watch on YouTube

youtube_video YjaMhj-J6-I · row YjaMhj-J6-I

LAION-DISCO-12M

Unleashed

Listed as Doll-E Girl, Cricket – Unleashed (Unleashed) · Watch on YouTube

youtube_video YxUv7rRDmg8 · row YxUv7rRDmg8

LAION-DISCO-12M

Let's Get Higher

Listed as Doll-E Girl, Carolyn Rodriguez – Let's Get Higher (Unleashed) · Watch on YouTube

youtube_video YySH_Wldflo · row YySH_Wldflo

LAION-DISCO-12M

Dear Daddy

Listed as Doll-E Girl, AOD – Dear Daddy (Unleashed) · Watch on YouTube

youtube_video ZxdWn9Y9S-U · row ZxdWn9Y9S-U

LAION-DISCO-12M

Be Me Soldier (feat. Lil Yogi)

Listed as Doll-e Girl – Be Me Soldier (feat. Lil Yogi) (My Diaries of Love) · Watch on YouTube

youtube_video Zy-OTQRhLPQ · row Zy-OTQRhLPQ

LAION-DISCO-12M

So Gone

Listed as Doll-E Girl – So Gone (Unleashed) · Watch on YouTube

youtube_video _p5pGGKHm_c · row _p5pGGKHm_c

LAION-DISCO-12M

Saying Goodbye (feat. Juan Gambino, Cricket & Luther)

Listed as Doll-E Girl – Saying Goodbye (feat. Juan Gambino, Cricket & Luther) (Queen of Broken Hearts) · Watch on YouTube

youtube_video aTMwhZH7k4A · row aTMwhZH7k4A

LAION-DISCO-12M

My Star

Listed as Doll-E Girl, Juan Gambino, Mateo – My Star (Unleashed) · Watch on YouTube

youtube_video beLnNV4dcJM · row beLnNV4dcJM

LAION-DISCO-12M

Cortez Shoes

Listed as Doll-E Girl – Cortez Shoes (Cortez Shoes) · Watch on YouTube

youtube_video e12IfTNMUOE · row e12IfTNMUOE

LAION-DISCO-12M

Queen of a Broken Heart

Listed as Doll-E Girl – Queen of a Broken Heart (Queen of Broken Hearts) · Watch on YouTube

youtube_video euzp-M1izTE · row euzp-M1izTE

LAION-DISCO-12M

Broken Promises (feat. Midget Loco)

Listed as Doll-e Girl – Broken Promises (feat. Midget Loco) (My Diaries of Love) · Watch on YouTube

youtube_video f-QXE2RCRmU · row f-QXE2RCRmU

LAION-DISCO-12M

Just Tryin To Do Me

Listed as Doll-E Girl, Goldie Loc – Just Tryin To Do Me (Unleashed) · Watch on YouTube

youtube_video gelPV0WzVo8 · row gelPV0WzVo8

LAION-DISCO-12M

Toast to the West (feat. OG PlayBoy)

Listed as Doll-E Girl – Toast to the West (feat. OG PlayBoy) (Mafiosa Stories Chapter II) · Watch on YouTube

youtube_video hZuFkds3LCk · row hZuFkds3LCk

LAION-DISCO-12M

My Bestie

Listed as Doll-E Girl – My Bestie (Unleashed) · Watch on YouTube

youtube_video hna_BXqetQ0 · row hna_BXqetQ0

LAION-DISCO-12M

Take Me Away

Listed as Doll-E Girl, Mateo – Take Me Away (Unleashed) · Watch on YouTube

youtube_video llU8PQPmwnE · row llU8PQPmwnE

LAION-DISCO-12M

Another Minute

Listed as Doll-E Girl – Another Minute (Another Minute) · Watch on YouTube

youtube_video mXnIkAZElLQ · row mXnIkAZElLQ

LAION-DISCO-12M

I Like It (feat. Big Gemini & Nikki Diaz)

Listed as Doll-E Girl, Big Ice – I Like It (feat. Big Gemini & Nikki Diaz) (I Like It) · Watch on YouTube

youtube_video pq18nOKRy5E · row pq18nOKRy5E

LAION-DISCO-12M

Ain't Over You (feat. Liz McGrath)

Listed as Doll-e Girl – Ain't Over You (feat. Liz McGrath) (My Diaries of Love) · Watch on YouTube

youtube_video pwgknwEi1Ag · row pwgknwEi1Ag

LAION-DISCO-12M

Hated By Many

Listed as Doll-E Girl – Hated By Many (Unleashed) · Watch on YouTube

youtube_video sKAbceum_1E · row sKAbceum_1E

LAION-DISCO-12M

Perdoname (feat. Cricket)

Listed as Doll-E Girl – Perdoname (feat. Cricket) (Perdoname) · Watch on YouTube

youtube_video tuT4dyTOsdc · row tuT4dyTOsdc

LAION-DISCO-12M

No More

Listed as Doll-E Girl, Melody – No More (Unleashed) · Watch on YouTube

youtube_video v1XOYP71j6Y · row v1XOYP71j6Y

LAION-DISCO-12M

You Don't Know Me (feat. Rick Rider & Lyrik)

Listed as Doll-E Girl – You Don't Know Me (feat. Rick Rider & Lyrik) (The Grind) · Watch on YouTube

youtube_video vVsHYfwyX10 · row vVsHYfwyX10

LAION-DISCO-12M

Gangster Girl

Listed as Doll-E Girl – Gangster Girl (Gangster Girl) · Watch on YouTube

youtube_video yjhXg3NstRA · row yjhXg3NstRA

LAION-DISCO-12M

Ride With Me (feat. Juan Gambino & Mateo)

Listed as Doll-e Girl, Juan Gambino, Mateo – Ride With Me (feat. Juan Gambino & Mateo) (My Diaries of Love) · Watch on YouTube

youtube_video yvnm4Y6CMBM · row yvnm4Y6CMBM

LAION-DISCO-12M

East Side (feat. Baby Bounce)

Listed as Doll-E Girl – East Side (feat. Baby Bounce) (The Grind) · Watch on YouTube

youtube_video zcNk_BIXPrk · row zcNk_BIXPrk

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.