Yes. Beyoncé has 175 songs listed in a dataset used to train AI music models.

Used for training 175

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 Heaven, Hello, Video Phone (Extended Remix featuring Lady Gaga) (feat. Lady Gaga)

Listed under the artist name 175 songs in LAION-DISCO-12M

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

Heaven

Listed as Beyoncé – Heaven (BEYONCÉ [Platinum Edition]) · Watch on YouTube

youtube_video 2xXi1zxmDJI · row 2xXi1zxmDJI

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Hello

Listed as Beyoncé – Hello (I AM...SASHA FIERCE) · Watch on YouTube

youtube_video 60gOJYc93J8 · row 60gOJYc93J8

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Video Phone (Extended Remix featuring Lady Gaga) (feat. Lady Gaga)

Listed as Beyoncé – Video Phone (Extended Remix featuring Lady Gaga) (feat. Lady Gaga) (Broken-Hearted Girl) · Watch on YouTube

youtube_video 67m52RIam8Q · row 67m52RIam8Q

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Ring The Alarm

Listed as Beyoncé – Ring The Alarm (B'Day) · Watch on YouTube

youtube_video 6BQiV9h-8jM · row 6BQiV9h-8jM

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Daddy Lessons

Listed as Beyoncé – Daddy Lessons (Lemonade) · Watch on YouTube

youtube_video 6Mm9ae_qg9I · row 6Mm9ae_qg9I

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PURE/HONEY

Listed as Beyoncé – PURE/HONEY (RENAISSANCE) · Watch on YouTube

youtube_video 7beBL5djE8E · row 7beBL5djE8E

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SUMMER RENAISSANCE

Listed as Beyoncé – SUMMER RENAISSANCE (RENAISSANCE) · Watch on YouTube

youtube_video AWHMgWT05RE · row AWHMgWT05RE

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PLASTIC OFF THE SOFA

Listed as Beyoncé – PLASTIC OFF THE SOFA (RENAISSANCE) · Watch on YouTube

youtube_video BEcqve3C9Kk · row BEcqve3C9Kk

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CHURCH GIRL

Listed as Beyoncé – CHURCH GIRL (RENAISSANCE) · Watch on YouTube

youtube_video DNghDHd2At8 · row DNghDHd2At8

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BODYGUARD

Listed as Beyoncé – BODYGUARD (COWBOY CARTER) · Watch on YouTube

youtube_video E9qjKyMk9iI · row E9qjKyMk9iI

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Rocket

Listed as Beyoncé – Rocket (BEYONCÉ [Platinum Edition]) · Watch on YouTube

youtube_video GTchztxRytQ · row GTchztxRytQ

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***Flawless (feat. Chimamanda Ngozi Adichie)

Listed as Beyoncé – ***Flawless (feat. Chimamanda Ngozi Adichie) (BEYONCÉ [Platinum Edition]) · Watch on YouTube

youtube_video GdDrUpnNDmU · row GdDrUpnNDmU

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COZY

Listed as Beyoncé – COZY (RENAISSANCE) · Watch on YouTube

youtube_video LeLfgdYj3Js · row LeLfgdYj3Js

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Speechless

Listed as Beyoncé – Speechless (Dangerously In Love) · Watch on YouTube

youtube_video NuunDgjTUjw · row NuunDgjTUjw

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BLACK PARADE (Extended Version)

Listed as Beyoncé – BLACK PARADE (Extended Version) (The Lion King: The Gift (Deluxe Edition)) · Watch on YouTube

youtube_video Odi2S1dRjws · row Odi2S1dRjws

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16 CARRIAGES

Listed as Beyoncé – 16 CARRIAGES (COWBOY CARTER) · Watch on YouTube

youtube_video PEu1E3YlHZ8 · row PEu1E3YlHZ8

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Mine (feat. Drake)

Listed as Beyoncé – Mine (feat. Drake) (BEYONCÉ [Platinum Edition]) · Watch on YouTube

youtube_video SYQv1vNTKBY · row SYQv1vNTKBY

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6 Inch (feat. The Weeknd)

Listed as Beyoncé – 6 Inch (feat. The Weeknd) (Lemonade) · Watch on YouTube

youtube_video UKMmfBkrhtY · row UKMmfBkrhtY

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All I Could Do Was Cry

Listed as Beyoncé – All I Could Do Was Cry (Music From The Motion Picture Cadillac Records) · Watch on YouTube

youtube_video WsglxKjDAyk · row WsglxKjDAyk

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Blow

Listed as Beyoncé – Blow (BEYONCÉ [Platinum Edition]) · Watch on YouTube

youtube_video XGgAxq1fLVs · row XGgAxq1fLVs

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THIQUE

Listed as Beyoncé – THIQUE (RENAISSANCE) · Watch on YouTube

youtube_video ZrSRjJpzQxI · row ZrSRjJpzQxI

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AMERIICAN REQUIEM

Listed as Beyoncé – AMERIICAN REQUIEM (COWBOY CARTER) · Watch on YouTube

youtube_video aJMl-K7HcZk · row aJMl-K7HcZk

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Irreplaceable (Irreemplazable) [Spanish version]

Listed as Beyoncé – Irreplaceable (Irreemplazable) [Spanish version] (B'Day Deluxe Edition) · Watch on YouTube

youtube_video aNrUmAu8oWE · row aNrUmAu8oWE

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Listen (From the Motion Picture "Dreamgirls")

Listed as Beyoncé – Listen (From the Motion Picture "Dreamgirls") (B'Day) · Watch on YouTube

youtube_video alQpxk84j-c · row alQpxk84j-c

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Kitty Kat

Listed as Beyoncé – Kitty Kat (B'Day) · Watch on YouTube

youtube_video bgieZZ1iHcA · row bgieZZ1iHcA

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Ave Maria

Listed as Beyoncé – Ave Maria (I AM...SASHA FIERCE) · Watch on YouTube

youtube_video dVtcBEjbR8g · row dVtcBEjbR8g

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DELRESTO (ECHOES)

Listed as Beyoncé, Travis Scott – DELRESTO (ECHOES) (DELRESTO (ECHOES)) · Watch on YouTube

youtube_video djjJppx5nD0 · row djjJppx5nD0

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I'M THAT GIRL

Listed as Beyoncé – I'M THAT GIRL (RENAISSANCE) · Watch on YouTube

youtube_video h47LOZlL2Q0 · row h47LOZlL2Q0

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I Was Here

Listed as Beyoncé – I Was Here (4) · Watch on YouTube

youtube_video hDb3jZfWpoA · row hDb3jZfWpoA

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Ego (Remix) (feat. Kanye West)

Listed as Beyoncé – Ego (Remix) (feat. Kanye West) (Above And Beyoncé Dance Mixes) · Watch on YouTube

youtube_video hf9NHE534mk · row hf9NHE534mk

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YA YA

Listed as Beyoncé – YA YA (COWBOY CARTER) · Watch on YouTube

youtube_video mGEXgCKaTOM · row mGEXgCKaTOM

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DAUGHTER

Listed as Beyoncé – DAUGHTER (COWBOY CARTER) · Watch on YouTube

youtube_video mQf_ofpbypw · row mQf_ofpbypw

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SPIRIT (From Disney's "The Lion King")

Listed as Beyoncé – SPIRIT (From Disney's "The Lion King") (SPIRIT (From Disney's "The Lion King")) · Watch on YouTube

youtube_video mXblqtzy_tE · row mXblqtzy_tE

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Green Light

Listed as Beyoncé – Green Light (B'Day) · Watch on YouTube

youtube_video mbiaNB1MK6M · row mbiaNB1MK6M

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Crazy In Love (Homecoming Live)

Listed as Beyoncé – Crazy In Love (Homecoming Live) (HOMECOMING: THE LIVE ALBUM) · Watch on YouTube

youtube_video oi2KtQPp0lk · row oi2KtQPp0lk

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VIRGO'S GROOVE

Listed as Beyoncé – VIRGO'S GROOVE (RENAISSANCE) · Watch on YouTube

youtube_video pCMEvXPmfP4 · row pCMEvXPmfP4

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Flawless Remix (feat. Nicki Minaj)

Listed as Beyoncé – Flawless Remix (feat. Nicki Minaj) (BEYONCÉ [Platinum Edition]) · Watch on YouTube

youtube_video qZaLAAcehX4 · row qZaLAAcehX4

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Disappear

Listed as Beyoncé – Disappear (I AM...SASHA FIERCE) · Watch on YouTube

youtube_video sCXi9uvNpaw · row sCXi9uvNpaw

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Halo (Live)

Listed as Beyoncé – Halo (Live) (I Am...World Tour) · Watch on YouTube

youtube_video swb1eoecbpM · row swb1eoecbpM

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Freakum Dress

Listed as Beyoncé – Freakum Dress (B'Day) · Watch on YouTube

youtube_video tjlm6jnt6jU · row tjlm6jnt6jU

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ENERGY (feat. BEAM)

Listed as Beyoncé – ENERGY (feat. BEAM) (RENAISSANCE) · Watch on YouTube

youtube_video vMeUz6-VEec · row vMeUz6-VEec

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MOVE (feat. Grace Jones & Tems)

Listed as Beyoncé – MOVE (feat. Grace Jones & Tems) (RENAISSANCE) · Watch on YouTube

youtube_video wU022KMAP8A · row wU022KMAP8A

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Resentment

Listed as Beyoncé – Resentment (B'Day) · Watch on YouTube

youtube_video weWoITyIQNQ · row weWoITyIQNQ

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MY HOUSE

Listed as Beyoncé – MY HOUSE (MY HOUSE) · Watch on YouTube

youtube_video wuBdV0BIIMw · row wuBdV0BIIMw

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Signs (feat. Beyoncé)

Listed as Beyoncé – Signs (feat. Beyoncé) (Dangerously In Love) · Watch on YouTube

youtube_video x3XDGPrzxSM · row x3XDGPrzxSM

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Don't Hurt Yourself (feat. Jack White)

Listed as Beyoncé – Don't Hurt Yourself (feat. Jack White) (Lemonade) · Watch on YouTube

youtube_video xnMnZURoztQ · row xnMnZURoztQ

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Before I Let Go (Homecoming Live Bonus Track)

Listed as Beyoncé – Before I Let Go (Homecoming Live Bonus Track) (HOMECOMING: THE LIVE ALBUM) · Watch on YouTube

youtube_video yLRa773SV4U · row yLRa773SV4U

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Diva (Homecoming Live)

Listed as Beyoncé – Diva (Homecoming Live) (HOMECOMING: THE LIVE ALBUM) · Watch on YouTube

youtube_video yN8ojpkwYps · row yN8ojpkwYps

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Jealous

Listed as Beyoncé – Jealous (BEYONCÉ [Platinum Edition]) · Watch on YouTube

youtube_video yNMdFio_KCs · row yNMdFio_KCs

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TEXAS HOLD 'EM (PONY UP) REMIX

Listed as Beyoncé – TEXAS HOLD 'EM (PONY UP) REMIX (TEXAS HOLD 'EM (PONY UP) REMIX) · Watch on YouTube

youtube_video yWBdzLCqi18 · row yWBdzLCqi18

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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.