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 Rain on Me (Purple Disco Machine Remix), Winter Things, A Hand For Mrs. Claus

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.

Rain on Me (Purple Disco Machine Remix)

Listed as Lady Gaga, Ariana Grande, Purple Disco Machine – Rain on Me (Purple Disco Machine Remix) (Rain on Me (Purple Disco Machine Remix)) · Watch on YouTube

youtube_video 0ce2eOm9vQ8 · row 0ce2eOm9vQ8

LAION-DISCO-12M

Winter Things

Listed as Ariana Grande – Winter Things (Relaxing Christmas Songs) · Watch on YouTube

youtube_video 1ANFW5V9irI · row 1ANFW5V9irI

LAION-DISCO-12M

A Hand For Mrs. Claus

Listed as Idina Menzel, Ariana Grande – A Hand For Mrs. Claus (Christmas: A Season Of Love) · Watch on YouTube

youtube_video 2TvvtQLgJ4A · row 2TvvtQLgJ4A

LAION-DISCO-12M

Best Mistake (feat. Big Sean)

Listed as Ariana Grande – Best Mistake (feat. Big Sean) (My Everything (Tenth Anniversary Edition)) · Watch on YouTube

youtube_video 5SNDhIfmqHc · row 5SNDhIfmqHc

LAION-DISCO-12M

Winter Things

Listed as Ariana Grande – Winter Things (Christmas & Chill) · Watch on YouTube

youtube_video 6py0VnyH9og · row 6py0VnyH9og

LAION-DISCO-12M

supernatural

Listed as Ariana Grande, Troye Sivan – supernatural (eternal sunshine (slightly deluxe)) · Watch on YouTube

youtube_video 8n5W2O2DzLY · row 8n5W2O2DzLY

LAION-DISCO-12M

Love Me Harder (A Cappella)

Listed as Ariana Grande, The Weeknd – Love Me Harder (A Cappella) (Love Me Harder) · Watch on YouTube

youtube_video 9dmPKyHw8k8 · row 9dmPKyHw8k8

LAION-DISCO-12M

December

Listed as Ariana Grande – December (Christmas & Chill) · Watch on YouTube

youtube_video Eer86288BG0 · row Eer86288BG0

LAION-DISCO-12M

Rain on Me (Arca Remix)

Listed as Lady Gaga, Ariana Grande, Arca – Rain on Me (Arca Remix) (Dawn of Chromatica) · Watch on YouTube

youtube_video KcCwsXGAMBw · row KcCwsXGAMBw

LAION-DISCO-12M

yes, and? (The Blessed Madonna’s Godsquad Mix)

Listed as Ariana Grande, The Blessed Madonna – yes, and? (The Blessed Madonna’s Godsquad Mix) (yes, and? (remixes)) · Watch on YouTube

youtube_video QssEcYGpmro · row QssEcYGpmro

LAION-DISCO-12M

Put Your Hearts Up

Listed as Ariana Grande – Put Your Hearts Up (Put Your Hearts Up) · Watch on YouTube

youtube_video R1eqmHhAAlg · row R1eqmHhAAlg

LAION-DISCO-12M

borderline (feat. Missy Elliott)

Listed as Ariana Grande – borderline (feat. Missy Elliott) (Sweetener) · Watch on YouTube

youtube_video TdPBMSrFqeg · row TdPBMSrFqeg

LAION-DISCO-12M

blazed (feat. Pharrell Williams)

Listed as Ariana Grande – blazed (feat. Pharrell Williams) (Sweetener) · Watch on YouTube

youtube_video Tm9jckEHrmk · row Tm9jckEHrmk

LAION-DISCO-12M

Santa Baby (feat. Liz Gillies)

Listed as Ariana Grande – Santa Baby (feat. Liz Gillies) (Christmas Kisses) · Watch on YouTube

youtube_video lgR3dpfun68 · row lgR3dpfun68

LAION-DISCO-12M

Got Her Own

Listed as Ariana Grande, Victoria Monét – Got Her Own (Charlie's Angels (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video mI-6p0sjCik · row mI-6p0sjCik

LAION-DISCO-12M

motive

Listed as Ariana Grande, Doja Cat – motive (Positions (Deluxe)) · Watch on YouTube

youtube_video prRpXoivVy4 · row prRpXoivVy4

LAION-DISCO-12M

Snow in California

Listed as Ariana Grande – Snow in California (Christmas Kisses) · Watch on YouTube

youtube_video s3-wgU5rpqU · row s3-wgU5rpqU

LAION-DISCO-12M

pete davidson

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

youtube_video sNVjFdNy2rs · row sNVjFdNy2rs

LAION-DISCO-12M

main thing

Listed as Ariana Grande – main thing (Positions (Deluxe)) · Watch on YouTube

youtube_video u0NqJbnvbBI · row u0NqJbnvbBI

LAION-DISCO-12M

Rain on Me (Ralphi Rosario Remix)

Listed as Lady Gaga, Ariana Grande, Ralphi Rosario – Rain on Me (Ralphi Rosario Remix) (Rain on Me (Ralphi Rosario Remix)) · Watch on YouTube

youtube_video vR269J1dlWY · row vR269J1dlWY

LAION-DISCO-12M

Come So Far (Got So Far to Go)

Listed as Ariana Grande, Jennifer Hudson, Joshua Alexander, Will Bell – Come So Far (Got So Far to Go) (Hairspray LIVE! Original Soundtrack of the NBC Television Event) · Watch on YouTube

youtube_video vY-FVC9aPEY · row vY-FVC9aPEY

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.