Yes. Kesha has 154 songs listed in a dataset used to train AI music models.

Used for training 154

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 Blah Blah Blah (feat. 3OH!3), Eat The Acid, Dinosaur

Listed under the artist name 154 songs in LAION-DISCO-12M

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

Blah Blah Blah (feat. 3OH!3)

Listed as Ke$ha – Blah Blah Blah (feat. 3OH!3) (Animal (Expanded Edition)) · Watch on YouTube

youtube_video 1LqQ4NETlK4 · row 1LqQ4NETlK4

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Eat The Acid

Listed as Kesha – Eat The Acid (Gag Order) · Watch on YouTube

youtube_video 2L_16WgjX-Q · row 2L_16WgjX-Q

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Dinosaur

Listed as Ke$ha – Dinosaur (Animal (Expanded Edition)) · Watch on YouTube

youtube_video 3onDDoRMO0M · row 3onDDoRMO0M

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Crazy Kids

Listed as Ke$ha – Crazy Kids (Warrior (Expanded Edition)) · Watch on YouTube

youtube_video 6BOoUdCc2Ho · row 6BOoUdCc2Ho

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The Harold Song

Listed as Ke$ha – The Harold Song (Cannibal (Expanded Edition)) · Watch on YouTube

youtube_video 6tR4NBCWkdI · row 6tR4NBCWkdI

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Cannibal

Listed as Ke$ha – Cannibal (Feel Good Summer) · Watch on YouTube

youtube_video 78IY-hI1NxM · row 78IY-hI1NxM

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Party At A Rich Dude's House

Listed as Ke$ha – Party At A Rich Dude's House (Animal (Expanded Edition)) · Watch on YouTube

youtube_video 8NIy8y8fB00 · row 8NIy8y8fB00

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Grow A Pear

Listed as Ke$ha – Grow A Pear (Cannibal (Expanded Edition)) · Watch on YouTube

youtube_video 8iw6YoPSD9g · row 8iw6YoPSD9g

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since i was young (MC4D remix)

Listed as Wrabel, Kesha – since i was young (MC4D remix) (since i was young (MC4D remix)) · Watch on YouTube

youtube_video 9Vl0UZ1WkNg · row 9Vl0UZ1WkNg

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C'Mon

Listed as Ke$ha – C'Mon (Warrior (Expanded Edition)) · Watch on YouTube

youtube_video 9XYlXaKK4ps · row 9XYlXaKK4ps

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Crazy Beautiful Life

Listed as Ke$ha – Crazy Beautiful Life (Cannibal (Expanded Edition)) · Watch on YouTube

youtube_video 9doHwMFHsx4 · row 9doHwMFHsx4

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Die Young

Listed as Ke$ha – Die Young (Die Young) · Watch on YouTube

youtube_video Bgy3NB4c4ms · row Bgy3NB4c4ms

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Good Old Days

Listed as Macklemore, Kesha – Good Old Days (GEMINI) · Watch on YouTube

youtube_video F01aGUEd2vQ · row F01aGUEd2vQ

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Backstabber

Listed as Ke$ha – Backstabber (Animal (Expanded Edition)) · Watch on YouTube

youtube_video FboGFMGaFiw · row FboGFMGaFiw

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Best Day (Angry Birds 2 Remix)

Listed as Kesha – Best Day (Angry Birds 2 Remix) (Best Day (Angry Birds 2 Remix)) · Watch on YouTube

youtube_video GNV_sv84vig · row GNV_sv84vig

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Timber

Listed as Pitbull, Kesha – Timber (Global Warming: Meltdown (Deluxe Version)) · Watch on YouTube

youtube_video GcYF1xnmZTI · row GcYF1xnmZTI

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Take It Off

Listed as Ke$ha – Take It Off (Animal (Expanded Edition)) · Watch on YouTube

youtube_video GgGPuuGNPAE · row GgGPuuGNPAE

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Your Love Is My Drug

Listed as Ke$ha – Your Love Is My Drug (Animal (Expanded Edition)) · Watch on YouTube

youtube_video Gp-V1PqVQXs · row Gp-V1PqVQXs

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Learn To Let Go

Listed as Kesha – Learn To Let Go (Rainbow) · Watch on YouTube

youtube_video H3knno9SFVg · row H3knno9SFVg

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Praying

Listed as Kesha – Praying (Rainbow) · Watch on YouTube

youtube_video Hk5p3JeiiVY · row Hk5p3JeiiVY

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Warrior

Listed as Ke$ha – Warrior (Warrior (Expanded Edition)) · Watch on YouTube

youtube_video I_tSS7PiTTk · row I_tSS7PiTTk

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Sleazy

Listed as Ke$ha – Sleazy (Cannibal (Expanded Edition)) · Watch on YouTube

youtube_video NBsuNaUWKvI · row NBsuNaUWKvI

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JOYRIDE (Sped Up)

Listed as Kesha – JOYRIDE (Sped Up) (JOYRIDE (The Remixes)) · Watch on YouTube

youtube_video Oo61A6MT9NY · row Oo61A6MT9NY

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Dancing With Tears In My Eyes

Listed as Ke$ha – Dancing With Tears In My Eyes (Animal (Expanded Edition)) · Watch on YouTube

youtube_video P9ITkb3GqTY · row P9ITkb3GqTY

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TiK ToK

Listed as Ke$ha – TiK ToK (Animal (Expanded Edition)) · Watch on YouTube

youtube_video RxUZLmN5RsY · row RxUZLmN5RsY

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Blind

Listed as Ke$ha – Blind (Animal (Expanded Edition)) · Watch on YouTube

youtube_video SfWbZVLxBt4 · row SfWbZVLxBt4

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We R Who We R

Listed as Ke$ha – We R Who We R (Cannibal (Expanded Edition)) · Watch on YouTube

youtube_video Utj4Caf7HiY · row Utj4Caf7HiY

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since i was young (WizG remix)

Listed as Wrabel, Kesha – since i was young (WizG remix) (since i was young (WizG remix)) · Watch on YouTube

youtube_video X23f3Gnm-lE · row X23f3Gnm-lE

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since i was young (casey lagos end of summer mix)

Listed as Wrabel, Kesha – since i was young (casey lagos end of summer mix) (since i was young (casey lagos end of summer mix)) · Watch on YouTube

youtube_video Z0H0AsNK9S8 · row Z0H0AsNK9S8

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Only Love Can Save Us Now

Listed as Kesha – Only Love Can Save Us Now (Gag Order) · Watch on YouTube

youtube_video anBYiztCIEs · row anBYiztCIEs

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Animal

Listed as Ke$ha – Animal (Animal (Expanded Edition)) · Watch on YouTube

youtube_video b3Ggzf-3wZ4 · row b3Ggzf-3wZ4

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True Colors

Listed as Zedd, Kesha – True Colors (True Colors) · Watch on YouTube

youtube_video bSVLCv_7Lpg · row bSVLCv_7Lpg

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Cannibal

Listed as Ke$ha – Cannibal (Cannibal (Expanded Edition)) · Watch on YouTube

youtube_video e3v60CXHnTA · row e3v60CXHnTA

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Blow

Listed as Ke$ha – Blow (Cannibal (Expanded Edition)) · Watch on YouTube

youtube_video fEF5fWhdhJo · row fEF5fWhdhJo

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Kiss N Tell

Listed as Ke$ha – Kiss N Tell (Animal (Expanded Edition)) · Watch on YouTube

youtube_video h-u9qH26hcU · row h-u9qH26hcU

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Woman (feat. The Dap-Kings Horns)

Listed as Kesha – Woman (feat. The Dap-Kings Horns) (Rainbow) · Watch on YouTube

youtube_video h5U1YfbzJs8 · row h5U1YfbzJs8

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This Is Me (The Reimagined Remix)

Listed as Keala Settle, Kesha, Missy Elliott – This Is Me (The Reimagined Remix) (The Greatest Showman: Reimagined (Deluxe)) · Watch on YouTube

youtube_video h8Dh8psMOIU · row h8Dh8psMOIU

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Rainbow

Listed as Kesha – Rainbow (Rainbow) · Watch on YouTube

youtube_video jL8O-zUrR2g · row jL8O-zUrR2g

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Blow (Cirkut Remix)

Listed as Ke$ha – Blow (Cirkut Remix) (Blow) · Watch on YouTube

youtube_video mgmpr95tNIc · row mgmpr95tNIc

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Supernatural

Listed as Ke$ha – Supernatural (Warrior (Expanded Edition)) · Watch on YouTube

youtube_video oSCnV2FzG9E · row oSCnV2FzG9E

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This Is Me (From the Greatest Showman)

Listed as Kesha – This Is Me (From the Greatest Showman) (This Is Me (From The Greatest Showman)) · Watch on YouTube

youtube_video pc5m7tfvc0Y · row pc5m7tfvc0Y

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since i was young (daniel allan remix)

Listed as Wrabel, Kesha – since i was young (daniel allan remix) (since i was young (daniel allan remix)) · Watch on YouTube

youtube_video pxNm-8RcB3Y · row pxNm-8RcB3Y

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JOYRIDE

Listed as Kesha – JOYRIDE (JOYRIDE) · Watch on YouTube

youtube_video ra4KxntPJlo · row ra4KxntPJlo

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since i was young (win and woo remix)

Listed as Wrabel, Kesha – since i was young (win and woo remix) (since i was young (win and woo remix)) · Watch on YouTube

youtube_video su95lakojQ8 · row su95lakojQ8

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JOYRIDE (Slowed)

Listed as Kesha – JOYRIDE (Slowed) (JOYRIDE (The Remixes)) · Watch on YouTube

youtube_video t27lHx_0jnY · row t27lHx_0jnY

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We R Who We R

Listed as Ke$ha – We R Who We R (Sommer Pop Hits) · Watch on YouTube

youtube_video tv3l6T-caTs · row tv3l6T-caTs

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since i was young (boiish remix)

Listed as Wrabel, Kesha – since i was young (boiish remix) (since i was young (boiish remix)) · Watch on YouTube

youtube_video uuzy4jcPYJ4 · row uuzy4jcPYJ4

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Hymn

Listed as Kesha – Hymn (Rainbow) · Watch on YouTube

youtube_video v6RSjmFxe2E · row v6RSjmFxe2E

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Raising Hell (feat. Big Freedia)

Listed as Kesha – Raising Hell (feat. Big Freedia) (High Road) · Watch on YouTube

youtube_video wocGeWZj3T0 · row wocGeWZj3T0

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Take It Off (Billboard Radio Mix)

Listed as Ke$ha – Take It Off (Billboard Radio Mix) (Cannibal (Expanded Edition)) · Watch on YouTube

youtube_video yXxO-MMiWsQ · row yXxO-MMiWsQ

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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.