Yes. Shania Twain has 138 songs listed in a dataset used to train AI music models.

Used for training 138

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 Waiter! Bring Me Water!, I Ain't Goin' Down (Red Version), Raining On Our Love

Listed under the artist name 138 songs in LAION-DISCO-12M

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

Waiter! Bring Me Water!

Listed as Shania Twain – Waiter! Bring Me Water! (Up! (Green Version)) · Watch on YouTube

youtube_video -1ed6LzdhzI · row -1ed6LzdhzI

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I Ain't Goin' Down (Red Version)

Listed as Shania Twain – I Ain't Goin' Down (Red Version) (Up! (Red Version)) · Watch on YouTube

youtube_video -1hft8g1DM8 · row -1hft8g1DM8

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Raining On Our Love

Listed as Shania Twain – Raining On Our Love (The Woman In Me) · Watch on YouTube

youtube_video -dmTv1spXd8 · row -dmTv1spXd8

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It Only Hurts When I'm Breathing (Red Version)

Listed as Shania Twain – It Only Hurts When I'm Breathing (Red Version) (Up! (Red and Blue Version)) · Watch on YouTube

youtube_video 00JT9BktCNU · row 00JT9BktCNU

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(Wanna Get To Know You) That Good! (Red Version)

Listed as Shania Twain – (Wanna Get To Know You) That Good! (Red Version) (Up! (Red and Green Version)) · Watch on YouTube

youtube_video 2Gd5AmnpgbA · row 2Gd5AmnpgbA

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Juanita (Red Version)

Listed as Shania Twain – Juanita (Red Version) (Up! (Red and Blue Version)) · Watch on YouTube

youtube_video 48c1gC_IW8w · row 48c1gC_IW8w

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Inhale/Exhale AIR

Listed as Shania Twain – Inhale/Exhale AIR (Queen Of Me) · Watch on YouTube

youtube_video 59zFcstfyJQ · row 59zFcstfyJQ

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Nah! (Red Version)

Listed as Shania Twain – Nah! (Red Version) (Up! (Red Version)) · Watch on YouTube

youtube_video 6uHiA35LoMA · row 6uHiA35LoMA

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Not Just A Girl

Listed as Shania Twain – Not Just A Girl (Queen Of Me) · Watch on YouTube

youtube_video 7PTvTrn5YTc · row 7PTvTrn5YTc

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Any Man Of Mine (Live)

Listed as Shania Twain – Any Man Of Mine (Live) (Still The One: Live From Vegas) · Watch on YouTube

youtube_video 8Uz8CGNure0 · row 8Uz8CGNure0

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I Won't Leave You Lonely

Listed as Shania Twain – I Won't Leave You Lonely (Come On Over) · Watch on YouTube

youtube_video 8lrxtYoEVWs · row 8lrxtYoEVWs

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Number One

Listed as Shania Twain – Number One (Queen Of Me) · Watch on YouTube

youtube_video 8vsb9MMg9rE · row 8vsb9MMg9rE

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(Wanna Get To Know You) That Good!

Listed as Shania Twain – (Wanna Get To Know You) That Good! (Up! (Green Version)) · Watch on YouTube

youtube_video 9m91jgGYIss · row 9m91jgGYIss

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Any Man Of Mine (Shania Vocal Mix)

Listed as Shania Twain – Any Man Of Mine (Shania Vocal Mix) (The Woman In Me (Super Deluxe Diamond Edition)) · Watch on YouTube

youtube_video AH3YhBtBSaI · row AH3YhBtBSaI

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Best Friend

Listed as Shania Twain – Best Friend (Queen Of Me) · Watch on YouTube

youtube_video BYC4LdCJl98 · row BYC4LdCJl98

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C'est La Vie

Listed as Shania Twain – C'est La Vie (Up! (Green Version)) · Watch on YouTube

youtube_video BYzWNIRe_fo · row BYzWNIRe_fo

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You're Still The One (Live)

Listed as Shania Twain – You're Still The One (Live) (Thank You Baby) · Watch on YouTube

youtube_video DkSSvXOIsUQ · row DkSSvXOIsUQ

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In My Car (I'll Be The Driver)

Listed as Shania Twain – In My Car (I'll Be The Driver) (Up! (Green Version)) · Watch on YouTube

youtube_video EurBTpG5bR8 · row EurBTpG5bR8

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Up! (Live)

Listed as Shania Twain – Up! (Live) (Still The One: Live From Vegas) · Watch on YouTube

youtube_video Euv68tr9tgA · row Euv68tr9tgA

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What A Way To Wanna Be! (Red Version)

Listed as Shania Twain – What A Way To Wanna Be! (Red Version) (Up! (Red and Green Version)) · Watch on YouTube

youtube_video FR7Tb-FQYmI · row FR7Tb-FQYmI

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I'm Jealous (Red Version)

Listed as Shania Twain – I'm Jealous (Red Version) (Up! (Red and Green Version)) · Watch on YouTube

youtube_video H7Nmz7puMog · row H7Nmz7puMog

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All Fired Up, No Place to Go

Listed as Shania Twain – All Fired Up, No Place to Go (Shania Twain - The First Time...For The Last Time) · Watch on YouTube

youtube_video INn4nQzoz14 · row INn4nQzoz14

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Queen Of Me

Listed as Shania Twain – Queen Of Me (Queen Of Me) · Watch on YouTube

youtube_video IzaNye9n4EU · row IzaNye9n4EU

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When You Kiss Me

Listed as Shania Twain – When You Kiss Me (Up! (Green Version)) · Watch on YouTube

youtube_video K0pqVqpUke4 · row K0pqVqpUke4

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If You Wanna Touch Her, Ask!

Listed as Shania Twain – If You Wanna Touch Her, Ask! (Come On Over) · Watch on YouTube

youtube_video LU6PyvT47Cg · row LU6PyvT47Cg

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Juanita

Listed as Shania Twain – Juanita (Up! (Green Version)) · Watch on YouTube

youtube_video NvH4ota30NA · row NvH4ota30NA

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(If You're Not In It For Love) I'm Outta Here! (Live At Reunion Arena, Dallas, 1998)

Listed as Shania Twain – (If You're Not In It For Love) I'm Outta Here! (Live At Reunion Arena, Dallas, 1998) (The Woman In Me (Super Deluxe Diamond Edition)) · Watch on YouTube

youtube_video PyfgwHeTbJg · row PyfgwHeTbJg

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If It Don't Take Two

Listed as Shania Twain – If It Don't Take Two (The Woman In Me) · Watch on YouTube

youtube_video ReSjHxuS3EY · row ReSjHxuS3EY

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Forever And For Always (Blue Version)

Listed as Shania Twain – Forever And For Always (Blue Version) (Up! (Red and Blue Version)) · Watch on YouTube

youtube_video V-17rz301bE · row V-17rz301bE

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From This Moment On (Live)

Listed as Shania Twain – From This Moment On (Live) (Still The One: Live From Vegas) · Watch on YouTube

youtube_video WWWY3rkvbLg · row WWWY3rkvbLg

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C'est La Vie (Blue Version)

Listed as Shania Twain – C'est La Vie (Blue Version) (Up! (Red and Blue Version)) · Watch on YouTube

youtube_video WlFsuDAAgMo · row WlFsuDAAgMo

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Ain't No Particular Way

Listed as Shania Twain – Ain't No Particular Way (Up! (Green Version)) · Watch on YouTube

youtube_video XT_vNaC-O-k · row XT_vNaC-O-k

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Any Man Of Mine (Live)

Listed as Shania Twain – Any Man Of Mine (Live) (Thank You Baby) · Watch on YouTube

youtube_video XxXkcDAxZ0U · row XxXkcDAxZ0U

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Party For Two (Pop Version With Intro) (feat. Mark McGrath)

Listed as Shania Twain – Party For Two (Pop Version With Intro) (feat. Mark McGrath) (Party For Two) · Watch on YouTube

youtube_video cGKV4VljZpk · row cGKV4VljZpk

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Is There Life After Love?

Listed as Shania Twain – Is There Life After Love? (The Woman In Me) · Watch on YouTube

youtube_video cU7XjLubEDg · row cU7XjLubEDg

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You've Got A Way

Listed as Shania Twain – You've Got A Way (Come On Over) · Watch on YouTube

youtube_video eZtrW261lxk · row eZtrW261lxk

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It Only Hurts When I'm Breathing

Listed as Shania Twain – It Only Hurts When I'm Breathing (Up! (Green Version)) · Watch on YouTube

youtube_video iQWy8VjQuJQ · row iQWy8VjQuJQ

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Ka-Ching!

Listed as Shania Twain – Ka-Ching! (Up! (Green Version)) · Watch on YouTube

youtube_video jvVabg2ubHI · row jvVabg2ubHI

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Pretty Liar

Listed as Shania Twain – Pretty Liar (Queen Of Me) · Watch on YouTube

youtube_video jyDa8DZC0do · row jyDa8DZC0do

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Leaving Is The Only Way Out

Listed as Shania Twain – Leaving Is The Only Way Out (The Woman In Me) · Watch on YouTube

youtube_video k158MnaGB44 · row k158MnaGB44

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No One Needs To Know (Shania Vocal Mix)

Listed as Shania Twain – No One Needs To Know (Shania Vocal Mix) (The Woman In Me (Super Deluxe Diamond Edition)) · Watch on YouTube

youtube_video klOAN8QXZ4o · row klOAN8QXZ4o

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Brand New

Listed as Shania Twain – Brand New (Queen Of Me) · Watch on YouTube

youtube_video lqbswJsuVXs · row lqbswJsuVXs

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Nah!

Listed as Shania Twain – Nah! (Up! (Green Version)) · Watch on YouTube

youtube_video ltrTZXz5fPY · row ltrTZXz5fPY

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Today Is Your Day

Listed as Shania Twain – Today Is Your Day (Today Is Your Day) · Watch on YouTube

youtube_video pQ2dujdz4Yw · row pQ2dujdz4Yw

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Last Day of Summer

Listed as Shania Twain – Last Day of Summer (Queen Of Me) · Watch on YouTube

youtube_video piLf8k5vY5I · row piLf8k5vY5I

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Whose Bed Have Your Boots Been Under? (Shania Vocal Mix)

Listed as Shania Twain – Whose Bed Have Your Boots Been Under? (Shania Vocal Mix) (The Woman In Me (Super Deluxe Diamond Edition)) · Watch on YouTube

youtube_video smVtE5fXqs4 · row smVtE5fXqs4

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You Lay A Whole Lot Of Love On Me

Listed as Shania Twain – You Lay A Whole Lot Of Love On Me (Shania Twain) · Watch on YouTube

youtube_video szDh7cXs9rA · row szDh7cXs9rA

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Got It Good

Listed as Shania Twain – Got It Good (Queen Of Me) · Watch on YouTube

youtube_video ver-odPQrFk · row ver-odPQrFk

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Beauty and the Beast

Listed as Shania Twain – Beauty and the Beast (Beauty and the Beast: A 30th Celebration (Original Soundtrack)) · Watch on YouTube

youtube_video x-Xj2a4ss0M · row x-Xj2a4ss0M

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You're Still The One (Frank Walker Remix)

Listed as Shania Twain – You're Still The One (Frank Walker Remix) (You're Still The One (Frank Walker Remix)) · Watch on YouTube

youtube_video yFgqTlczyWU · row yFgqTlczyWU

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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.