Yes. Katy Perry has 142 songs listed in a dataset used to train AI music models.

Used for training 142

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 Ghost, When I'm Gone (VIP Mix), By The Grace Of God

Listed under the artist name 142 songs in LAION-DISCO-12M

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

Ghost

Listed as Katy Perry – Ghost (PRISM (Deluxe)) · Watch on YouTube

youtube_video 1Y2RCpL-cN4 · row 1Y2RCpL-cN4

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When I'm Gone (VIP Mix)

Listed as Alesso, Katy Perry – When I'm Gone (VIP Mix) (When I'm Gone (VIP Mix)) · Watch on YouTube

youtube_video 1gVDvIROgME · row 1gVDvIROgME

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By The Grace Of God

Listed as Katy Perry – By The Grace Of God (PRISM (Deluxe)) · Watch on YouTube

youtube_video 3n7F_EdB9eI · row 3n7F_EdB9eI

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Only Love

Listed as Katy Perry – Only Love (Smile) · Watch on YouTube

youtube_video 4YKbjZZcMLk · row 4YKbjZZcMLk

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Mind Maze

Listed as Katy Perry – Mind Maze (Witness (Deluxe)) · Watch on YouTube

youtube_video 684yDq8ooac · row 684yDq8ooac

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This Moment

Listed as Katy Perry – This Moment (PRISM (Deluxe)) · Watch on YouTube

youtube_video 8gslblqGkWI · row 8gslblqGkWI

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Lost

Listed as Katy Perry – Lost (Ur So Gay) · Watch on YouTube

youtube_video 9vfoocwgWQI · row 9vfoocwgWQI

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Hackensack (Live At MTV Unplugged, 2009)

Listed as Katy Perry – Hackensack (Live At MTV Unplugged, 2009) (MTV Unplugged (Live)) · Watch on YouTube

youtube_video AlKRXNUPtcI · row AlKRXNUPtcI

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Pearl

Listed as Katy Perry – Pearl (Teenage Dream) · Watch on YouTube

youtube_video DcdUw_n-fOY · row DcdUw_n-fOY

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Resilient

Listed as Katy Perry – Resilient (Smile) · Watch on YouTube

youtube_video EmrvoytieTE · row EmrvoytieTE

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Circle The Drain

Listed as Katy Perry – Circle The Drain (Teenage Dream) · Watch on YouTube

youtube_video F5et4yuAKzk · row F5et4yuAKzk

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Not Like The Movies

Listed as Katy Perry – Not Like The Movies (Teenage Dream) · Watch on YouTube

youtube_video F_QLtajSHKk · row F_QLtajSHKk

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Witness

Listed as Katy Perry – Witness (Witness (Deluxe)) · Watch on YouTube

youtube_video FkGzJ-RR6Pc · row FkGzJ-RR6Pc

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Cry About It Later

Listed as Katy Perry, Luísa Sonza, Bruno Martini – Cry About It Later (Cry About It Later) · Watch on YouTube

youtube_video G-B1Oem0krw · row G-B1Oem0krw

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Tommie Sunshine's Megasix Smash-Up

Listed as Katy Perry – Tommie Sunshine's Megasix Smash-Up (Teenage Dream: The Complete Confection) · Watch on YouTube

youtube_video HB0g9LtME9s · row HB0g9LtME9s

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Dressin' Up

Listed as Katy Perry – Dressin' Up (Teenage Dream: The Complete Confection) · Watch on YouTube

youtube_video Hw_zgxNvXy4 · row Hw_zgxNvXy4

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Mannequin

Listed as Katy Perry – Mannequin (One Of The Boys) · Watch on YouTube

youtube_video I45IxqlKPVo · row I45IxqlKPVo

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Choose Your Battles

Listed as Katy Perry – Choose Your Battles (PRISM (Deluxe)) · Watch on YouTube

youtube_video InWVBB9UCqQ · row InWVBB9UCqQ

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Teenage Dream

Listed as Katy Perry – Teenage Dream (Teenage Dream (Remixes)) · Watch on YouTube

youtube_video JVvvLkwX0ag · row JVvvLkwX0ag

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Double Rainbow

Listed as Katy Perry – Double Rainbow (PRISM (Deluxe)) · Watch on YouTube

youtube_video JvivlCTnu78 · row JvivlCTnu78

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Déjà Vu

Listed as Katy Perry – Déjà Vu (Witness (Deluxe)) · Watch on YouTube

youtube_video LqpXS75tRE8 · row LqpXS75tRE8

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Fingerprints

Listed as Katy Perry – Fingerprints (One Of The Boys) · Watch on YouTube

youtube_video MRzOFzKYFZQ · row MRzOFzKYFZQ

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International Smile

Listed as Katy Perry – International Smile (PRISM (Deluxe)) · Watch on YouTube

youtube_video MbgqBjF_CSE · row MbgqBjF_CSE

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It Takes Two

Listed as Katy Perry – It Takes Two (PRISM (Deluxe)) · Watch on YouTube

youtube_video QABAMRwe53Q · row QABAMRwe53Q

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Who Am I Living For?

Listed as Katy Perry – Who Am I Living For? (Teenage Dream) · Watch on YouTube

youtube_video RP3AH8i0J1c · row RP3AH8i0J1c

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Never Really Over (R3HAB Remix)

Listed as Katy Perry – Never Really Over (R3HAB Remix) (Never Really Over (R3HAB Remix)) · Watch on YouTube

youtube_video TwZPd-ERD04 · row TwZPd-ERD04

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Miss You More

Listed as Katy Perry – Miss You More (Witness (Deluxe)) · Watch on YouTube

youtube_video WGfNQcGRsbc · row WGfNQcGRsbc

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Pendulum

Listed as Katy Perry – Pendulum (Witness (Deluxe)) · Watch on YouTube

youtube_video ZRBTeed8X90 · row ZRBTeed8X90

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Birthday (Cash Cash Remix)

Listed as Katy Perry – Birthday (Cash Cash Remix) (Birthday (Cash Cash Remix)) · Watch on YouTube

youtube_video aMVig1-99fA · row aMVig1-99fA

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Teary Eyes

Listed as Katy Perry – Teary Eyes (Smile) · Watch on YouTube

youtube_video agMLeMUomj0 · row agMLeMUomj0

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Bigger Than Me

Listed as Katy Perry – Bigger Than Me (Witness (Deluxe)) · Watch on YouTube

youtube_video apMEL5gVqnA · row apMEL5gVqnA

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A Cup Of Coffee (Remixed / Remastered 2023)

Listed as Katy Perry – A Cup Of Coffee (Remixed / Remastered 2023) (One Of The Boys (15th Anniversary Edition)) · Watch on YouTube

youtube_video bH4AkLN3iJo · row bH4AkLN3iJo

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Tsunami

Listed as Katy Perry – Tsunami (Witness (Deluxe)) · Watch on YouTube

youtube_video bM0yYbaeOic · row bM0yYbaeOic

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Act My Age

Listed as Katy Perry – Act My Age (Witness (Deluxe)) · Watch on YouTube

youtube_video bTGVgAOFDlM · row bTGVgAOFDlM

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Save As Draft

Listed as Katy Perry – Save As Draft (Witness (Deluxe)) · Watch on YouTube

youtube_video cbJuBLHjWbo · row cbJuBLHjWbo

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Daisies (Acoustic)

Listed as Katy Perry – Daisies (Acoustic) (Daisies (Acoustic)) · Watch on YouTube

youtube_video etFgI9HAZq8 · row etFgI9HAZq8

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What Makes A Woman

Listed as Katy Perry – What Makes A Woman (Smile) · Watch on YouTube

youtube_video fFOBOCuO7Ps · row fFOBOCuO7Ps

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Power

Listed as Katy Perry – Power (Witness (Deluxe)) · Watch on YouTube

youtube_video ixVQwV3i6lM · row ixVQwV3i6lM

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I'm Still Breathing

Listed as Katy Perry – I'm Still Breathing (One Of The Boys) · Watch on YouTube

youtube_video jG-E0Rv3omU · row jG-E0Rv3omU

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If You Can Afford Me

Listed as Katy Perry – If You Can Afford Me (One Of The Boys) · Watch on YouTube

youtube_video kp7qDF_X0Cg · row kp7qDF_X0Cg

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Self Inflicted

Listed as Katy Perry – Self Inflicted (One Of The Boys) · Watch on YouTube

youtube_video l6cenodwKcM · row l6cenodwKcM

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Thinking Of You (Acoustic Version)

Listed as Katy Perry – Thinking Of You (Acoustic Version) (Thinking Of You) · Watch on YouTube

youtube_video mK1baWIB6ms · row mK1baWIB6ms

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One Of The Boys

Listed as Katy Perry – One Of The Boys (One Of The Boys) · Watch on YouTube

youtube_video mtoLvJ2OKH4 · row mtoLvJ2OKH4

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Thinking Of You (Live At MTV Unplugged, 2009)

Listed as Katy Perry – Thinking Of You (Live At MTV Unplugged, 2009) (MTV Unplugged (Live)) · Watch on YouTube

youtube_video nZWUtMMxFZA · row nZWUtMMxFZA

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Spiritual

Listed as Katy Perry – Spiritual (PRISM (Deluxe)) · Watch on YouTube

youtube_video p-T3Zv_1vdQ · row p-T3Zv_1vdQ

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Dance With The Devil

Listed as Katy Perry – Dance With The Devil (Witness (Deluxe)) · Watch on YouTube

youtube_video qwxvaCYCc68 · row qwxvaCYCc68

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Daisies (Oliver Heldens Remix)

Listed as Katy Perry – Daisies (Oliver Heldens Remix) (Daisies (Oliver Heldens Remix)) · Watch on YouTube

youtube_video s-hlgvBh3CI · row s-hlgvBh3CI

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Bon Appétit (3LAU Remix) (feat. Migos)

Listed as Katy Perry – Bon Appétit (3LAU Remix) (feat. Migos) (Bon Appétit (3LAU Remix)) · Watch on YouTube

youtube_video st12UzEdLf8 · row st12UzEdLf8

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All You Need Is Love

Listed as Katy Perry – All You Need Is Love (All You Need Is Love) · Watch on YouTube

youtube_video wEwVJuIMQxw · row wEwVJuIMQxw

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Love Me

Listed as Katy Perry – Love Me (PRISM (Deluxe)) · Watch on YouTube

youtube_video zAZekRgpGLc · row zAZekRgpGLc

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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.