Yes. John Barrowman has 127 songs listed in a dataset used to train AI music models.

Used for training 127

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 Think of Me (from Phantom of The Opera), Have Yourself A Merry Little Christmas, Sandy

Listed under the artist name 127 songs in LAION-DISCO-12M

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

Think of Me (from Phantom of The Opera)

Listed as Claire Moore, John Barrowman, National Symphony Orchestra – Think of Me (from Phantom of The Opera) (The Phantom of the Opera & Love Never Dies (Highlights)) · Watch on YouTube

youtube_video 0ugNUnu634Q · row 0ugNUnu634Q

LAION-DISCO-12M

Have Yourself A Merry Little Christmas

Listed as John Barrowman – Have Yourself A Merry Little Christmas (A Fabulous Christmas) · Watch on YouTube

youtube_video 2E161vGKPJw · row 2E161vGKPJw

LAION-DISCO-12M

Sandy

Listed as John Barrowman – Sandy (Grease (All Star Studio Cast)) · Watch on YouTube

youtube_video 2nykyH3rNpY · row 2nykyH3rNpY

LAION-DISCO-12M

Anyone Can Whistle

Listed as John Barrowman, Maria Friedman – Anyone Can Whistle (Anyone Can Whistle (First Complete Recording)) · Watch on YouTube

youtube_video 3g1P-gPzJi4 · row 3g1P-gPzJi4

LAION-DISCO-12M

Easy to Love (From "Anything Goes")

Listed as John Barrowman – Easy to Love (From "Anything Goes") (Reflections from Broadway) · Watch on YouTube

youtube_video 4kZ2lnVnR3Y · row 4kZ2lnVnR3Y

LAION-DISCO-12M

Come Play Wiz Me

Listed as John Barrowman, Maria Friedman – Come Play Wiz Me (Anyone Can Whistle (First Complete Recording)) · Watch on YouTube

youtube_video 8q40u4SThdI · row 8q40u4SThdI

LAION-DISCO-12M

Control

Listed as David Firth, John Barrowman – Control (The Fix (Original London Cast Recording)) · Watch on YouTube

youtube_video FAlQoj3HcUU · row FAlQoj3HcUU

LAION-DISCO-12M

Red Red Rose (From "Red Red Rose")

Listed as John Barrowman – Red Red Rose (From "Red Red Rose") (Reflections from Broadway) · Watch on YouTube

youtube_video HpK_2WJjh6E · row HpK_2WJjh6E

LAION-DISCO-12M

Close Every Door (from Joseph And His Technicolor Dreamcoat)

Listed as John Barrowman – Close Every Door (from Joseph And His Technicolor Dreamcoat) (Aspects of Andrew Lloyd Webber) · Watch on YouTube

youtube_video Kq1-ZnBc26k · row Kq1-ZnBc26k

LAION-DISCO-12M

A Boy from Nowhere (From "Matador")

Listed as John Barrowman – A Boy from Nowhere (From "Matador") (Reflections from Broadway) · Watch on YouTube

youtube_video V8ov3Ed3SOQ · row V8ov3Ed3SOQ

LAION-DISCO-12M

Bend the Spoon / One, Two, Three (Reprise)

Listed as Krysten Cummings, John Barrowman – Bend the Spoon / One, Two, Three (Reprise) (The Fix (Original London Cast Recording)) · Watch on YouTube

youtube_video VWh-51Gh3vU · row VWh-51Gh3vU

LAION-DISCO-12M

Sleigh Ride

Listed as John Barrowman – Sleigh Ride (A Fabulous Christmas) · Watch on YouTube

youtube_video bB5fDr6iYjY · row bB5fDr6iYjY

LAION-DISCO-12M

Ça, C'est l'Amour

Listed as John Barrowman – Ça, C'est l'Amour (John Barrowman Swings Cole Porter) · Watch on YouTube

youtube_video bV_d3YFsC4A · row bV_d3YFsC4A

LAION-DISCO-12M

Happy Holidays (feat. The Puppini Sisters)

Listed as John Barrowman – Happy Holidays (feat. The Puppini Sisters) (A Fabulous Christmas) · Watch on YouTube

youtube_video dPhtbSkRM6A · row dPhtbSkRM6A

LAION-DISCO-12M

Summer Nights

Listed as John Barrowman, Shona Lindsay – Summer Nights (Grease (All Star Studio Cast)) · Watch on YouTube

youtube_video fjygeUK2tWM · row fjygeUK2tWM

LAION-DISCO-12M

Silent Night

Listed as John Barrowman – Silent Night (A Fabulous Christmas) · Watch on YouTube

youtube_video fxPwoqfSyRo · row fxPwoqfSyRo

LAION-DISCO-12M

All I Ask Of You (from The Phantom of The Opera)

Listed as John Barrowman – All I Ask Of You (from The Phantom of The Opera) (The Best of West End Musicals) · Watch on YouTube

youtube_video gYwGJ_QAQq8 · row gYwGJ_QAQq8

LAION-DISCO-12M

You're The Top

Listed as Sally Ann Triplett, John Barrowman – You're The Top (Anything Goes (2003 London Cast Recording)) · Watch on YouTube

youtube_video g_yIG2wASTY · row g_yIG2wASTY

LAION-DISCO-12M

Save The Last Dance

Listed as John Barrowman – Save The Last Dance (A Fabulous Christmas) · Watch on YouTube

youtube_video mty_RXxL488 · row mty_RXxL488

LAION-DISCO-12M

All I Ask of You (from Phantom of The Opera)

Listed as Claire Moore, John Barrowman, National Symphony Orchestra – All I Ask of You (from Phantom of The Opera) (The Phantom of the Opera & Love Never Dies (Highlights)) · Watch on YouTube

youtube_video nC13f2r1T7s · row nC13f2r1T7s

LAION-DISCO-12M

Be Thou My Vision / Away In A Manger

Listed as John Barrowman – Be Thou My Vision / Away In A Manger (A Fabulous Christmas) · Watch on YouTube

youtube_video r_nQii5tYqw · row r_nQii5tYqw

LAION-DISCO-12M

Little One Come Hither

Listed as John Barrowman, Richard Dempsey – Little One Come Hither (Just So (World Premiere Cast Recording)) · Watch on YouTube

youtube_video s1Oe90iYPQA · row s1Oe90iYPQA

LAION-DISCO-12M

It's De-Lovely

Listed as John Barrowman, Mary Stockley – It's De-Lovely (Anything Goes (2003 London Cast Recording)) · Watch on YouTube

youtube_video vUxz_Z3qMlw · row vUxz_Z3qMlw

LAION-DISCO-12M

You're My Downfall

Listed as John Barrowman, Maria Friedman – You're My Downfall (Anyone Can Whistle (First Complete Recording)) · Watch on YouTube

youtube_video vZCuL-fK5k4 · row vZCuL-fK5k4

LAION-DISCO-12M

Everybody Says Don't

Listed as John Barrowman, Maria Friedman – Everybody Says Don't (Anyone Can Whistle (First Complete Recording)) · Watch on YouTube

youtube_video vo89j7fLjok · row vo89j7fLjok

LAION-DISCO-12M

Being Alive (From "Company")

Listed as John Barrowman – Being Alive (From "Company") (Reflections from Broadway) · Watch on YouTube

youtube_video wG3VZC2dJ-8 · row wG3VZC2dJ-8

LAION-DISCO-12M

I Saw Mommy (feat. Emily Atack)

Listed as John Barrowman – I Saw Mommy (feat. Emily Atack) (A Fabulous Christmas) · Watch on YouTube

youtube_video zURoM5-6DIc · row zURoM5-6DIc

LAION-DISCO-12M

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.