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 I Do What I Do (feat. Jonny U), Angelz & Synnerz, Ladies Night (Instrumental)

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.

I Do What I Do (feat. Jonny U)

Listed as Doll-E Girl – I Do What I Do (feat. Jonny U) (La Raza Knockout Hits) · Watch on YouTube

youtube_video -ZsBL4tqoJw · row -ZsBL4tqoJw

LAION-DISCO-12M

Angelz & Synnerz

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

youtube_video -wQiFx0h-Lc · row -wQiFx0h-Lc

LAION-DISCO-12M

Ladies Night (Instrumental)

Listed as Doll-e Girl, Lady Synful – Ladies Night (Instrumental) (Ladies Night) · Watch on YouTube

youtube_video 1oz7VErnqY0 · row 1oz7VErnqY0

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Gangsta

Listed as Doll-e Girl, Lady Synful – Gangsta (Angelz & Synnerz) · Watch on YouTube

youtube_video 24mZryeibmM · row 24mZryeibmM

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Intro

Listed as Doll-e Girl, Lady Synful – Intro (Angelz & Synnerz) · Watch on YouTube

youtube_video 2w83S_yUilY · row 2w83S_yUilY

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Money (feat. Juan Gambino)

Listed as Doll-E Girl – Money (feat. Juan Gambino) (The Grind) · Watch on YouTube

youtube_video 4zA_EZC6stQ · row 4zA_EZC6stQ

LAION-DISCO-12M

Stay Loyal (feat. Cricket)

Listed as Doll-E Girl – Stay Loyal (feat. Cricket) (The Grind) · Watch on YouTube

youtube_video 5ICN0a_YnYM · row 5ICN0a_YnYM

LAION-DISCO-12M

You Can Be a Hustler

Listed as Doll-E Girl – You Can Be a Hustler (The Grind) · Watch on YouTube

youtube_video 6g8I2Zb50Lc · row 6g8I2Zb50Lc

LAION-DISCO-12M

Tattoo Tears (feat. Carolyn Rodriguez)

Listed as Doll-E Girl – Tattoo Tears (feat. Carolyn Rodriguez) (Mafiosa Stories Chapter II) · Watch on YouTube

youtube_video 6tIrUYh2Lw4 · row 6tIrUYh2Lw4

LAION-DISCO-12M

Introduction

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

youtube_video 7KaUusDdrWo · row 7KaUusDdrWo

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Ladies Night (Acapella) (feat. Fingazz, Cecy B, Deamonique & Pearl)

Listed as Doll-e Girl, Lady Synful – Ladies Night (Acapella) (feat. Fingazz, Cecy B, Deamonique & Pearl) (Ladies Night) · Watch on YouTube

youtube_video 9XkXeP-RTv4 · row 9XkXeP-RTv4

LAION-DISCO-12M

Holla If You See Us (feat. Young Brown & Lyrik)

Listed as Doll-E Girl – Holla If You See Us (feat. Young Brown & Lyrik) (Mafiosa Stories Chapter II) · Watch on YouTube

youtube_video A9tOPIQKDnU · row A9tOPIQKDnU

LAION-DISCO-12M

Hard Life (feat. Carolyn Rodriguez & Hennesy Marie)

Listed as Doll-E Girl – Hard Life (feat. Carolyn Rodriguez & Hennesy Marie) (Mafiosa Stories Chapter II) · Watch on YouTube

youtube_video D2t9TTKtlQ4 · row D2t9TTKtlQ4

LAION-DISCO-12M

Romeo & Juliet (feat. Siccness)

Listed as Doll-E Girl – Romeo & Juliet (feat. Siccness) (Queen of Broken Hearts) · Watch on YouTube

youtube_video G1f69QApxr0 · row G1f69QApxr0

LAION-DISCO-12M

Deep Feeling

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

youtube_video I7AK31-qjsw · row I7AK31-qjsw

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So Hood

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

youtube_video ITQ1K75tA4U · row ITQ1K75tA4U

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Welcome II the Grind

Listed as Doll-E Girl – Welcome II the Grind (The Grind) · Watch on YouTube

youtube_video IY9fCGQEEnE · row IY9fCGQEEnE

LAION-DISCO-12M

Don't Say a Word (feat. Kre8tor)

Listed as Doll-E Girl – Don't Say a Word (feat. Kre8tor) (Mafiosa Stories Chapter II) · Watch on YouTube

youtube_video JWl8Lzbvy6Y · row JWl8Lzbvy6Y

LAION-DISCO-12M

Stand Up

Listed as Doll-e Girl, Lady Synful – Stand Up (Angelz & Synnerz) · Watch on YouTube

youtube_video LS2-okT31ug · row LS2-okT31ug

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Come Home for Christmas (feat. Sol Glow)

Listed as Doll-E Girl – Come Home for Christmas (feat. Sol Glow) (Come Home for Christmas) · Watch on YouTube

youtube_video LyclzzsxxAI · row LyclzzsxxAI

LAION-DISCO-12M

I Know What Boys Like

Listed as Doll-e Girl, Lady Synful – I Know What Boys Like (Angelz & Synnerz) · Watch on YouTube

youtube_video MTr63qFEGmM · row MTr63qFEGmM

LAION-DISCO-12M

Lil Mary

Listed as Doll-e Girl, Lady Synful – Lil Mary (Angelz & Synnerz) · Watch on YouTube

youtube_video O1F5PaDcSLA · row O1F5PaDcSLA

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Intro

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

youtube_video P0KXtIpmxyg · row P0KXtIpmxyg

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Work (feat. Kidd Danilez)

Listed as Doll-E Girl – Work (feat. Kidd Danilez) (Mafiosa Stories Chapter II) · Watch on YouTube

youtube_video Qw_rem78Om0 · row Qw_rem78Om0

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Dedicated to You

Listed as Doll-E Girl – Dedicated to You (Queen of Broken Hearts) · Watch on YouTube

youtube_video ReUyZeN29ww · row ReUyZeN29ww

LAION-DISCO-12M

You Bluffin (feat. Doll-e Girl, Young Trav, Trav & Chunks)

Listed as Doll-e Girl – You Bluffin (feat. Doll-e Girl, Young Trav, Trav & Chunks) (My Thuggish Personality) · Watch on YouTube

youtube_video T6BTSOiE7_Y · row T6BTSOiE7_Y

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Outro

Listed as Doll-e Girl, Lady Synful – Outro (Angelz & Synnerz) · Watch on YouTube

youtube_video Tu4svkgs29Q · row Tu4svkgs29Q

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So Hood (Remix) [Bonus Track] (feat. Dj Joaquin)

Listed as Doll-E Girl – So Hood (Remix) [Bonus Track] (feat. Dj Joaquin) (Mafiosa Stories Chapter II) · Watch on YouTube

youtube_video WRluz3fiSmA · row WRluz3fiSmA

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Rep Your City (feat. Eric Tucker)

Listed as Doll-E Girl – Rep Your City (feat. Eric Tucker) (The Grind) · Watch on YouTube

youtube_video WXCBcwzSF14 · row WXCBcwzSF14

LAION-DISCO-12M

Let's Do This

Listed as Doll-E Girl, Omar Cruz – Let's Do This (Unleashed) · Watch on YouTube

youtube_video Wj2ffzW_7jg · row Wj2ffzW_7jg

LAION-DISCO-12M

Introduction

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

youtube_video XCFnT5cZxjs · row XCFnT5cZxjs

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Highway Love

Listed as Doll-e Girl, Lady Synful – Highway Love (Angelz & Synnerz) · Watch on YouTube

youtube_video _ulVFT92G0c · row _ulVFT92G0c

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Hold It Down (feat. Eric Tucker)

Listed as Doll-E Girl – Hold It Down (feat. Eric Tucker) (The Grind) · Watch on YouTube

youtube_video ae7TrC_JVLk · row ae7TrC_JVLk

LAION-DISCO-12M

Dreamz (feat. Lyrick Cruz)

Listed as Doll-E Girl – Dreamz (feat. Lyrick Cruz) (Dreamz) · Watch on YouTube

youtube_video bjmI_A72BQw · row bjmI_A72BQw

LAION-DISCO-12M

Incomplete (feat. Mateo)

Listed as Doll-E Girl – Incomplete (feat. Mateo) (Queen of Broken Hearts) · Watch on YouTube

youtube_video cabRhELR7P4 · row cabRhELR7P4

LAION-DISCO-12M

Don't Wake Me Up

Listed as Doll-e Girl – Don't Wake Me Up (My Diaries of Love) · Watch on YouTube

youtube_video hpQmhxFTNZY · row hpQmhxFTNZY

LAION-DISCO-12M

Ladies Night (feat. Cecy B, Deamonique, Pearl & Fingazz)

Listed as Doll-e Girl, Lady Synful – Ladies Night (feat. Cecy B, Deamonique, Pearl & Fingazz) (Ladies Night) · Watch on YouTube

youtube_video iAvpEQIXYdA · row iAvpEQIXYdA

LAION-DISCO-12M

Underpaid

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

youtube_video lkkpED5cKwE · row lkkpED5cKwE

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Intro

Listed as Doll-e Girl – Intro (An Organized Movement) · Watch on YouTube

youtube_video m8RE_RqlgZs · row m8RE_RqlgZs

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The Grind

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

youtube_video n3gzKq1SFAA · row n3gzKq1SFAA

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They Talking

Listed as Doll-e Girl, Lady Synful – They Talking (Angelz & Synnerz) · Watch on YouTube

youtube_video pVyjzsDtj7U · row pVyjzsDtj7U

LAION-DISCO-12M

So Many Reasons (feat. Seven)

Listed as Doll-E Girl – So Many Reasons (feat. Seven) (Queen of Broken Hearts) · Watch on YouTube

youtube_video qI09yyMFd_c · row qI09yyMFd_c

LAION-DISCO-12M

Fast Lane

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

youtube_video qxaXVsGn3os · row qxaXVsGn3os

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Same Story (feat. Lil Threat Loca)

Listed as Doll-E Girl – Same Story (feat. Lil Threat Loca) (Queen of Broken Hearts) · Watch on YouTube

youtube_video rRYsXTiH_ZI · row rRYsXTiH_ZI

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We Ride We Dip (feat. Lil Sicko)

Listed as Doll-e Girl – We Ride We Dip (feat. Lil Sicko) (Hustlers World Vol. 2) · Watch on YouTube

youtube_video srFAGIM2_EQ · row srFAGIM2_EQ

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Get to Know You (feat. Nishiki)

Listed as Doll-E Girl – Get to Know You (feat. Nishiki) (Queen of Broken Hearts) · Watch on YouTube

youtube_video v9ONjiOJmN4 · row v9ONjiOJmN4

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Burn

Listed as Doll-e Girl, Lady Synful – Burn (Angelz & Synnerz) · Watch on YouTube

youtube_video w5qYxTNNiL8 · row w5qYxTNNiL8

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Ain't Good Enough (feat. Jun Gamboa)

Listed as Doll-E Girl – Ain't Good Enough (feat. Jun Gamboa) (Queen of Broken Hearts) · Watch on YouTube

youtube_video wCDkUTcS0N4 · row wCDkUTcS0N4

LAION-DISCO-12M

Puro West

Listed as Mai Kash, Doll-E Girl – Puro West (Westilo Funk) · Watch on YouTube

youtube_video y1m_ojz5o1Q · row y1m_ojz5o1Q

LAION-DISCO-12M

Critics (feat. Eric Tucker)

Listed as Doll-E Girl – Critics (feat. Eric Tucker) (The Grind) · Watch on YouTube

youtube_video yhRdC7-pHO0 · row yhRdC7-pHO0

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.