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 Too Much in Love to Care (from Joseph And His Technicolor Dreamcoat), O Holy Night, Proud of Your Boy (From "Aladdin")

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.

Too Much in Love to Care (from Joseph And His Technicolor Dreamcoat)

Listed as John Barrowman, Catherine Porter – Too Much in Love to Care (from Joseph And His Technicolor Dreamcoat) (Aspects of Andrew Lloyd Webber) · Watch on YouTube

youtube_video 02HeFzPkQLo · row 02HeFzPkQLo

LAION-DISCO-12M

O Holy Night

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

youtube_video 1BQyAAVKjwA · row 1BQyAAVKjwA

LAION-DISCO-12M

Proud of Your Boy (From "Aladdin")

Listed as John Barrowman – Proud of Your Boy (From "Aladdin") (Reflections from Broadway) · Watch on YouTube

youtube_video 1xSpVpVsTGA · row 1xSpVpVsTGA

LAION-DISCO-12M

Any Dream Will Do (from Joseph And His Technicolor Dreamcoat)

Listed as John Barrowman – Any Dream Will Do (from Joseph And His Technicolor Dreamcoat) (Aspects of Andrew Lloyd Webber) · Watch on YouTube

youtube_video 36fH9MIZ0D4 · row 36fH9MIZ0D4

LAION-DISCO-12M

Easy To Love

Listed as John Barrowman, Mary Stockley – Easy To Love (Anything Goes (2003 London Cast Recording)) · Watch on YouTube

youtube_video 3c2pzBzc1eI · row 3c2pzBzc1eI

LAION-DISCO-12M

I'd Rather Be Sailing (From "A New Brain")

Listed as John Barrowman – I'd Rather Be Sailing (From "A New Brain") (Reflections from Broadway) · Watch on YouTube

youtube_video 4Ll9OIex_uc · row 4Ll9OIex_uc

LAION-DISCO-12M

Santa Claus Is Coming To Town

Listed as John Barrowman – Santa Claus Is Coming To Town (A Fabulous Christmas) · Watch on YouTube

youtube_video 5NYDPST8xSo · row 5NYDPST8xSo

LAION-DISCO-12M

High Flying Adored (from Evita)

Listed as John Barrowman, Maria Friedman – High Flying Adored (from Evita) (Aspects of Andrew Lloyd Webber) · Watch on YouTube

youtube_video 956Jm6FTTtM · row 956Jm6FTTtM

LAION-DISCO-12M

Anyone Can Whistle (From "Anyone Can Whistle")

Listed as John Barrowman – Anyone Can Whistle (From "Anyone Can Whistle") (Reflections from Broadway) · Watch on YouTube

youtube_video 9ajOaMn7ZFc · row 9ajOaMn7ZFc

LAION-DISCO-12M

Hollywood

Listed as John Barrowman – Hollywood (You Raise Me Up) · Watch on YouTube

youtube_video ADxjDoOFKQw · row ADxjDoOFKQw

LAION-DISCO-12M

Grown Up Christmas List

Listed as John Barrowman – Grown Up Christmas List (A Fabulous Christmas) · Watch on YouTube

youtube_video ATRMmzx60X4 · row ATRMmzx60X4

LAION-DISCO-12M

Phantom of the Opera (from Phantom of The Opera)

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

youtube_video BGD4Ewd0xac · row BGD4Ewd0xac

LAION-DISCO-12M

It's The Most Wonderful Time Of The Year

Listed as John Barrowman – It's The Most Wonderful Time Of The Year (A Fabulous Christmas) · Watch on YouTube

youtube_video BZv97wYmzwY · row BZv97wYmzwY

LAION-DISCO-12M

I Know Him so Well (Solo Version)

Listed as John Barrowman – I Know Him so Well (Solo Version) (Music Music Music) · Watch on YouTube

youtube_video CP12RUertMo · row CP12RUertMo

LAION-DISCO-12M

Grease

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

youtube_video Cb2pLgM-n2o · row Cb2pLgM-n2o

LAION-DISCO-12M

I See the Future

Listed as John Barrowman – I See the Future (The Fix (Original London Cast Recording)) · Watch on YouTube

youtube_video El6eo4kqixc · row El6eo4kqixc

LAION-DISCO-12M

Ev'ry Time We Say Goodbye

Listed as John Barrowman – Ev'ry Time We Say Goodbye (John Barrowman Swings Cole Porter) · Watch on YouTube

youtube_video Evs4o1HlV7w · row Evs4o1HlV7w

LAION-DISCO-12M

There's No Harm In Asking

Listed as Richard Dempsey, John Barrowman – There's No Harm In Asking (Just So (World Premiere Cast Recording)) · Watch on YouTube

youtube_video HJU4-Tp4uwA · row HJU4-Tp4uwA

LAION-DISCO-12M

What Is This Thing Called Love?

Listed as John Barrowman – What Is This Thing Called Love? (John Barrowman Swings Cole Porter) · Watch on YouTube

youtube_video IC-iutCqixs · row IC-iutCqixs

LAION-DISCO-12M

It's All Right With Me

Listed as John Barrowman – It's All Right With Me (John Barrowman Swings Cole Porter) · Watch on YouTube

youtube_video IjR1m5MRuP8 · row IjR1m5MRuP8

LAION-DISCO-12M

Dreamers (From "Jean Seberg")

Listed as John Barrowman – Dreamers (From "Jean Seberg") (Reflections from Broadway) · Watch on YouTube

youtube_video L1VISxjk8OM · row L1VISxjk8OM

LAION-DISCO-12M

All Through The Night

Listed as John Barrowman, Mary Stockley – All Through The Night (Anything Goes (2003 London Cast Recording)) · Watch on YouTube

youtube_video Lm1KrAUhFgk · row Lm1KrAUhFgk

LAION-DISCO-12M

Don't Fence Me In

Listed as John Barrowman – Don't Fence Me In (John Barrowman Swings Cole Porter) · Watch on YouTube

youtube_video OAG3B-KrXaY · row OAG3B-KrXaY

LAION-DISCO-12M

When A Child Is Born

Listed as John Barrowman – When A Child Is Born (A Fabulous Christmas) · Watch on YouTube

youtube_video OrTveXh8O2s · row OrTveXh8O2s

LAION-DISCO-12M

With So Little To Be Sure Of

Listed as John Barrowman, Maria Friedman – With So Little To Be Sure Of (Anyone Can Whistle (First Complete Recording)) · Watch on YouTube

youtube_video X8kXE_D23XQ · row X8kXE_D23XQ

LAION-DISCO-12M

Good Thing Going (From "Merrily We Roll Along")

Listed as John Barrowman – Good Thing Going (From "Merrily We Roll Along") (Reflections from Broadway) · Watch on YouTube

youtube_video aciIuojI1X0 · row aciIuojI1X0

LAION-DISCO-12M

I Get a Kick Out of You (feat. Royal Philharmonic Orchestra)

Listed as John Barrowman – I Get a Kick Out of You (feat. Royal Philharmonic Orchestra) (Centre Stage) · Watch on YouTube

youtube_video ai0DTOM8x9w · row ai0DTOM8x9w

LAION-DISCO-12M

I Happen To Like New York

Listed as John Barrowman – I Happen To Like New York (John Barrowman Swings Cole Porter) · Watch on YouTube

youtube_video ax-Tq6fwgEc · row ax-Tq6fwgEc

LAION-DISCO-12M

Seeing Is Believing (from Aspects Of Love)

Listed as John Barrowman, Kathryn Evans – Seeing Is Believing (from Aspects Of Love) (Aspects of Andrew Lloyd Webber) · Watch on YouTube

youtube_video cZqY9ak_Mks · row cZqY9ak_Mks

LAION-DISCO-12M

Alone At the Drive-In Movie

Listed as John Barrowman – Alone At the Drive-In Movie (Grease (All Star Studio Cast)) · Watch on YouTube

youtube_video dMxvwWWthjw · row dMxvwWWthjw

LAION-DISCO-12M

Love Changes Everything (from Aspects Of Love)

Listed as John Barrowman – Love Changes Everything (from Aspects Of Love) (Aspects of Andrew Lloyd Webber) · Watch on YouTube

youtube_video dm3GC_4GCbw · row dm3GC_4GCbw

LAION-DISCO-12M

Miss Otis Regrets

Listed as John Barrowman – Miss Otis Regrets (John Barrowman Swings Cole Porter) · Watch on YouTube

youtube_video ec0QuWNPZ0o · row ec0QuWNPZ0o

LAION-DISCO-12M

After You, Who?

Listed as John Barrowman – After You, Who? (John Barrowman Swings Cole Porter) · Watch on YouTube

youtube_video fV9KwkIZNIw · row fV9KwkIZNIw

LAION-DISCO-12M

I Chose Right (From "Baby")

Listed as John Barrowman – I Chose Right (From "Baby") (Reflections from Broadway) · Watch on YouTube

youtube_video fk0bYe3bXSc · row fk0bYe3bXSc

LAION-DISCO-12M

Try to Remember (From "The Fantasticks")

Listed as John Barrowman – Try to Remember (From "The Fantasticks") (Reflections from Broadway) · Watch on YouTube

youtube_video g5i58VNOiKA · row g5i58VNOiKA

LAION-DISCO-12M

Think of Me (from The Phantom of The Opera)

Listed as Claire Moore, John Barrowman – Think of Me (from The Phantom of The Opera) (Songs From The Phantom of the Opera and Sunset Boulevard (All Star Studio Cast)) · Watch on YouTube

youtube_video jLcHRWzU5tc · row jLcHRWzU5tc

LAION-DISCO-12M

In the Still Of the Night

Listed as John Barrowman – In the Still Of the Night (John Barrowman Swings Cole Porter) · Watch on YouTube

youtube_video j_L2PBi0D_M · row j_L2PBi0D_M

LAION-DISCO-12M

You're the One That I Want

Listed as John Barrowman, Shona Lindsay – You're the One That I Want (Grease (All Star Studio Cast)) · Watch on YouTube

youtube_video jn2Hu9GbldU · row jn2Hu9GbldU

LAION-DISCO-12M

Too Much Love To Care (From "Sunset Boulevard")

Listed as Andrew Lloyd Webber, John Barrowman, Sarah Brightman – Too Much Love To Care (From "Sunset Boulevard") (Love Changes Everything - The Andrew Lloyd Webber collection vol.2) · Watch on YouTube

youtube_video kRWBouPt4hI · row kRWBouPt4hI

LAION-DISCO-12M

Whistle Down the Wind (From "Whistle Down the Wind")

Listed as John Barrowman – Whistle Down the Wind (From "Whistle Down the Wind") (Reflections from Broadway) · Watch on YouTube

youtube_video lT_wyaejNIE · row lT_wyaejNIE

LAION-DISCO-12M

Beautiful City (feat. Royal Philharmonic Orchestra)

Listed as John Barrowman – Beautiful City (feat. Royal Philharmonic Orchestra) (Centre Stage) · Watch on YouTube

youtube_video lgZilG_0X2E · row lgZilG_0X2E

LAION-DISCO-12M

Mandy

Listed as John Barrowman – Mandy (You Raise Me Up) · Watch on YouTube

youtube_video mop-l3M8-sA · row mop-l3M8-sA

LAION-DISCO-12M

If I Can't Love Her (From "Beauty and the Beast")

Listed as John Barrowman – If I Can't Love Her (From "Beauty and the Beast") (Reflections from Broadway) · Watch on YouTube

youtube_video nhQXQYYjqLM · row nhQXQYYjqLM

LAION-DISCO-12M

We Beseech Thee

Listed as John Barrowman – We Beseech Thee (Godspell (All Star Studio Cast)) · Watch on YouTube

youtube_video qrQ5R5av4TE · row qrQ5R5av4TE

LAION-DISCO-12M

Listen to the Music

Listed as John Barrowman – Listen to the Music (You Raise Me Up) · Watch on YouTube

youtube_video rlKlSFk1Its · row rlKlSFk1Its

LAION-DISCO-12M

Just One Of Those Things

Listed as John Barrowman – Just One Of Those Things (John Barrowman Swings Cole Porter) · Watch on YouTube

youtube_video sNJxJXoy144 · row sNJxJXoy144

LAION-DISCO-12M

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

Listed as Claire Moore, John Barrowman – All I Ask of You (from The Phantom of The Opera) (Songs From The Phantom of the Opera and Sunset Boulevard (All Star Studio Cast)) · Watch on YouTube

youtube_video vZmba70RBlU · row vZmba70RBlU

LAION-DISCO-12M

Marry Me a Little/ Being Alive (feat. Royal Philharmonic Orchestra)

Listed as John Barrowman – Marry Me a Little/ Being Alive (feat. Royal Philharmonic Orchestra) (Centre Stage) · Watch on YouTube

youtube_video x5nD7QPDIbo · row x5nD7QPDIbo

LAION-DISCO-12M

Why God Why? (From "Miss Saigon")

Listed as John Barrowman – Why God Why? (From "Miss Saigon") (Reflections from Broadway) · Watch on YouTube

youtube_video xvwfG6aYk3c · row xvwfG6aYk3c

LAION-DISCO-12M

All Choked Up

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

youtube_video yHs1BDsKfG0 · row yHs1BDsKfG0

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.