Yes. Dr. Elmo has 109 songs listed in a dataset used to train AI music models.

Used for training 109

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 Makeover Santa (feat. Dr. Elmo), E-mail From Nigeria (feat. Dr. Elmo), Montana

Listed under the artist name 109 songs in LAION-DISCO-12M

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

Makeover Santa (feat. Dr. Elmo)

Listed as Dr. Elmo – Makeover Santa (feat. Dr. Elmo) (Hip Hopped Grandma) · Watch on YouTube

youtube_video -8XA2v_XD7k · row -8XA2v_XD7k

LAION-DISCO-12M

E-mail From Nigeria (feat. Dr. Elmo)

Listed as Dr. Elmo – E-mail From Nigeria (feat. Dr. Elmo) (Hip Hopped Grandma) · Watch on YouTube

youtube_video 0arjjO2SpYU · row 0arjjO2SpYU

LAION-DISCO-12M

Montana

Listed as Dr. Elmo – Montana (Love Death & Taxes) · Watch on YouTube

youtube_video 2dLE6yeqMCU · row 2dLE6yeqMCU

LAION-DISCO-12M

Hot Christmas

Listed as Dr. Elmo – Hot Christmas (Up Your Chimney) · Watch on YouTube

youtube_video 5rFQx0_GBEY · row 5rFQx0_GBEY

LAION-DISCO-12M

Betty Ford Clinic

Listed as Dr. Elmo – Betty Ford Clinic (Dr. Elmo's Twisted Tunes) · Watch on YouTube

youtube_video 6NCLPvYxa5g · row 6NCLPvYxa5g

LAION-DISCO-12M

Dr Kevorkian

Listed as Dr. Elmo – Dr Kevorkian (Love Death & Taxes) · Watch on YouTube

youtube_video 84oyH9BEnkc · row 84oyH9BEnkc

LAION-DISCO-12M

Here's to the Lonely

Listed as Dr. Elmo – Here's to the Lonely (Bluegrass Christmas) · Watch on YouTube

youtube_video 8I7oQQNEjGE · row 8I7oQQNEjGE

LAION-DISCO-12M

We Wish You a Merry Christmas

Listed as Dr. Elmo – We Wish You a Merry Christmas (Bluegrass Christmas) · Watch on YouTube

youtube_video 9JdpdHLo4DI · row 9JdpdHLo4DI

LAION-DISCO-12M

Global Warmin

Listed as Dr. Elmo – Global Warmin (Dr. Elmo Sings The Boo's) · Watch on YouTube

youtube_video H6vJJpPrO3A · row H6vJJpPrO3A

LAION-DISCO-12M

Grandma Got Runover by a Reindeer (original, classic)

Listed as Dr. Elmo – Grandma Got Runover by a Reindeer (original, classic) (Grandma Got Runover by a Reindeer) · Watch on YouTube

youtube_video HHp31C9w1bk · row HHp31C9w1bk

LAION-DISCO-12M

Forever Young (Bluegrass)

Listed as Dr. Elmo – Forever Young (Bluegrass) (Old Kentucky Home) · Watch on YouTube

youtube_video I3Qkc0J2WNo · row I3Qkc0J2WNo

LAION-DISCO-12M

Deck the Halls

Listed as Dr. Elmo – Deck the Halls (Bluegrass Christmas) · Watch on YouTube

youtube_video IUA0fFgFGK4 · row IUA0fFgFGK4

LAION-DISCO-12M

Kentucky Road Made of Human Hair

Listed as Dr. Elmo – Kentucky Road Made of Human Hair (Dr. Elmo's Twisted Tunes) · Watch on YouTube

youtube_video IyxBaJGORn8 · row IyxBaJGORn8

LAION-DISCO-12M

Texas Chainsaw Halloween (feat. Dr. Elmo)

Listed as Dr. Elmo – Texas Chainsaw Halloween (feat. Dr. Elmo) (Dr. Elmo's Halloween Heebie Jeebies) · Watch on YouTube

youtube_video KGY0i75PpiI · row KGY0i75PpiI

LAION-DISCO-12M

Mr. Bojangles

Listed as Dr. Elmo – Mr. Bojangles (Old Kentucky Home) · Watch on YouTube

youtube_video KoOspMl03L4 · row KoOspMl03L4

LAION-DISCO-12M

Old Kentucky Home (Bluegrass)

Listed as Dr. Elmo – Old Kentucky Home (Bluegrass) (Old Kentucky Home) · Watch on YouTube

youtube_video OVpQZyiH0aU · row OVpQZyiH0aU

LAION-DISCO-12M

Jesu, Joy of Man's Desiring

Listed as Dr. Elmo – Jesu, Joy of Man's Desiring (Bluegrass Christmas) · Watch on YouTube

youtube_video Q_dNyefQDNQ · row Q_dNyefQDNQ

LAION-DISCO-12M

Kenneth Starr is Coming to Town

Listed as Dr. Elmo – Kenneth Starr is Coming to Town (Dr. Elmo's MisceLOONYous Tunes) · Watch on YouTube

youtube_video RWIa_2s__k8 · row RWIa_2s__k8

LAION-DISCO-12M

Greenhouse Effect

Listed as Dr. Elmo – Greenhouse Effect (Dr. Elmo's Twisted Tunes) · Watch on YouTube

youtube_video RqAuxg3rrbA · row RqAuxg3rrbA

LAION-DISCO-12M

Misterio

Listed as Dr Elmo – Misterio (Young Lion) · Watch on YouTube

youtube_video S1Cl0Zah6Ao · row S1Cl0Zah6Ao

LAION-DISCO-12M

Merry Marry Christmas

Listed as Dr. Elmo – Merry Marry Christmas (Dr. Elmo's Greatest Christmas Hits) · Watch on YouTube

youtube_video SnDV97o9f_s · row SnDV97o9f_s

LAION-DISCO-12M

Lose that Lard

Listed as Dr. Elmo – Lose that Lard (Dr. Elmo's Twisted Tunes) · Watch on YouTube

youtube_video TF4OJ_SOeAk · row TF4OJ_SOeAk

LAION-DISCO-12M

Uncle Johnny's Glass Eye

Listed as Dr. Elmo – Uncle Johnny's Glass Eye (Grandma Got Run Over By A Reindeer) · Watch on YouTube

youtube_video TgMj-aoQsPQ · row TgMj-aoQsPQ

LAION-DISCO-12M

What's Christmas To You? (feat. Dr. Elmo)

Listed as Dr. Elmo – What's Christmas To You? (feat. Dr. Elmo) (Hip Hopped Grandma) · Watch on YouTube

youtube_video WPudXXGvtEI · row WPudXXGvtEI

LAION-DISCO-12M

Did You Have to Wait 'til Doomsday to Say "I Love You"

Listed as Dr. Elmo – Did You Have to Wait 'til Doomsday to Say "I Love You" (Dr. Elmo's Twisted Tunes) · Watch on YouTube

youtube_video W_Hp5FTHtic · row W_Hp5FTHtic

LAION-DISCO-12M

Don't Pet the Dog

Listed as Dr. Elmo – Don't Pet the Dog (Dr. Elmo's Twisted Tunes) · Watch on YouTube

youtube_video X964iooR6hI · row X964iooR6hI

LAION-DISCO-12M

Dr. Elmo's No Cash Clinic and Pawn Shop

Listed as Dr. Elmo – Dr. Elmo's No Cash Clinic and Pawn Shop (Dr. Elmo's Twisted Tunes) · Watch on YouTube

youtube_video XDVoiHpxAh0 · row XDVoiHpxAh0

LAION-DISCO-12M

Intact Family

Listed as Dr. Elmo – Intact Family (Love Death & Taxes) · Watch on YouTube

youtube_video _8TScdWFy5o · row _8TScdWFy5o

LAION-DISCO-12M

Greensleeves

Listed as Dr. Elmo – Greensleeves (Bluegrass Christmas) · Watch on YouTube

youtube_video _k_17-QPvs8 · row _k_17-QPvs8

LAION-DISCO-12M

Perfect Gift

Listed as Dr. Elmo – Perfect Gift (Bluegrass Christmas) · Watch on YouTube

youtube_video igLINEvX8gQ · row igLINEvX8gQ

LAION-DISCO-12M

Reindeer Rap

Listed as Dr. Elmo – Reindeer Rap (Up Your Chimney) · Watch on YouTube

youtube_video j0OEH8WY-50 · row j0OEH8WY-50

LAION-DISCO-12M

Night Before Kwanzaa (feat. Dr. Elmo)

Listed as Dr. Elmo – Night Before Kwanzaa (feat. Dr. Elmo) (Grandma Got Remixed by a Reindeer) · Watch on YouTube

youtube_video jfwL9-fFWtM · row jfwL9-fFWtM

LAION-DISCO-12M

Redneck St. Nick

Listed as Dr. Elmo – Redneck St. Nick (Dr. Elmo's Redneck Christmas) · Watch on YouTube

youtube_video m9Y_B_jcoL0 · row m9Y_B_jcoL0

LAION-DISCO-12M

Grandma Got Run Over by a Reindeer (Live Version)

Listed as Dr. Elmo – Grandma Got Run Over by a Reindeer (Live Version) (Dr. Elmo Christmas in the U.S.A.) · Watch on YouTube

youtube_video mCdBb349JTw · row mCdBb349JTw

LAION-DISCO-12M

Christmas On An Island

Listed as Dr. Elmo – Christmas On An Island (Up Your Chimney) · Watch on YouTube

youtube_video mr5SmyA12pw · row mr5SmyA12pw

LAION-DISCO-12M

Seven Bridges Road (Bluegrass) (feat. Gary Potterton)

Listed as Dr. Elmo – Seven Bridges Road (Bluegrass) (feat. Gary Potterton) (Old Kentucky Home) · Watch on YouTube

youtube_video naKL6Yb-33I · row naKL6Yb-33I

LAION-DISCO-12M

Prison Without Martha (feat. Dr. Elmo)

Listed as Dr. Elmo – Prison Without Martha (feat. Dr. Elmo) (Grandma Got Remixed by a Reindeer) · Watch on YouTube

youtube_video nbYlF_T3WpA · row nbYlF_T3WpA

LAION-DISCO-12M

Tall

Listed as Dr. Elmo – Tall (Love Death & Taxes) · Watch on YouTube

youtube_video ohPxEDyxtKQ · row ohPxEDyxtKQ

LAION-DISCO-12M

When Love Comes Around

Listed as Dr. Elmo – When Love Comes Around (Love Death & Taxes) · Watch on YouTube

youtube_video pTwEJP6fLTw · row pTwEJP6fLTw

LAION-DISCO-12M

All I Want for Christmas Is My Two Front Teeth (feat. Dr. Elmo)

Listed as Dr. Elmo – All I Want for Christmas Is My Two Front Teeth (feat. Dr. Elmo) (Hip Hopped Grandma) · Watch on YouTube

youtube_video qLz7fWAEtJk · row qLz7fWAEtJk

LAION-DISCO-12M

Christmas Without Martha

Listed as Dr. Elmo – Christmas Without Martha (Dr. Elmo's Greatest Christmas Hits) · Watch on YouTube

youtube_video rHZg6kDp1xE · row rHZg6kDp1xE

LAION-DISCO-12M

Christmas All Year Long

Listed as Dr. Elmo – Christmas All Year Long (Dr. Elmo's Greatest Christmas Hits) · Watch on YouTube

youtube_video rSVQrwrap14 · row rSVQrwrap14

LAION-DISCO-12M

Old Joe Clark

Listed as Dr. Elmo – Old Joe Clark (Old Kentucky Home) · Watch on YouTube

youtube_video rWS0eAI7kVw · row rWS0eAI7kVw

LAION-DISCO-12M

Shady Grove

Listed as Dr. Elmo – Shady Grove (Old Kentucky Home) · Watch on YouTube

youtube_video szPMDPM82L4 · row szPMDPM82L4

LAION-DISCO-12M

December Rain

Listed as Dr. Elmo – December Rain (Bluegrass Christmas) · Watch on YouTube

youtube_video udbd8JfKaow · row udbd8JfKaow

LAION-DISCO-12M

Christmas In My Day (feat. Dr. Elmo)

Listed as Dr. Elmo – Christmas In My Day (feat. Dr. Elmo) (Hip Hopped Grandma) · Watch on YouTube

youtube_video vI0dcNfC2dM · row vI0dcNfC2dM

LAION-DISCO-12M

Battle of the Singles Scene

Listed as Dr. Elmo – Battle of the Singles Scene (Dr. Elmo's Twisted Tunes) · Watch on YouTube

youtube_video wBKxBaeY-h4 · row wBKxBaeY-h4

LAION-DISCO-12M

Gertie the Christmas Goose (feat. Dr. Elmo)

Listed as Dr. Elmo – Gertie the Christmas Goose (feat. Dr. Elmo) (Hip Hopped Grandma) · Watch on YouTube

youtube_video wW_i3jPMWtw · row wW_i3jPMWtw

LAION-DISCO-12M

Singing My Heart Out

Listed as Dr. Elmo – Singing My Heart Out (Dr. Elmo's MisceLOONYous Tunes) · Watch on YouTube

youtube_video xnIhaPlCJsE · row xnIhaPlCJsE

LAION-DISCO-12M

Chubby Christmas

Listed as Dr. Elmo – Chubby Christmas (Christmas In The U.S.A.) · Watch on YouTube

youtube_video yHcYd6b0uLQ · row yHcYd6b0uLQ

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.