Yes. Mandy Moore has 116 songs listed in a dataset used to train AI music models.

Used for training 116

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 Lock Me In Your Heart, I’d Rather Lose, Top Of The World

Listed under the artist name 116 songs in LAION-DISCO-12M

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

Lock Me In Your Heart

Listed as Mandy Moore – Lock Me In Your Heart (So Real) · Watch on YouTube

youtube_video 01XoMN61u1s · row 01XoMN61u1s

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I’d Rather Lose

Listed as Mandy Moore – I’d Rather Lose (Silver Landings) · Watch on YouTube

youtube_video 0LsrGbUhahI · row 0LsrGbUhahI

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Top Of The World

Listed as Mandy Moore – Top Of The World (Music From and Inspired by Stuart Little 2) · Watch on YouTube

youtube_video 195O0IlqnyY · row 195O0IlqnyY

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Cry

Listed as Mandy Moore – Cry (The Best of Mandy Moore) · Watch on YouTube

youtube_video 2OSg21uhpfs · row 2OSg21uhpfs

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Healing Incantation (From "Tangled"/Soundtrack Version)

Listed as Mandy Moore – Healing Incantation (From "Tangled"/Soundtrack Version) (Tangled) · Watch on YouTube

youtube_video 4-n9gBjH7x0 · row 4-n9gBjH7x0

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One Way Or Another

Listed as Mandy Moore – One Way Or Another (Coverage) · Watch on YouTube

youtube_video 5x_ioUqI1xs · row 5x_ioUqI1xs

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I Like It

Listed as Mandy Moore – I Like It (So Real) · Watch on YouTube

youtube_video 8u3VtqOH5pQ · row 8u3VtqOH5pQ

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Four Moons

Listed as Mandy Moore – Four Moons (In Real Life) · Watch on YouTube

youtube_video 99YOkm0pPuM · row 99YOkm0pPuM

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Secret Love

Listed as Mandy Moore – Secret Love (Mona Lisa Smile (Music from the Motion Picture)) · Watch on YouTube

youtube_video 9PHhAW8Ctz4 · row 9PHhAW8Ctz4

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Walk Me Home

Listed as Mandy Moore – Walk Me Home (So Real) · Watch on YouTube

youtube_video 9WjlEsam5o4 · row 9WjlEsam5o4

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Next Stop Anywhere

Listed as Mandy Moore, Zachary Levi, Eden Espinosa – Next Stop Anywhere (Rapunzel’s Tangled Adventure (Music from the TV Series)) · Watch on YouTube

youtube_video ETaqN0AAhDY · row ETaqN0AAhDY

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Extraordinary

Listed as Mandy Moore – Extraordinary (Wild Hope) · Watch on YouTube

youtube_video I-OGa2FNvxw · row I-OGa2FNvxw

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I'd Give Anything

Listed as Mandy Moore – I'd Give Anything (Rapunzel’s Tangled Adventure: Plus Est En Vous (Music from the TV Series)) · Watch on YouTube

youtube_video Ihu6sRXyz-M · row Ihu6sRXyz-M

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Someday We'll Know

Listed as Mandy Moore, Jonathan Foreman – Someday We'll Know (A Walk To Remember Music From The Motion Picture) · Watch on YouTube

youtube_video JIzY0FnbJGU · row JIzY0FnbJGU

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When I Wasn’t Watching

Listed as Mandy Moore – When I Wasn’t Watching (Silver Landings) · Watch on YouTube

youtube_video M5X1oQvOKSc · row M5X1oQvOKSc

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In My Pocket

Listed as Mandy Moore – In My Pocket (Mandy Moore) · Watch on YouTube

youtube_video MAu-d4ZY2Lo · row MAu-d4ZY2Lo

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In Real Life

Listed as Mandy Moore – In Real Life (In Real Life) · Watch on YouTube

youtube_video NZNwg4mWbKc · row NZNwg4mWbKc

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Have a Little Faith In Me

Listed as Mandy Moore – Have a Little Faith In Me (Coverage) · Watch on YouTube

youtube_video OacjOswgdNQ · row OacjOswgdNQ

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When Will My Life Begin (Reprise 2) (From "Tangled"/Soundtrack Version)

Listed as Mandy Moore – When Will My Life Begin (Reprise 2) (From "Tangled"/Soundtrack Version) (Tangled) · Watch on YouTube

youtube_video QQ6WkIVAeTM · row QQ6WkIVAeTM

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Saturate Me

Listed as Mandy Moore – Saturate Me (Mandy Moore) · Watch on YouTube

youtube_video QuTb-8ectvI · row QuTb-8ectvI

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When Will My Life Begin (Reprise 1) (From "Tangled"/Soundtrack Version)

Listed as Mandy Moore – When Will My Life Begin (Reprise 1) (From "Tangled"/Soundtrack Version) (Tangled) · Watch on YouTube

youtube_video TSZ3lg5qwMI · row TSZ3lg5qwMI

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Next Stop Anywhere (Reprise)

Listed as Mandy Moore, Zachary Levi – Next Stop Anywhere (Reprise) (Rapunzel’s Tangled Adventure (Music from the TV Series)) · Watch on YouTube

youtube_video TWrsC0hQxtc · row TWrsC0hQxtc

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If I Could Take This Moment Back

Listed as Mandy Moore, Zachary Levi – If I Could Take This Moment Back (Rapunzel’s Tangled Adventure (Music from the TV Series)) · Watch on YouTube

youtube_video UhWTkbd2LpM · row UhWTkbd2LpM

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Crush

Listed as Mandy Moore – Crush (Mandy Moore) · Watch on YouTube

youtube_video Uv6S4FsAx8E · row Uv6S4FsAx8E

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Candy

Listed as Mandy Moore – Candy (So Real) · Watch on YouTube

youtube_video UxJIifbfkyI · row UxJIifbfkyI

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Can We Still Be Friends

Listed as Mandy Moore – Can We Still Be Friends (Coverage) · Watch on YouTube

youtube_video UySqw-DX0o4 · row UySqw-DX0o4

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Invisible Ink (Rebecca's Demo)

Listed as Mandy Moore – Invisible Ink (Rebecca's Demo) (Invisible Ink (Rebecca's Demo) (Music From The Series "This Is Us")) · Watch on YouTube

youtube_video VpCMt_WIBqM · row VpCMt_WIBqM

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It's Gonna Be Love

Listed as Mandy Moore – It's Gonna Be Love (A Walk To Remember Music From The Motion Picture) · Watch on YouTube

youtube_video X9Iqr8PKKbE · row X9Iqr8PKKbE

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The Girl Who Has Everything (Reprise)

Listed as Mandy Moore – The Girl Who Has Everything (Reprise) (Rapunzel’s Tangled Adventure: Plus Est En Vous (Music from the TV Series)) · Watch on YouTube

youtube_video XuUyEPuTlJc · row XuUyEPuTlJc

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So Real

Listed as Mandy Moore – So Real (So Real) · Watch on YouTube

youtube_video _yNwDytjzEQ · row _yNwDytjzEQ

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17

Listed as Mandy Moore – 17 (Mandy Moore) · Watch on YouTube

youtube_video aKA7sQzHT84 · row aKA7sQzHT84

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Want You Back

Listed as Mandy Moore – Want You Back (I Wanna Be With You) · Watch on YouTube

youtube_video ae6Y3uBrH7E · row ae6Y3uBrH7E

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Everything My Heart Desires

Listed as Mandy Moore – Everything My Heart Desires (I Wanna Be With You) · Watch on YouTube

youtube_video aesXcxfywws · row aesXcxfywws

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Save A Little For Yourself

Listed as Mandy Moore – Save A Little For Yourself (Silver Landings) · Watch on YouTube

youtube_video conSKFzGTkA · row conSKFzGTkA

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With You by My Side

Listed as Mandy Moore, Zachary Levi, Eden Espinosa – With You by My Side (Rapunzel’s Tangled Adventure (Music from the TV Series)) · Watch on YouTube

youtube_video dOoa4pIitjA · row dOoa4pIitjA

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The Tear Heals (From "Tangled"/Score)

Listed as Mandy Moore – The Tear Heals (From "Tangled"/Score) (Tangled) · Watch on YouTube

youtube_video fYsoLSo9wnQ · row fYsoLSo9wnQ

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I See the Light (From "Tangled" / Soundtrack Version)

Listed as Mandy Moore, Zachary Levi – I See the Light (From "Tangled" / Soundtrack Version) (Tangled) · Watch on YouTube

youtube_video h9SAUq5-V7o · row h9SAUq5-V7o

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The View from Up Here

Listed as Mandy Moore, Eden Espinosa – The View from Up Here (Rapunzel’s Tangled Adventure (Music from the TV Series)) · Watch on YouTube

youtube_video jXosy7laTek · row jXosy7laTek

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Stronger Than Ever Before

Listed as Mandy Moore, Zachary Levi, James Monroe Iglehart – Stronger Than Ever Before (Rapunzel’s Tangled Adventure: Plus Est En Vous (Music from the TV Series)) · Watch on YouTube

youtube_video oEvHQ9j_IKY · row oEvHQ9j_IKY

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The Way To My Heart

Listed as Mandy Moore – The Way To My Heart (I Wanna Be With You) · Watch on YouTube

youtube_video rC0pWcIcVDo · row rC0pWcIcVDo

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Candy (Wade Robson remix)

Listed as Mandy Moore – Candy (Wade Robson remix) (I Wanna Be With You) · Watch on YouTube

youtube_video rO32dhpJdoI · row rO32dhpJdoI

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Crossing the Line

Listed as Mandy Moore, Eden Espinosa – Crossing the Line (Rapunzel’s Tangled Adventure: Plus Est En Vous (Music from the TV Series)) · Watch on YouTube

youtube_video rrsGocQo2sE · row rrsGocQo2sE

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I Wanna Be With You

Listed as Mandy Moore – I Wanna Be With You (I Wanna Be With You) · Watch on YouTube

youtube_video tjn7zI0h0R0 · row tjn7zI0h0R0

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Willin’

Listed as Mandy Moore – Willin’ (Willin' (Music From The Series This Is Us)) · Watch on YouTube

youtube_video uLhYpiT-LeA · row uLhYpiT-LeA

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The Girl Who Has Everything

Listed as Mandy Moore – The Girl Who Has Everything (Rapunzel’s Tangled Adventure: Plus Est En Vous (Music from the TV Series)) · Watch on YouTube

youtube_video uNAMW4fY9gU · row uNAMW4fY9gU

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Tryin' My Best, Los Angeles

Listed as Mandy Moore – Tryin' My Best, Los Angeles (Silver Landings) · Watch on YouTube

youtube_video u_OvwQ38ubI · row u_OvwQ38ubI

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Moonshadow

Listed as Mandy Moore – Moonshadow (Coverage) · Watch on YouTube

youtube_video w60049oinwA · row w60049oinwA

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Cry

Listed as Mandy Moore – Cry (Mandy Moore) · Watch on YouTube

youtube_video xw8R8Xr4wK4 · row xw8R8Xr4wK4

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Fifteen

Listed as Mandy Moore – Fifteen (Silver Landings) · Watch on YouTube

youtube_video z-Cs7ebq81k · row z-Cs7ebq81k

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When Will My Life Begin? (From "Tangled" / Soundtrack Version)

Listed as Mandy Moore – When Will My Life Begin? (From "Tangled" / Soundtrack Version) (Tangled) · Watch on YouTube

youtube_video zLVrbFB7Xlc · row zLVrbFB7Xlc

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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.