Yes. BYU Vocal Point has 134 songs listed in a dataset used to train AI music models.

Used for training 134

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 O Holy Night (arr. M. Crockett), Black Balloon, When You Come Back to Me Again

Listed under the artist name 134 songs in LAION-DISCO-12M

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

O Holy Night (arr. M. Crockett)

Listed as BYU Vocal Point – O Holy Night (arr. M. Crockett) (Newborn King) · Watch on YouTube

youtube_video -g6R8IB6Nj0 · row -g6R8IB6Nj0

LAION-DISCO-12M

Black Balloon

Listed as BYU Vocal Point – Black Balloon (Nonstop) · Watch on YouTube

youtube_video 0kBMftemT4s · row 0kBMftemT4s

LAION-DISCO-12M

When You Come Back to Me Again

Listed as BYU Vocal Point – When You Come Back to Me Again (Nonstop) · Watch on YouTube

youtube_video 35ZYFmNa-Ck · row 35ZYFmNa-Ck

LAION-DISCO-12M

Set Fire to the Rain

Listed as BYU Vocal Point – Set Fire to the Rain (Spectrum) · Watch on YouTube

youtube_video 3fn_SWbL2ws · row 3fn_SWbL2ws

LAION-DISCO-12M

Ghost

Listed as Vocal Point – Ghost (Voices Only 2015, Vol. 2 (A Cappella)) · Watch on YouTube

youtube_video 4AvpEU02PSI · row 4AvpEU02PSI

LAION-DISCO-12M

Beat It

Listed as BYU Vocal Point – Beat It (Spectrum) · Watch on YouTube

youtube_video 5AlmcR_qMB0 · row 5AlmcR_qMB0

LAION-DISCO-12M

No, Not Much

Listed as BYU Vocal Point – No, Not Much (Nonstop) · Watch on YouTube

youtube_video CJ1lNtaFd6A · row CJ1lNtaFd6A

LAION-DISCO-12M

The Nicest Kids In Town (From "Hairspray")

Listed as BYU Vocal Point – The Nicest Kids In Town (From "Hairspray") (Back in Blue: Maximum A Cappella) · Watch on YouTube

youtube_video IuXPDTCbBr0 · row IuXPDTCbBr0

LAION-DISCO-12M

Love Wins

Listed as BYU Vocal Point – Love Wins (Love Wins) · Watch on YouTube

youtube_video L6shL6QQ1Jg · row L6shL6QQ1Jg

LAION-DISCO-12M

Home (Michael Bublé)

Listed as BYU Vocal Point – Home (Michael Bublé) (Nonstop) · Watch on YouTube

youtube_video LDLwJbmc1OQ · row LDLwJbmc1OQ

LAION-DISCO-12M

Allegheny

Listed as BYU Vocal Point – Allegheny (Spectrum) · Watch on YouTube

youtube_video LW6q4B50Gc4 · row LW6q4B50Gc4

LAION-DISCO-12M

It Had Better Be Tonight (Meglio stasera)

Listed as BYU Vocal Point – It Had Better Be Tonight (Meglio stasera) (Back in Blue: Maximum A Cappella) · Watch on YouTube

youtube_video N8eTY54oaN4 · row N8eTY54oaN4

LAION-DISCO-12M

Opera #2 (Vitas)

Listed as BYU Vocal Point – Opera #2 (Vitas) (Back in Blue: Maximum A Cappella) · Watch on YouTube

youtube_video ORScnZLetQ4 · row ORScnZLetQ4

LAION-DISCO-12M

Jingle Bells

Listed as BYU Vocal Point – Jingle Bells (Christmas Under the Stars (Live on BYUtv) - EP) · Watch on YouTube

youtube_video PKlOV09rrGI · row PKlOV09rrGI

LAION-DISCO-12M

Nuttin' for Christmas

Listed as BYU Vocal Point – Nuttin' for Christmas (He Is Born) · Watch on YouTube

youtube_video QGhFsChIg6o · row QGhFsChIg6o

LAION-DISCO-12M

Game Day: NFL on Fox Theme / We Will Rock You / Get Ready for This / Chariots of Fire / Hey Song / Charge / Kemkraft 400

Listed as BYU Vocal Point – Game Day: NFL on Fox Theme / We Will Rock You / Get Ready for This / Chariots of Fire / Hey Song / Charge / Kemkraft 400 (Back in Blue: Maximum A Cappella) · Watch on YouTube

youtube_video Qb8Jq-EAI3M · row Qb8Jq-EAI3M

LAION-DISCO-12M

Scottish Spring

Listed as BYU Vocal Point – Scottish Spring (Wasting Our Parents' Money: The Best Of College A Cappella Humor) · Watch on YouTube

youtube_video QtTt8U8yYCg · row QtTt8U8yYCg

LAION-DISCO-12M

Hip To Be Square

Listed as BYU Vocal Point – Hip To Be Square (Back in Blue: Maximum A Cappella) · Watch on YouTube

youtube_video S1iykF7auJk · row S1iykF7auJk

LAION-DISCO-12M

Thriller

Listed as BYU Vocal Point – Thriller (Nonstop) · Watch on YouTube

youtube_video SHTHBDp4hlk · row SHTHBDp4hlk

LAION-DISCO-12M

Rhythm of the Night

Listed as BYU Vocal Point – Rhythm of the Night (Spectrum) · Watch on YouTube

youtube_video WFc-ZIHL0kM · row WFc-ZIHL0kM

LAION-DISCO-12M

Sleigh Ride (feat. Elisha Garrett)

Listed as BYU Vocal Point – Sleigh Ride (feat. Elisha Garrett) (He Is Born) · Watch on YouTube

youtube_video YK-wc3mKbp0 · row YK-wc3mKbp0

LAION-DISCO-12M

Sing, Sing, Sing

Listed as BYU Vocal Point – Sing, Sing, Sing (Nonstop) · Watch on YouTube

youtube_video cNs10Vt5lqw · row cNs10Vt5lqw

LAION-DISCO-12M

Dare You to Move

Listed as BYU Vocal Point – Dare You to Move (Spectrum) · Watch on YouTube

youtube_video dP3_miO5lcc · row dP3_miO5lcc

LAION-DISCO-12M

Superstition

Listed as BYU Vocal Point – Superstition (Nonstop) · Watch on YouTube

youtube_video dcQH1AFcpFM · row dcQH1AFcpFM

LAION-DISCO-12M

Remember When It Rained

Listed as BYU Vocal Point – Remember When It Rained (Back in Blue: Maximum A Cappella) · Watch on YouTube

youtube_video i1mbAiY5n8s · row i1mbAiY5n8s

LAION-DISCO-12M

September

Listed as BYU Vocal Point – September (Back in Blue: Maximum A Cappella) · Watch on YouTube

youtube_video ik9_6CuEMRI · row ik9_6CuEMRI

LAION-DISCO-12M

Infant Holy, Infant Lowly

Listed as BYU Vocal Point – Infant Holy, Infant Lowly (He Is Born) · Watch on YouTube

youtube_video jd7v5QGi23M · row jd7v5QGi23M

LAION-DISCO-12M

Got to Get You into My Life

Listed as BYU Vocal Point – Got to Get You into My Life (Back in Blue: Maximum A Cappella) · Watch on YouTube

youtube_video kAj77l21KOI · row kAj77l21KOI

LAION-DISCO-12M

Bigger Than My Body

Listed as BYU Vocal Point – Bigger Than My Body (Nonstop) · Watch on YouTube

youtube_video kmKUmp7ZFSw · row kmKUmp7ZFSw

LAION-DISCO-12M

Telephone Opera

Listed as BYU Vocal Point – Telephone Opera (Back in Blue: Maximum A Cappella) · Watch on YouTube

youtube_video krnVbt5feX8 · row krnVbt5feX8

LAION-DISCO-12M

Inspector Pachuco: Inspector Gadget / Hey Pachuco

Listed as BYU Vocal Point – Inspector Pachuco: Inspector Gadget / Hey Pachuco (Back in Blue: Maximum A Cappella) · Watch on YouTube

youtube_video lrpVpNaVm1Y · row lrpVpNaVm1Y

LAION-DISCO-12M

The First Noel (Live)

Listed as BYU Vocal Point – The First Noel (Live) (Christmas Under the Stars (Live on BYUtv) - EP) · Watch on YouTube

youtube_video r2s-CgaaU-0 · row r2s-CgaaU-0

LAION-DISCO-12M

Home (Marc Broussard)

Listed as BYU Vocal Point – Home (Marc Broussard) (Nonstop) · Watch on YouTube

youtube_video y4t7LN2Lp8U · row y4t7LN2Lp8U

LAION-DISCO-12M

(Your Love Keeps Lifting Me) Higher and Higher

Listed as BYU Vocal Point – (Your Love Keeps Lifting Me) Higher and Higher (Spectrum) · Watch on YouTube

youtube_video z9iLKmUwcgE · row z9iLKmUwcgE

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.