Yes. Ariana Grande has 171 songs listed in a dataset used to train AI music models.

Used for training 171

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 Bang Bang (3LAU Remix), eternal sunshine, Break Free (feat. Zedd)

Listed under the artist name 171 songs in LAION-DISCO-12M

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

Bang Bang (3LAU Remix)

Listed as Jessie J, Ariana Grande, Nicki Minaj – Bang Bang (3LAU Remix) (Bang Bang (Remixes)) · Watch on YouTube

youtube_video 16GUqm5e_Yk · row 16GUqm5e_Yk

LAION-DISCO-12M

eternal sunshine

Listed as Ariana Grande – eternal sunshine (eternal sunshine) · Watch on YouTube

youtube_video 1Wrt8Xh_Djw · row 1Wrt8Xh_Djw

LAION-DISCO-12M

Break Free (feat. Zedd)

Listed as Ariana Grande – Break Free (feat. Zedd) (My Everything (Deluxe)) · Watch on YouTube

youtube_video 1s4-OFCBUGo · row 1s4-OFCBUGo

LAION-DISCO-12M

Santa, Can’t You Hear Me (Live)

Listed as Kelly Clarkson, Ariana Grande – Santa, Can’t You Hear Me (Live) (Santa, Can’t You Hear Me (Live)) · Watch on YouTube

youtube_video 3hPnTW4PCL8 · row 3hPnTW4PCL8

LAION-DISCO-12M

bloodline

Listed as Ariana Grande – bloodline (thank u, next) · Watch on YouTube

youtube_video 4b_ugh-65NQ · row 4b_ugh-65NQ

LAION-DISCO-12M

break up with your girlfriend, i'm bored

Listed as Ariana Grande – break up with your girlfriend, i'm bored (thank u, next) · Watch on YouTube

youtube_video 4nbYqWVXp7Q · row 4nbYqWVXp7Q

LAION-DISCO-12M

Beauty and the Beast

Listed as Ariana Grande, John Legend – Beauty and the Beast (Beauty and the Beast (Original Motion Picture Soundtrack/Deluxe Edition)) · Watch on YouTube

youtube_video 5vETwZfmRgM · row 5vETwZfmRgM

LAION-DISCO-12M

Santa, Can’t You Hear Me

Listed as Kelly Clarkson, Ariana Grande – Santa, Can’t You Hear Me (When Christmas Comes Around...) · Watch on YouTube

youtube_video 6VeAkhy_9y0 · row 6VeAkhy_9y0

LAION-DISCO-12M

Boyfriend

Listed as Ariana Grande, Social House – Boyfriend (Boyfriend) · Watch on YouTube

youtube_video 7GOFTXLSvMI · row 7GOFTXLSvMI

LAION-DISCO-12M

we can't be friends (wait for your love)

Listed as Ariana Grande – we can't be friends (wait for your love) (eternal sunshine) · Watch on YouTube

youtube_video 9Gduk7Zjem4 · row 9Gduk7Zjem4

LAION-DISCO-12M

Bang Bang (Dada Life Remix)

Listed as Jessie J, Ariana Grande, Nicki Minaj – Bang Bang (Dada Life Remix) (Bang Bang (Remixes)) · Watch on YouTube

youtube_video 9RlxQoZjPrU · row 9RlxQoZjPrU

LAION-DISCO-12M

Bang Bang (Imanos & Gramercy Remix)

Listed as Jessie J, Ariana Grande, Nicki Minaj – Bang Bang (Imanos & Gramercy Remix) (Bang Bang (Remixes)) · Watch on YouTube

youtube_video AFbwzzPzqGI · row AFbwzzPzqGI

LAION-DISCO-12M

Die For You (Remix)

Listed as The Weeknd, Ariana Grande – Die For You (Remix) (Starboy (Deluxe)) · Watch on YouTube

youtube_video AySMGpXQ1Mo · row AySMGpXQ1Mo

LAION-DISCO-12M

intro (end of the world)

Listed as Ariana Grande – intro (end of the world) (eternal sunshine) · Watch on YouTube

youtube_video BAPq6RXVIgI · row BAPq6RXVIgI

LAION-DISCO-12M

Rain On Me

Listed as Lady Gaga, Ariana Grande – Rain On Me (Chromatica) · Watch on YouTube

youtube_video DXnS8mqUDyQ · row DXnS8mqUDyQ

LAION-DISCO-12M

Bang Bang (iLL BLU Mix Radio Edit)

Listed as Jessie J, Ariana Grande, Nicki Minaj – Bang Bang (iLL BLU Mix Radio Edit) (Bridesmaids Anthems) · Watch on YouTube

youtube_video E9E42Yk4c8w · row E9E42Yk4c8w

LAION-DISCO-12M

Bang Bang (Super Stylers Remix)

Listed as Jessie J, Ariana Grande, Nicki Minaj – Bang Bang (Super Stylers Remix) (Bang Bang (Remixes)) · Watch on YouTube

youtube_video EA7nfqoUcAM · row EA7nfqoUcAM

LAION-DISCO-12M

yes, and?

Listed as Ariana Grande – yes, and? (eternal sunshine) · Watch on YouTube

youtube_video EtamqTN6zWQ · row EtamqTN6zWQ

LAION-DISCO-12M

34+35 (Remix)

Listed as Megan Thee Stallion, Ariana Grande, Doja Cat – 34+35 (Remix) (34+35 (Remix)) · Watch on YouTube

youtube_video FKQBr0iMUHw · row FKQBr0iMUHw

LAION-DISCO-12M

Into You

Listed as Ariana Grande – Into You (Dangerous Woman) · Watch on YouTube

youtube_video Faq-ODnfIPw · row Faq-ODnfIPw

LAION-DISCO-12M

thank u, next

Listed as Ariana Grande – thank u, next (thank u, next) · Watch on YouTube

youtube_video GftZ601-pXs · row GftZ601-pXs

LAION-DISCO-12M

Problem (feat. Iggy Azalea)

Listed as Ariana Grande – Problem (feat. Iggy Azalea) (My Everything (Deluxe)) · Watch on YouTube

youtube_video JxqiCA-gcPI · row JxqiCA-gcPI

LAION-DISCO-12M

One Last Time

Listed as Ariana Grande – One Last Time (My Everything (Deluxe)) · Watch on YouTube

youtube_video KEGZVv6KXL0 · row KEGZVv6KXL0

LAION-DISCO-12M

Don’t Call Me Angel (From "Charlie’s Angels")

Listed as Ariana Grande, Miley Cyrus, Lana Del Rey – Don’t Call Me Angel (From "Charlie’s Angels") (Don’t Call Me Angel (From "Charlie’s Angels")) · Watch on YouTube

youtube_video KHUFlha_hTs · row KHUFlha_hTs

LAION-DISCO-12M

the boy is mine

Listed as Ariana Grande – the boy is mine (eternal sunshine) · Watch on YouTube

youtube_video LrUm1UKwwiw · row LrUm1UKwwiw

LAION-DISCO-12M

Bang Bang (Kat Krazy Remix)

Listed as Jessie J, Ariana Grande, Nicki Minaj – Bang Bang (Kat Krazy Remix) (Bang Bang (Remixes)) · Watch on YouTube

youtube_video NK1Vn5dW8s8 · row NK1Vn5dW8s8

LAION-DISCO-12M

34+35

Listed as Ariana Grande – 34+35 (Positions) · Watch on YouTube

youtube_video NplFevPlYDI · row NplFevPlYDI

LAION-DISCO-12M

Without Love

Listed as Garrett Clayton, Maddie Baillio, Ariana Grande, Ephraim Sykes – Without Love (Hairspray LIVE! Original Soundtrack of the NBC Television Event) · Watch on YouTube

youtube_video PfDO-a_KoRE · row PfDO-a_KoRE

LAION-DISCO-12M

the boy is mine (Remix)

Listed as Ariana Grande, Brandy, Monica – the boy is mine (Remix) (the boy is mine (Remix)) · Watch on YouTube

youtube_video Qujhn-K_zfA · row Qujhn-K_zfA

LAION-DISCO-12M

Almost Is Never Enough

Listed as Ariana Grande, Nathan Sykes – Almost Is Never Enough (Yours Truly) · Watch on YouTube

youtube_video TKVsRBjMWuk · row TKVsRBjMWuk

LAION-DISCO-12M

Mama, I'm a Big Girl Now

Listed as Maddie Baillio, Ariana Grande, Dove Cameron, Harvey Fierstein – Mama, I'm a Big Girl Now (Hairspray LIVE! Original Soundtrack of the NBC Television Event) · Watch on YouTube

youtube_video Tm1WG8_-OAw · row Tm1WG8_-OAw

LAION-DISCO-12M

Dangerous Woman

Listed as Ariana Grande – Dangerous Woman (Dangerous Woman) · Watch on YouTube

youtube_video Uyka5SnxmQ4 · row Uyka5SnxmQ4

LAION-DISCO-12M

E più ti penso (From "Once Upon A Time In America")

Listed as Andrea Bocelli, Ariana Grande – E più ti penso (From "Once Upon A Time In America") (Cinema (Special Edition)) · Watch on YouTube

youtube_video Vlg-ZhLDL9c · row Vlg-ZhLDL9c

LAION-DISCO-12M

7 rings

Listed as Ariana Grande – 7 rings (thank u, next) · Watch on YouTube

youtube_video XZ868t23Pb4 · row XZ868t23Pb4

LAION-DISCO-12M

yes, and? (Jonas Blue Remix)

Listed as Ariana Grande, Jonas Blue – yes, and? (Jonas Blue Remix) (yes, and? (remixes)) · Watch on YouTube

youtube_video XoCXiooRlB4 · row XoCXiooRlB4

LAION-DISCO-12M

Nobody

Listed as Ariana Grande, Chaka Khan – Nobody (Charlie's Angels (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video YIa4LGJSYZQ · row YIa4LGJSYZQ

LAION-DISCO-12M

Bang Bang

Listed as Ariana Grande, Nicki Minaj, Jessie J – Bang Bang (My Everything (Deluxe)) · Watch on YouTube

youtube_video b0U-NcIWz1M · row b0U-NcIWz1M

LAION-DISCO-12M

Everyday (feat. Future)

Listed as Ariana Grande – Everyday (feat. Future) (Dangerous Woman) · Watch on YouTube

youtube_video hO2iUtGvmXM · row hO2iUtGvmXM

LAION-DISCO-12M

yes, and? (Felix Jaehn Remix)

Listed as Ariana Grande, Felix Jaehn – yes, and? (Felix Jaehn Remix) (yes, and? (remixes)) · Watch on YouTube

youtube_video hoKHA0iVGyY · row hoKHA0iVGyY

LAION-DISCO-12M

supernatural

Listed as Ariana Grande – supernatural (eternal sunshine) · Watch on YouTube

youtube_video ktAFXz5Tc00 · row ktAFXz5Tc00

LAION-DISCO-12M

Save Your Tears ((Remix) Bonus Track)

Listed as The Weeknd, Ariana Grande – Save Your Tears ((Remix) Bonus Track) (After Hours (Deluxe)) · Watch on YouTube

youtube_video lS9Kgp6PsWY · row lS9Kgp6PsWY

LAION-DISCO-12M

You Can't Stop the Beat

Listed as Maddie Baillio, Garrett Clayton, Ariana Grande, Ephraim Sykes – You Can't Stop the Beat (Hairspray LIVE! Original Soundtrack of the NBC Television Event) · Watch on YouTube

youtube_video l_RYKEi-c-o · row l_RYKEi-c-o

LAION-DISCO-12M

positions

Listed as Ariana Grande – positions (Positions) · Watch on YouTube

youtube_video lzlg0e7MvYI · row lzlg0e7MvYI

LAION-DISCO-12M

Be My Baby (feat. Cashmere Cat)

Listed as Ariana Grande – Be My Baby (feat. Cashmere Cat) (My Everything (Deluxe)) · Watch on YouTube

youtube_video mbxaGzjCXP8 · row mbxaGzjCXP8

LAION-DISCO-12M

Side to Side (feat. Nicki Minaj)

Listed as Ariana Grande – Side to Side (feat. Nicki Minaj) (Dangerous Woman) · Watch on YouTube

youtube_video psuGCpXaDMU · row psuGCpXaDMU

LAION-DISCO-12M

no tears left to cry

Listed as Ariana Grande – no tears left to cry (Sweetener) · Watch on YouTube

youtube_video t31xgKtLjwo · row t31xgKtLjwo

LAION-DISCO-12M

Love Me Harder

Listed as Ariana Grande, The Weeknd – Love Me Harder (My Everything (Deluxe)) · Watch on YouTube

youtube_video uvXtC13GlxQ · row uvXtC13GlxQ

LAION-DISCO-12M

God is a woman

Listed as Ariana Grande – God is a woman (Sweetener) · Watch on YouTube

youtube_video vpohuhgqf5w · row vpohuhgqf5w

LAION-DISCO-12M

pov

Listed as Ariana Grande – pov (Positions) · Watch on YouTube

youtube_video y-C5cM_0KVE · row y-C5cM_0KVE

LAION-DISCO-12M

Stuck with U

Listed as Justin Bieber, Ariana Grande – Stuck with U (Stuck with U) · Watch on YouTube

youtube_video yEA3qaB0dH8 · row yEA3qaB0dH8

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.