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 Boogie Feet (feat. Eagles of Death Metal), Living In My Head, All That Matters (The Beautiful Life)

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.

Boogie Feet (feat. Eagles of Death Metal)

Listed as Kesha – Boogie Feet (feat. Eagles of Death Metal) (Rainbow) · Watch on YouTube

youtube_video -X80d15vV7c · row -X80d15vV7c

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Living In My Head

Listed as Kesha – Living In My Head (Gag Order) · Watch on YouTube

youtube_video -hJdER9s_uM · row -hJdER9s_uM

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All That Matters (The Beautiful Life)

Listed as Ke$ha – All That Matters (The Beautiful Life) (Warrior (Expanded Edition)) · Watch on YouTube

youtube_video -qPfMeAZ1kI · row -qPfMeAZ1kI

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Finding You

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

youtube_video 1lje90S6BRA · row 1lje90S6BRA

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Animal (Billboard Remix)

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

youtube_video 2r-ks5z1nsQ · row 2r-ks5z1nsQ

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Boots

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

youtube_video 3wu6ptaKyTA · row 3wu6ptaKyTA

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Thinking of You

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

youtube_video 7J8TRiQf2wY · row 7J8TRiQf2wY

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Something To Believe In

Listed as Kesha – Something To Believe In (Gag Order) · Watch on YouTube

youtube_video 7KOCqO0pNtc · row 7KOCqO0pNtc

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Happy (Live Acoustic From Space)

Listed as Kesha – Happy (Live Acoustic From Space) (Gag Order (Live Acoustic From Space)) · Watch on YouTube

youtube_video 9XM9a2U21rc · row 9XM9a2U21rc

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Happy

Listed as Kesha – Happy (Gag Order) · Watch on YouTube

youtube_video AFhaWvAsB_s · row AFhaWvAsB_s

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Resentment (feat. Sturgill Simpson, Brian Wilson & Wrabel)

Listed as Kesha – Resentment (feat. Sturgill Simpson, Brian Wilson & Wrabel) (High Road) · Watch on YouTube

youtube_video AZ9pAdimsjc · row AZ9pAdimsjc

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VIP

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

youtube_video BybIgMGjQzw · row BybIgMGjQzw

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Kinky (feat. Kesha)

Listed as Kesha – Kinky (feat. Kesha) (High Road) · Watch on YouTube

youtube_video CQyNlLUTR38 · row CQyNlLUTR38

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TiK ToK (Fred Falke Club Remix)

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

youtube_video DA0bGDwkZQ0 · row DA0bGDwkZQ0

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Peace & Quiet

Listed as Kesha – Peace & Quiet (Gag Order) · Watch on YouTube

youtube_video DoJMBZuPlws · row DoJMBZuPlws

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Last Goodbye

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

youtube_video GQCiHKTbIk0 · row GQCiHKTbIk0

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The Drama

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

youtube_video H8q5S9rv5tg · row H8q5S9rv5tg

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Too Far Gone

Listed as Kesha – Too Far Gone (Gag Order) · Watch on YouTube

youtube_video HeOqaahwLU8 · row HeOqaahwLU8

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Only Wanna Dance With You

Listed as Ke$ha – Only Wanna Dance With You (Warrior (Expanded Edition)) · Watch on YouTube

youtube_video IcieOARLOUU · row IcieOARLOUU

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Sleazy REMIX 2.0 Get Sleazier (feat. Lil' Wayne, Wiz Khalifa, T.I. & André 3000)

Listed as Ke$ha – Sleazy REMIX 2.0 Get Sleazier (feat. Lil' Wayne, Wiz Khalifa, T.I. & André 3000) (Sleazy REMIX 2.0 Get Sleazier) · Watch on YouTube

youtube_video IgWCallkZ0s · row IgWCallkZ0s

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Rich, White, Straight Men

Listed as Kesha – Rich, White, Straight Men (Rich, White, Straight Men) · Watch on YouTube

youtube_video KDuWuuy8iYM · row KDuWuuy8iYM

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Hungover

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

youtube_video KTeNwmghZFM · row KTeNwmghZFM

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My Own Dance

Listed as Kesha – My Own Dance (High Road) · Watch on YouTube

youtube_video P2Xtu0zrgpo · row P2Xtu0zrgpo

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Here Comes The Change (From the Motion Picture 'On The Basis of Sex')

Listed as Kesha – Here Comes The Change (From the Motion Picture 'On The Basis of Sex') (Here Comes The Change (From the Motion Picture 'On The Basis of Sex')) · Watch on YouTube

youtube_video QCBvF6HkgRw · row QCBvF6HkgRw

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Fine Line

Listed as Kesha – Fine Line (Gag Order) · Watch on YouTube

youtube_video QxJn-K4oUf8 · row QxJn-K4oUf8

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Dirty Love (feat. Iggy Pop)

Listed as Ke$ha – Dirty Love (feat. Iggy Pop) (Warrior (Expanded Edition)) · Watch on YouTube

youtube_video S2_62hUu4dM · row S2_62hUu4dM

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Wherever You Are

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

youtube_video TjdYc10b5n8 · row TjdYc10b5n8

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High Road

Listed as Kesha – High Road (High Road) · Watch on YouTube

youtube_video _8f57NSlAqA · row _8f57NSlAqA

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Hate Me Harder

Listed as Kesha – Hate Me Harder (Gag Order) · Watch on YouTube

youtube_video _wezGi707CI · row _wezGi707CI

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Let 'Em Talk (feat. Eagles of Death Metal)

Listed as Kesha – Let 'Em Talk (feat. Eagles of Death Metal) (Rainbow) · Watch on YouTube

youtube_video _z59wSYAjww · row _z59wSYAjww

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Stephen

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

youtube_video blcDcMElwew · row blcDcMElwew

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All I Need Is You

Listed as Kesha – All I Need Is You (Gag Order) · Watch on YouTube

youtube_video c_MFXvVhRmA · row c_MFXvVhRmA

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Gold Trans Am

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

youtube_video dwXrzF2g5ug · row dwXrzF2g5ug

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Shadow

Listed as Kesha – Shadow (High Road) · Watch on YouTube

youtube_video eBqo2ZU0L3s · row eBqo2ZU0L3s

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Chasing Thunder

Listed as Kesha – Chasing Thunder (High Road) · Watch on YouTube

youtube_video i6TFcncKaxY · row i6TFcncKaxY

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Bastards

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

youtube_video iEsEbBC7G9s · row iEsEbBC7G9s

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JOYRIDE (Revved Up Remix)

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

youtube_video iaXvDEkipzU · row iaXvDEkipzU

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Out Alive

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

youtube_video kfqShfe3SX0 · row kfqShfe3SX0

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Your Love Is My Drug (Bimbo Jones Radio)

Listed as Ke$ha – Your Love Is My Drug (Bimbo Jones Radio) (Cannibal (Expanded Edition)) · Watch on YouTube

youtube_video n4_oVN8hZoY · row n4_oVN8hZoY

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We R Who We R (Fred Falke Club Mix)

Listed as Ke$ha – We R Who We R (Fred Falke Club Mix) (Animal + Cannibal: The Remix Album) · Watch on YouTube

youtube_video nnSgeECrqR8 · row nnSgeECrqR8

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Spaceship

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

youtube_video oO5xRNQni10 · row oO5xRNQni10

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Little Bit Of Love

Listed as Kesha – Little Bit Of Love (High Road) · Watch on YouTube

youtube_video sX0dr5zirLk · row sX0dr5zirLk

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Hunt You Down

Listed as Kesha – Hunt You Down (Rainbow) · Watch on YouTube

youtube_video skXZLDAlUUE · row skXZLDAlUUE

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c u next tuesday

Listed as Ke$ha – c u next tuesday (Animal (Expanded Edition)) · Watch on YouTube

youtube_video u6ivYQKkqBY · row u6ivYQKkqBY

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Tonight

Listed as Kesha – Tonight (High Road) · Watch on YouTube

youtube_video utrSFM4DTYA · row utrSFM4DTYA

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Blow (Remix) (feat. B.o.B)

Listed as Ke$ha – Blow (Remix) (feat. B.o.B) (Blow (Remix)) · Watch on YouTube

youtube_video v2SMF3YdfXw · row v2SMF3YdfXw

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Boots & Boys

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

youtube_video w-8tUQdDKeA · row w-8tUQdDKeA

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JOYRIDE (Acapella)

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

youtube_video xAfBHhdd_UI · row xAfBHhdd_UI

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Die Young REMIX (feat. Juicy J, Wiz Khalifa & Becky G)

Listed as Ke$ha – Die Young REMIX (feat. Juicy J, Wiz Khalifa & Becky G) (Die Young) · Watch on YouTube

youtube_video xCO6nShexwI · row xCO6nShexwI

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JOYRIDE (Instrumental)

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

youtube_video yZCXfM6wB_8 · row yZCXfM6wB_8

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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.