Yes. Dua Lipa has 159 songs listed in a dataset used to train AI music models.

Used for training 159

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 Pretty Please (Masters at Work Remix), Kiss and Make Up (Remix), Hallucinate (Paul Woolford Remix) [Extended]

Listed under the artist name 159 songs in LAION-DISCO-12M

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

Pretty Please (Masters at Work Remix)

Listed as The Blessed Madonna, Dua Lipa – Pretty Please (Masters at Work Remix) (Club Future Nostalgia (DJ MIX)) · Watch on YouTube

youtube_video -orBrIbkq1Y · row -orBrIbkq1Y

LAION-DISCO-12M

Kiss and Make Up (Remix)

Listed as The Blessed Madonna, Dua Lipa – Kiss and Make Up (Remix) (Club Future Nostalgia (DJ MIX)) · Watch on YouTube

youtube_video 8IO1ISLo0h4 · row 8IO1ISLo0h4

LAION-DISCO-12M

Hallucinate (Paul Woolford Remix) [Extended]

Listed as The Blessed Madonna, Dua Lipa – Hallucinate (Paul Woolford Remix) [Extended] (Club Future Nostalgia (DJ MIX)) · Watch on YouTube

youtube_video _GI9QKiv9GI · row _GI9QKiv9GI

LAION-DISCO-12M

Hallucinate (Mr Fingers deep stripped mix)

Listed as The Blessed Madonna, Dua Lipa – Hallucinate (Mr Fingers deep stripped mix) (Club Future Nostalgia (DJ MIX)) · Watch on YouTube

youtube_video btwd1THOls0 · row btwd1THOls0

LAION-DISCO-12M

Don't Start Now (Yaeji Remix)

Listed as The Blessed Madonna, Dua Lipa – Don't Start Now (Yaeji Remix) (Club Future Nostalgia (DJ MIX)) · Watch on YouTube

youtube_video hvPdprhYZqg · row hvPdprhYZqg

LAION-DISCO-12M

Break My Heart (Moodymann Remix)

Listed as The Blessed Madonna, Dua Lipa – Break My Heart (Moodymann Remix) (Club Future Nostalgia (DJ MIX)) · Watch on YouTube

youtube_video kePhejcXkSI · row kePhejcXkSI

LAION-DISCO-12M

Houdini (Sped Up Version)

Listed as sped up nightcore, Dua Lipa – Houdini (Sped Up Version) (Houdini (Sped Up Version)) · Watch on YouTube

youtube_video tg89pPcbxLI · row tg89pPcbxLI

LAION-DISCO-12M

Pretty Please (Midland Refix)

Listed as The Blessed Madonna, Dua Lipa – Pretty Please (Midland Refix) (Club Future Nostalgia (DJ MIX)) · Watch on YouTube

youtube_video uu476ugdzR4 · row uu476ugdzR4

LAION-DISCO-12M

Cool (Jayda G Remix)

Listed as The Blessed Madonna, Dua Lipa – Cool (Jayda G Remix) (Club Future Nostalgia (DJ MIX)) · Watch on YouTube

youtube_video wNCz6sfG9co · row wNCz6sfG9co

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.