YouTrained

Artist Mistletoe Singers on YouTube Music

Yes. Mistletoe Singers has 163 songs listed in a dataset used to train AI music models.

Used for training 163

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 Do You Hear What I Hear?, Frosty the Snowman, Merry Christmas Darling

Listed under the artist name 163 songs in LAION-DISCO-12M

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

Do You Hear What I Hear?

Listed as Christmas, Mistletoe Singers, The Xmas Specials – Do You Hear What I Hear? (A Very Special Xmas) · Watch on YouTube

youtube_video -7QSEiXiKMs · row -7QSEiXiKMs

LAION-DISCO-12M

Frosty the Snowman

Listed as Christmas Classics Collection, Mistletoe Holidays, Mistletoe Singers – Frosty the Snowman (Happy Holidays Songs) · Watch on YouTube

youtube_video 2WlL1SnM0lU · row 2WlL1SnM0lU

LAION-DISCO-12M

Merry Christmas Darling

Listed as Christmas Classics Collection, Mistletoe Holidays, Mistletoe Singers – Merry Christmas Darling (Music for a Magical Xmas) · Watch on YouTube

youtube_video 4P6VGEV6uRA · row 4P6VGEV6uRA

LAION-DISCO-12M

It's Chistmas

Listed as Christmas, Mistletoe Singers, The Xmas Specials – It's Chistmas (A Very Special Xmas) · Watch on YouTube

youtube_video 5A9PiqNG5WQ · row 5A9PiqNG5WQ

LAION-DISCO-12M

All I Want for Christmas Is You

Listed as Christmas, Mistletoe Singers, The Xmas Specials – All I Want for Christmas Is You (A Very Special Xmas) · Watch on YouTube

youtube_video AQDmqu5exDE · row AQDmqu5exDE

LAION-DISCO-12M

Happy Xmas (War Is Over)

Listed as Christmas, Mistletoe Singers, The Xmas Specials – Happy Xmas (War Is Over) (A Very Special Xmas) · Watch on YouTube

youtube_video BeMx3AK1OMs · row BeMx3AK1OMs

LAION-DISCO-12M

All Through the Night

Listed as Mistletoe Singers, Navidad!, Piano Christmas – All Through the Night (Mistletoe: Christmas Favourites) · Watch on YouTube

youtube_video SGowePiB-fs · row SGowePiB-fs

LAION-DISCO-12M

Do You Want to Build a Snowman? (From "Frozen")

Listed as Christmas Classics Collection, Mistletoe Holidays, Mistletoe Singers – Do You Want to Build a Snowman? (From "Frozen") (Happy Holidays Songs) · Watch on YouTube

youtube_video V_IwZt8VpR4 · row V_IwZt8VpR4

LAION-DISCO-12M

Once Upon a Christmas

Listed as Christmas, Mistletoe Singers, The Xmas Specials – Once Upon a Christmas (A Very Special Xmas) · Watch on YouTube

youtube_video WodE5OwwU4s · row WodE5OwwU4s

LAION-DISCO-12M

The Twelve Days of Christmas

Listed as Christmas, Mistletoe Singers, The Xmas Specials – The Twelve Days of Christmas (A Very Special Xmas) · Watch on YouTube

youtube_video qxMGw6dP9Ek · row qxMGw6dP9Ek

LAION-DISCO-12M

Christmas Rockin' Medley

Listed as Christmas, Mistletoe Singers, The Xmas Specials – Christmas Rockin' Medley (A Very Special Xmas) · Watch on YouTube

youtube_video sG36DN2wGVU · row sG36DN2wGVU

LAION-DISCO-12M

Mary's Boy Child – Oh My Lord

Listed as Christmas Classics Collection, Mistletoe Holidays, Mistletoe Singers – Mary's Boy Child – Oh My Lord (Music for a Magical Xmas) · Watch on YouTube

youtube_video wVXQFL9aEj8 · row wVXQFL9aEj8

LAION-DISCO-12M

The Twelve Days of Christmas

Listed as Christmas Classics Collection, Mistletoe Holidays, Mistletoe Singers – The Twelve Days of Christmas (Music for a Magical Xmas) · Watch on YouTube

youtube_video zD_vupYfnrk · row zD_vupYfnrk

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.

Is this you?