Yes. Anastacia has 148 songs listed in a dataset used to train AI music models.

Used for training 148

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 Someday My Prince Will Come, I'm Outta Love (CARSTN & Nicolas Haelg Remix), Redlight

Listed under the artist name 148 songs in LAION-DISCO-12M

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

Someday My Prince Will Come

Listed as Anastacia – Someday My Prince Will Come (Freak of Nature (Deluxe)) · Watch on YouTube

youtube_video 0NKKr-6TSQ4 · row 0NKKr-6TSQ4

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I'm Outta Love (CARSTN & Nicolas Haelg Remix)

Listed as Anastacia – I'm Outta Love (CARSTN & Nicolas Haelg Remix) (I'm Outta Love (CARSTN & Nicolas Haelg Remix)) · Watch on YouTube

youtube_video 1UPNbEvaKCs · row 1UPNbEvaKCs

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Redlight

Listed as Anastacia – Redlight (Evolution) · Watch on YouTube

youtube_video 37L4Sgvw-mg · row 37L4Sgvw-mg

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All Fall Down

Listed as Anastacia – All Fall Down (Heavy Rotation) · Watch on YouTube

youtube_video 4EmwO-HAn5c · row 4EmwO-HAn5c

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Stamina

Listed as Anastacia – Stamina (Evolution) · Watch on YouTube

youtube_video 5W1t9D2v3bw · row 5W1t9D2v3bw

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My Everything

Listed as Anastacia – My Everything (Evolution) · Watch on YouTube

youtube_video 83I6tzOjZjI · row 83I6tzOjZjI

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Back in Black

Listed as Anastacia – Back in Black (It's a Man's World) · Watch on YouTube

youtube_video AjeMb0BWWDQ · row AjeMb0BWWDQ

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Reckless

Listed as Anastacia – Reckless (Evolution) · Watch on YouTube

youtube_video Avv10VodIwc · row Avv10VodIwc

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Pain

Listed as Anastacia – Pain (Evolution) · Watch on YouTube

youtube_video Btir9N6vwso · row Btir9N6vwso

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Heavy Rotation

Listed as Anastacia – Heavy Rotation (Heavy Rotation) · Watch on YouTube

youtube_video CIsv_riZ7nk · row CIsv_riZ7nk

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One Day In Your Life (Almighty Mix)

Listed as Anastacia – One Day In Your Life (Almighty Mix) (One Day In Your Life) · Watch on YouTube

youtube_video Dh_FSEau8Os · row Dh_FSEau8Os

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Left Outside Alone (Jason Nevins Mix Show Edit)

Listed as Anastacia – Left Outside Alone (Jason Nevins Mix Show Edit) (Left Outside Alone) · Watch on YouTube

youtube_video GJGLU1WBhJI · row GJGLU1WBhJI

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Sweet Child O' Mine

Listed as Anastacia – Sweet Child O' Mine (It's a Man's World) · Watch on YouTube

youtube_video Iq4vvqnpt7A · row Iq4vvqnpt7A

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Left Outside Alone (Jason Nevins Global Club Edit)

Listed as Anastacia – Left Outside Alone (Jason Nevins Global Club Edit) (Pieces of A Dream - The Remixes) · Watch on YouTube

youtube_video J-tPNcdSe8Q · row J-tPNcdSe8Q

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One More Chance

Listed as Anastacia – One More Chance (Not That Kind) · Watch on YouTube

youtube_video JEQbXNtEAek · row JEQbXNtEAek

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Best of You

Listed as Anastacia – Best of You (It's a Man's World) · Watch on YouTube

youtube_video Jr3580ev520 · row Jr3580ev520

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Wishing Well

Listed as Anastacia – Wishing Well (Not That Kind) · Watch on YouTube

youtube_video LKLt2wHSebo · row LKLt2wHSebo

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I Thought I Told You That (feat. Faith Evans)

Listed as Anastacia – I Thought I Told You That (feat. Faith Evans) (Freak of Nature (Deluxe)) · Watch on YouTube

youtube_video LMPjXwz6sQ0 · row LMPjXwz6sQ0

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Don't Stop (Doin' It) (European Version)

Listed as Anastacia – Don't Stop (Doin' It) (European Version) (Freak of Nature) · Watch on YouTube

youtube_video Lar3xw8NDU0 · row Lar3xw8NDU0

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Resurrection

Listed as Anastacia – Resurrection (A 4 APP) · Watch on YouTube

youtube_video Nuf6uXucABk · row Nuf6uXucABk

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Pretty Little Dum Dum

Listed as Anastacia – Pretty Little Dum Dum (Anastacia) · Watch on YouTube

youtube_video OgQFNuvIMhk · row OgQFNuvIMhk

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Club Megamix

Listed as Anastacia – Club Megamix (Pieces Of A Dream) · Watch on YouTube

youtube_video OhjLxCNc0g8 · row OhjLxCNc0g8

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Boxer

Listed as Anastacia – Boxer (Evolution) · Watch on YouTube

youtube_video PMp4wr2DyWY · row PMp4wr2DyWY

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You Give Love a Bad Name

Listed as Anastacia – You Give Love a Bad Name (It's a Man's World) · Watch on YouTube

youtube_video PlSKWupKJ_A · row PlSKWupKJ_A

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Before

Listed as Anastacia – Before (Evolution) · Watch on YouTube

youtube_video T7LQsBmEXEo · row T7LQsBmEXEo

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Not Coming Down

Listed as Anastacia – Not Coming Down (Evolution) · Watch on YouTube

youtube_video Tc-ixUPR8Yw · row Tc-ixUPR8Yw

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Staring at the Sun

Listed as Anastacia – Staring at the Sun (Resurrection) · Watch on YouTube

youtube_video Va0o2EKvfsQ · row Va0o2EKvfsQ

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What Can We Do (Deeper Love)

Listed as Anastacia – What Can We Do (Deeper Love) (What Can We Do (Deeper Love)) · Watch on YouTube

youtube_video VmvzBwmKsmE · row VmvzBwmKsmE

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Absolutely Positively

Listed as Anastacia – Absolutely Positively (Heavy Rotation) · Watch on YouTube

youtube_video XY3-AZ6X7VM · row XY3-AZ6X7VM

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Love Is Alive

Listed as Anastacia – Love Is Alive (Not That Kind) · Watch on YouTube

youtube_video YEmmuOBS3ps · row YEmmuOBS3ps

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Don'tcha Wanna

Listed as Anastacia – Don'tcha Wanna (Freak of Nature) · Watch on YouTube

youtube_video YF0J3N9I5J4 · row YF0J3N9I5J4

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In Your Eyes

Listed as Anastacia – In Your Eyes (Pieces Of A Dream) · Watch on YouTube

youtube_video ZNXMHWl7yCg · row ZNXMHWl7yCg

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Maybe Today

Listed as Anastacia – Maybe Today (Anastacia) · Watch on YouTube

youtube_video d5BZlyyhuDI · row d5BZlyyhuDI

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American Night

Listed as Anastacia – American Night (American Night) · Watch on YouTube

youtube_video fwCWxS6CYpE · row fwCWxS6CYpE

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Left Outside Alone (Jason Nevins Global Club)

Listed as Anastacia – Left Outside Alone (Jason Nevins Global Club) (Left Outside Alone) · Watch on YouTube

youtube_video gNgqY-gMmWg · row gNgqY-gMmWg

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You'll Never Be Alone

Listed as Anastacia – You'll Never Be Alone (Freak of Nature) · Watch on YouTube

youtube_video homfqOjDWSw · row homfqOjDWSw

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Left Outside Alone (MAS*H Rock Mix)

Listed as Anastacia – Left Outside Alone (M*A*S*H Rock Mix) (Left Outside Alone) · Watch on YouTube

youtube_video jRAXr7HHRe4 · row jRAXr7HHRe4

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Why

Listed as Anastacia – Why (Evolution) · Watch on YouTube

youtube_video komOhz0RQgU · row komOhz0RQgU

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Nobody Loves Me Better

Listed as Anastacia – Nobody Loves Me Better (Evolution) · Watch on YouTube

youtube_video lttELhIMJWg · row lttELhIMJWg

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Sexy Single

Listed as Anastacia – Sexy Single (Anastacia) · Watch on YouTube

youtube_video mIOKSmBs_YM · row mIOKSmBs_YM

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Yo Trippin'

Listed as Anastacia – Yo Trippin' (Not That Kind) · Watch on YouTube

youtube_video mJk1_RRz8i0 · row mJk1_RRz8i0

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Overdue Goodbye

Listed as Anastacia – Overdue Goodbye (Freak of Nature) · Watch on YouTube

youtube_video nEweWa-oHdw · row nEweWa-oHdw

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Secrets

Listed as Anastacia – Secrets (Freak of Nature) · Watch on YouTube

youtube_video nJ-aeKFG2SI · row nJ-aeKFG2SI

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Love Is a Crime (Thunderpuss Club Special Edition Edit)

Listed as Anastacia – Love Is a Crime (Thunderpuss Club Special Edition Edit) (Pieces of A Dream - The Remixes) · Watch on YouTube

youtube_video qOs_bo1RkLY · row qOs_bo1RkLY

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Freak of Nature

Listed as Anastacia – Freak of Nature (Freak of Nature) · Watch on YouTube

youtube_video sOW5naSjDkc · row sOW5naSjDkc

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I Dreamed You

Listed as Anastacia – I Dreamed You (Freak of Nature (Deluxe)) · Watch on YouTube

youtube_video tBdZDnfztCQ · row tBdZDnfztCQ

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Same Old Story

Listed as Anastacia – Same Old Story (Not That Kind) · Watch on YouTube

youtube_video udFuuLw6tS4 · row udFuuLw6tS4

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Where Do I Belong

Listed as Anastacia – Where Do I Belong (Anastacia) · Watch on YouTube

youtube_video w-HyLUc8W-4 · row w-HyLUc8W-4

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How Come the World Won't Stop

Listed as Anastacia – How Come the World Won't Stop (Freak of Nature (Deluxe)) · Watch on YouTube

youtube_video xm2mDhu9TjU · row xm2mDhu9TjU

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Black Roses

Listed as Anastacia – Black Roses (Not That Kind) · Watch on YouTube

youtube_video y7Yi4bSAEmo · row y7Yi4bSAEmo

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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.