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 Saturn Returns Interlude, Leave Me Lonely (feat. Macy Gray), How I Look On You

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.

Saturn Returns Interlude

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

youtube_video -S9_1ng9DPc · row -S9_1ng9DPc

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Leave Me Lonely (feat. Macy Gray)

Listed as Ariana Grande – Leave Me Lonely (feat. Macy Gray) (Dangerous Woman) · Watch on YouTube

youtube_video -kYVljnA6rI · row -kYVljnA6rI

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How I Look On You

Listed as Ariana Grande – How I Look On You (Charlie's Angels (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video 0w1Jw_HmWds · row 0w1Jw_HmWds

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You Don't Know Me

Listed as Ariana Grande – You Don't Know Me (My Everything (Deluxe)) · Watch on YouTube

youtube_video 3--NXYO71go · row 3--NXYO71go

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Sometimes

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

youtube_video 4yr6KzidJs0 · row 4yr6KzidJs0

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better off

Listed as Ariana Grande – better off (Sweetener) · Watch on YouTube

youtube_video 5OPOMBBpi6o · row 5OPOMBBpi6o

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R.E.M

Listed as Ariana Grande – R.E.M (Sweetener) · Watch on YouTube

youtube_video 5l24PwM-7lc · row 5l24PwM-7lc

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NASA

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

youtube_video 6Pd1ODrVazw · row 6Pd1ODrVazw

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Problem (A Cappella) (feat. Iggy Azalea)

Listed as Ariana Grande – Problem (A Cappella) (feat. Iggy Azalea) (Problem) · Watch on YouTube

youtube_video 6zIfegANmdg · row 6zIfegANmdg

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raindrops (an angel cried)

Listed as Ariana Grande – raindrops (an angel cried) (Sweetener) · Watch on YouTube

youtube_video 7STUG6zmpfI · row 7STUG6zmpfI

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Break Your Heart Right Back (feat. Childish Gambino)

Listed as Ariana Grande – Break Your Heart Right Back (feat. Childish Gambino) (My Everything (Deluxe)) · Watch on YouTube

youtube_video 80Q30ebnXpU · row 80Q30ebnXpU

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six thirty

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

youtube_video 9-Yn2Fa2zjg · row 9-Yn2Fa2zjg

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love language

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

youtube_video A6a35LdbyaY · row A6a35LdbyaY

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Baby I (Live from London)

Listed as Ariana Grande – Baby I (Live from London) (Yours Truly (Tenth Anniversary Edition)) · Watch on YouTube

youtube_video Al9a0o0eHOY · row Al9a0o0eHOY

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the boy is mine – a cappella

Listed as Ariana Grande – the boy is mine – a cappella (the boy is mine) · Watch on YouTube

youtube_video B0shGaelkh4 · row B0shGaelkh4

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Why Try

Listed as Ariana Grande – Why Try (My Everything (Deluxe)) · Watch on YouTube

youtube_video G7BEVZ3uRCA · row G7BEVZ3uRCA

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make up

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

youtube_video HSFRQgrgxXE · row HSFRQgrgxXE

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Break Free (A Cappella)

Listed as Ariana Grande – Break Free (A Cappella) (Break Free) · Watch on YouTube

youtube_video J9iCJInCG5o · row J9iCJInCG5o

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sweetener

Listed as Ariana Grande – sweetener (Sweetener) · Watch on YouTube

youtube_video L7hORyNan8w · row L7hORyNan8w

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yes, and? (Remix)

Listed as Ariana Grande, Mariah Carey – yes, and? (Remix) (eternal sunshine (slightly deluxe)) · Watch on YouTube

youtube_video LogwgbE1eAk · row LogwgbE1eAk

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Bad To You

Listed as Ariana Grande, Normani, Nicki Minaj – Bad To You (Charlie's Angels (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video MGmqxpjwhv8 · row MGmqxpjwhv8

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Step on Up

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

youtube_video NZyjklCmask · row NZyjklCmask

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Intro

Listed as Ariana Grande – Intro (My Everything) · Watch on YouTube

youtube_video NnkJ3VJ7SqU · row NnkJ3VJ7SqU

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Just a Little Bit of Your Heart

Listed as Ariana Grande – Just a Little Bit of Your Heart (My Everything (Deluxe)) · Watch on YouTube

youtube_video OVOhs_TSwsQ · row OVOhs_TSwsQ

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obvious

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

youtube_video P9cTv527-Wk · row P9cTv527-Wk

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get well soon

Listed as Ariana Grande – get well soon (Sweetener) · Watch on YouTube

youtube_video QI-DZwR3CQM · row QI-DZwR3CQM

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Bad Decisions

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

youtube_video RlRgnsyR00Y · row RlRgnsyR00Y

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Hands on Me (feat. A$AP Ferg)

Listed as Ariana Grande – Hands on Me (feat. A$AP Ferg) (My Everything (Deluxe)) · Watch on YouTube

youtube_video Squi8kxchFA · row Squi8kxchFA

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i wish i hated you

Listed as Ariana Grande – i wish i hated you (eternal sunshine) · Watch on YouTube

youtube_video Tc7HR6OZSyo · row Tc7HR6OZSyo

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They Don't Know

Listed as Ariana Grande – They Don't Know (TROLLS (Original Motion Picture Soundtrack) (Deutsche Version)) · Watch on YouTube

youtube_video TpG0YCCp3-k · row TpG0YCCp3-k

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You’ll Never Know

Listed as Ariana Grande – You’ll Never Know (Yours Truly) · Watch on YouTube

youtube_video VyhQZLZpCEQ · row VyhQZLZpCEQ

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off the table

Listed as Ariana Grande, The Weeknd – off the table (Positions) · Watch on YouTube

youtube_video XrcLojUHRIM · row XrcLojUHRIM

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Right There (Live from London) (feat. Big Sean)

Listed as Ariana Grande – Right There (Live from London) (feat. Big Sean) (Yours Truly (Tenth Anniversary Edition)) · Watch on YouTube

youtube_video Y-93P7bYcqY · row Y-93P7bYcqY

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my hair

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

youtube_video Y5Jrk4TXioE · row Y5Jrk4TXioE

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shut up

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

youtube_video _n3whzsfKUA · row _n3whzsfKUA

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the light is coming (feat. Nicki Minaj)

Listed as Ariana Grande – the light is coming (feat. Nicki Minaj) (Sweetener) · Watch on YouTube

youtube_video a7RMVA3qYUU · row a7RMVA3qYUU

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Lovin' It

Listed as Ariana Grande – Lovin' It (Yours Truly) · Watch on YouTube

youtube_video at6iPtxAncs · row at6iPtxAncs

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Piano

Listed as Ariana Grande – Piano (Yours Truly) · Watch on YouTube

youtube_video hd1D61037c8 · row hd1D61037c8

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imperfect for you (acoustic)

Listed as Ariana Grande – imperfect for you (acoustic) (eternal sunshine (slightly deluxe)) · Watch on YouTube

youtube_video kIAz0adX4pk · row kIAz0adX4pk

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MONOPOLY

Listed as Ariana Grande, Victoria Monét – MONOPOLY (MONOPOLY) · Watch on YouTube

youtube_video kkeT13i95Vo · row kkeT13i95Vo

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Just Look Up (From "Don’t Look Up")

Listed as Ariana Grande, Kid Cudi – Just Look Up (From "Don’t Look Up") (Just Look Up (From "Don’t Look Up")) · Watch on YouTube

youtube_video m8OYt6z7Gu0 · row m8OYt6z7Gu0

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7 rings (Remix) (feat. 2 Chainz)

Listed as Ariana Grande – 7 rings (Remix) (feat. 2 Chainz) (7 rings (Remix)) · Watch on YouTube

youtube_video mpoE8owp0hc · row mpoE8owp0hc

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worst behavior

Listed as Ariana Grande – worst behavior (Positions (Deluxe)) · Watch on YouTube

youtube_video oIIHF15IJ9A · row oIIHF15IJ9A

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Knew Better / Forever Boy

Listed as Ariana Grande – Knew Better / Forever Boy (Dangerous Woman) · Watch on YouTube

youtube_video ofLyuMIrOnI · row ofLyuMIrOnI

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Only 1

Listed as Ariana Grande – Only 1 (My Everything (Deluxe)) · Watch on YouTube

youtube_video qukswgSkkzc · row qukswgSkkzc

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One Last Time (A Cappella)

Listed as Ariana Grande – One Last Time (A Cappella) (One Last Time) · Watch on YouTube

youtube_video rkRNBHOQci4 · row rkRNBHOQci4

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test drive

Listed as Ariana Grande – test drive (Positions (Deluxe)) · Watch on YouTube

youtube_video tmPLvE6O77A · row tmPLvE6O77A

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fake smile

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

youtube_video uOUuFLhbgRk · row uOUuFLhbgRk

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west side

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

youtube_video ulK0WnUVUnU · row ulK0WnUVUnU

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successful

Listed as Ariana Grande – successful (Sweetener) · Watch on YouTube

youtube_video zSp5k5XKqIg · row zSp5k5XKqIg

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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.