Yes. Gaga has 163 songs listed in a dataset used to train AI music models.

Used for training 163

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 Insight, Descends (Vincent Vandamm Remix), Pop Cat (Matteo Poker Remix)

Listed under the artist name 163 songs in LAION-DISCO-12M

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

Insight

Listed as Gaga – Insight (Insight) · Watch on YouTube

youtube_video 0mTsR6--24Y · row 0mTsR6--24Y

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Descends (Vincent Vandamm Remix)

Listed as Gaga – Descends (Vincent Vandamm Remix) (Descends Ep) · Watch on YouTube

youtube_video 1QEw7dc9njE · row 1QEw7dc9njE

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Pop Cat (Matteo Poker Remix)

Listed as Gaga & Mateo – Pop Cat (Matteo Poker Remix) (Minimal Techno 3) · Watch on YouTube

youtube_video 3zkFripENjM · row 3zkFripENjM

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Rush (Anti-Slam & W.e.a.p.o.n. Remix)

Listed as Gaga – Rush (Anti-Slam & W.e.a.p.o.n. Remix) (Rush E.p) · Watch on YouTube

youtube_video 4L1L7ZSmSps · row 4L1L7ZSmSps

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Plus

Listed as Gaga – Plus (Irreversible Six) · Watch on YouTube

youtube_video 4iSSMCPo4OY · row 4iSSMCPo4OY

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Transitor (Original Stick)

Listed as Gaga, Alberto Ruiz – Transitor (Original Stick) (Stick Catalogue 2012 /2019) · Watch on YouTube

youtube_video 6_fFpRlcN2c · row 6_fFpRlcN2c

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Slow Down

Listed as Gaga – Slow Down (2 Years of Dark Face Recordings) · Watch on YouTube

youtube_video 9AxCxyDI2Gc · row 9AxCxyDI2Gc

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My Definition of Techno

Listed as Gaga – My Definition of Techno (Futura, Vol. 3) · Watch on YouTube

youtube_video 9fm3e1y4fG0 · row 9fm3e1y4fG0

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Halkidiki

Listed as Gaga, DoubKore – Halkidiki (Halkidiki Ep Part 1) · Watch on YouTube

youtube_video A9hs3pB78fc · row A9hs3pB78fc

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Black Business

Listed as Gaga – Black Business (Black Business) · Watch on YouTube

youtube_video BxTY59_NPL0 · row BxTY59_NPL0

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Atmosphere

Listed as Gaga – Atmosphere (7 Years of Dark Face Recordings) · Watch on YouTube

youtube_video DPC3np78gT0 · row DPC3np78gT0

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Exclusive

Listed as Gaga – Exclusive (Exclusive) · Watch on YouTube

youtube_video E04CGYtlUIE · row E04CGYtlUIE

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Bleed

Listed as Gaga – Bleed (Bleed) · Watch on YouTube

youtube_video EfdEJRhn6wQ · row EfdEJRhn6wQ

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The Birds (Fab Gayraud Remix)

Listed as Gaga – The Birds (Fab Gayraud Remix) (NYE 2014) · Watch on YouTube

youtube_video ErrMWrjBLOM · row ErrMWrjBLOM

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Dump

Listed as Gaga – Dump (Dump) · Watch on YouTube

youtube_video GJ3VXUnRf2Y · row GJ3VXUnRf2Y

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Black List

Listed as Gaga – Black List (Black / White List) · Watch on YouTube

youtube_video IageOOPsZTE · row IageOOPsZTE

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Fusion

Listed as Gaga – Fusion (Fusion) · Watch on YouTube

youtube_video KJWF51bm5fU · row KJWF51bm5fU

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Halkidiki (Walle Remix)

Listed as Gaga, DoubKore – Halkidiki (Walle Remix) (Halkidiki Ep Part 2) · Watch on YouTube

youtube_video KiabU9mFvXE · row KiabU9mFvXE

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Don't Go (Gaga Remix)

Listed as Gaga, Mateo! – Don't Go (Gaga Remix) (Don't Go Ep) · Watch on YouTube

youtube_video NARP7yBLwYg · row NARP7yBLwYg

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Harm's Way

Listed as Gaga – Harm's Way (Harm's Way) · Watch on YouTube

youtube_video N_6BHUwGQ9M · row N_6BHUwGQ9M

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Costa Rica

Listed as Gaga – Costa Rica (Progressive Grounds) · Watch on YouTube

youtube_video NkSd_GZ0cF4 · row NkSd_GZ0cF4

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Thriller (Carlo Ruetz Remix)

Listed as Gaga – Thriller (Carlo Ruetz Remix) (Thriller Ep) · Watch on YouTube

youtube_video NwrdIEV9MP4 · row NwrdIEV9MP4

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Let's Do This

Listed as Gaga – Let's Do This (Rhythm Distrikt 08) · Watch on YouTube

youtube_video O5ICJzv0tgY · row O5ICJzv0tgY

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Trouble

Listed as Gaga – Trouble (Trouble) · Watch on YouTube

youtube_video OhN7zp85-AU · row OhN7zp85-AU

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Red One

Listed as Gaga, Hellomonkey – Red One (Rhythm Distrikt 06) · Watch on YouTube

youtube_video PYu1zljNmMA · row PYu1zljNmMA

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Dead Story

Listed as Gaga – Dead Story (Dead Story) · Watch on YouTube

youtube_video TEf3tsp1bwI · row TEf3tsp1bwI

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Saw (Gaga Remix)

Listed as Gaga – Saw (Gaga Remix) (Saw Ep) · Watch on YouTube

youtube_video V6sLmF2c68o · row V6sLmF2c68o

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New Vision

Listed as Gaga – New Vision (New Vision) · Watch on YouTube

youtube_video V87p4rNyEoQ · row V87p4rNyEoQ

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Tension (Bermio Remix)

Listed as Gaga – Tension (Bermio Remix) (Tension) · Watch on YouTube

youtube_video XcItSg9-BMg · row XcItSg9-BMg

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Apache (Matt Minimal Butane Destruction Remix)

Listed as Gaga – Apache (Matt Minimal Butane Destruction Remix) (Apache) · Watch on YouTube

youtube_video Y6H3KUpWWiw · row Y6H3KUpWWiw

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Shirty

Listed as Gaga – Shirty (Shirty) · Watch on YouTube

youtube_video YY-DTeg3OEI · row YY-DTeg3OEI

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Money Laundering

Listed as Gaga – Money Laundering (Money Laundering) · Watch on YouTube

youtube_video _FJQKh7jOQQ · row _FJQKh7jOQQ

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Highway

Listed as Gaga – Highway (Back Up) · Watch on YouTube

youtube_video a9xJJ3eo57Y · row a9xJJ3eo57Y

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Darker with the Day (Mateo! Remix)

Listed as Gaga – Darker with the Day (Mateo! Remix) (Darker with the Day) · Watch on YouTube

youtube_video dQ67cjkgk1s · row dQ67cjkgk1s

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Brake Rolls

Listed as Gaga – Brake Rolls (Say What EP) · Watch on YouTube

youtube_video ez6TQw3z3TI · row ez6TQw3z3TI

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Apache

Listed as Gaga – Apache (Apache) · Watch on YouTube

youtube_video g8y4gI3MIe8 · row g8y4gI3MIe8

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Rush

Listed as Gaga – Rush (Rush E.p) · Watch on YouTube

youtube_video hw4NsVyqqeQ · row hw4NsVyqqeQ

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Believe (Miamisoul Remix)

Listed as Gaga, Miamisoul – Believe (Miamisoul Remix) (Believe Ep) · Watch on YouTube

youtube_video i3fYoToUEh8 · row i3fYoToUEh8

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My Soul (Richie Santana Remix)

Listed as Gaga – My Soul (Richie Santana Remix) (My Soul) · Watch on YouTube

youtube_video ljuz5HdSfpk · row ljuz5HdSfpk

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Minus

Listed as Gaga – Minus (2 Years of Dark Face Recordings) · Watch on YouTube

youtube_video noNH5lHkFSE · row noNH5lHkFSE

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Pyro (NoNameLeft Remix)

Listed as Gaga – Pyro (NoNameLeft Remix) (Pyro) · Watch on YouTube

youtube_video oA-c3x41rlk · row oA-c3x41rlk

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Darkness

Listed as Gaga – Darkness (Shallow) · Watch on YouTube

youtube_video oX9VKlKqzXk · row oX9VKlKqzXk

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Waves

Listed as Gaga – Waves (Waves) · Watch on YouTube

youtube_video pyebXOrvvhU · row pyebXOrvvhU

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Bastard

Listed as Gaga – Bastard (Bastard) · Watch on YouTube

youtube_video qmFuPdnQnmk · row qmFuPdnQnmk

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Hold On

Listed as Gaga – Hold On (Hold On) · Watch on YouTube

youtube_video rNoMCdtq6OA · row rNoMCdtq6OA

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Chemical

Listed as Gaga – Chemical (Chemical) · Watch on YouTube

youtube_video rUeIB-vlHas · row rUeIB-vlHas

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Penalty

Listed as Gaga – Penalty (Penalty Ep) · Watch on YouTube

youtube_video tZnMHyHjkCo · row tZnMHyHjkCo

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Manuel Antonio (Guille Placencia & George Privatti Remix)

Listed as Gaga – Manuel Antonio (Guille Placencia & George Privatti Remix) (Funky Shit) · Watch on YouTube

youtube_video tpoTwdnJkTU · row tpoTwdnJkTU

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Painful

Listed as Gaga – Painful (Irreversible Ten) · Watch on YouTube

youtube_video tsJVFqZTtYM · row tsJVFqZTtYM

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Gray

Listed as Gaga – Gray (Gray) · Watch on YouTube

youtube_video vs-ZQF4l148 · row vs-ZQF4l148

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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.