Yes. William Ross has 145 songs listed in a dataset used to train AI music models.

Used for training 145

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 Romantic Interlude / Press Conference, Final Against West Chester, Epilogue from the film SEPTEMBER DAWN

Listed under the artist name 145 songs in LAION-DISCO-12M

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

Romantic Interlude / Press Conference

Listed as William Ross – Romantic Interlude / Press Conference (A Very Harold & Kumar 3D Christmas (Original Motion Picture Score)) · Watch on YouTube

youtube_video -NBsk0DFYs4 · row -NBsk0DFYs4

LAION-DISCO-12M

Final Against West Chester

Listed as William Ross – Final Against West Chester (The Mighty Macs (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video 06RA7Tmdhjg · row 06RA7Tmdhjg

LAION-DISCO-12M

Epilogue from the film SEPTEMBER DAWN

Listed as William Ross – Epilogue from the film SEPTEMBER DAWN (September Dawn - Original Motion Picture Soundtrack) · Watch on YouTube

youtube_video 3M-mW8zI5VI · row 3M-mW8zI5VI

LAION-DISCO-12M

West Chester At Immaculata

Listed as William Ross – West Chester At Immaculata (The Mighty Macs (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video 3fK-6tV8w-Y · row 3fK-6tV8w-Y

LAION-DISCO-12M

Save The Band

Listed as William Ross – Save The Band (Touchback (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video 4SYt5fY-dkU · row 4SYt5fY-dkU

LAION-DISCO-12M

Exchanging Tokens from the film SEPTEMBER DAWN

Listed as William Ross – Exchanging Tokens from the film SEPTEMBER DAWN (September Dawn - Original Motion Picture Soundtrack) · Watch on YouTube

youtube_video 5MUJUalE2xA · row 5MUJUalE2xA

LAION-DISCO-12M

Sergei Katsov

Listed as William Ross – Sergei Katsov (A Very Harold & Kumar 3D Christmas (Original Motion Picture Score)) · Watch on YouTube

youtube_video 8cRSZevMZiA · row 8cRSZevMZiA

LAION-DISCO-12M

Free Throw / Kathy And Sister Sunday

Listed as William Ross – Free Throw / Kathy And Sister Sunday (The Mighty Macs (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video 8xDr52wSU20 · row 8xDr52wSU20

LAION-DISCO-12M

Baby Talk

Listed as William Ross – Baby Talk (A Very Harold & Kumar 3D Christmas (Original Motion Picture Score)) · Watch on YouTube

youtube_video 95WD1rJdntA · row 95WD1rJdntA

LAION-DISCO-12M

Macy In Front Of Lockers

Listed as William Ross – Macy In Front Of Lockers (Touchback (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video AroCkiYt54M · row AroCkiYt54M

LAION-DISCO-12M

The Frost

Listed as William Ross – The Frost (Touchback (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video CovSeKjhEIo · row CovSeKjhEIo

LAION-DISCO-12M

The Meadow from the film SEPTEMBER DAWN

Listed as William Ross – The Meadow from the film SEPTEMBER DAWN (September Dawn - Original Motion Picture Soundtrack) · Watch on YouTube

youtube_video Cv0JiDsRlBg · row Cv0JiDsRlBg

LAION-DISCO-12M

Party Interrupted

Listed as William Ross – Party Interrupted (A Very Harold & Kumar 3D Christmas (Original Motion Picture Score)) · Watch on YouTube

youtube_video Fl-nE3kXIaM · row Fl-nE3kXIaM

LAION-DISCO-12M

Liz Falls

Listed as William Ross – Liz Falls (T-Rex: Back To The Cretaceous (Original Motion Picture Score)) · Watch on YouTube

youtube_video G_TgiqXfX2g · row G_TgiqXfX2g

LAION-DISCO-12M

Finals, Part II

Listed as William Ross – Finals, Part II (The Mighty Macs (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video Iw8YsV05KOE · row Iw8YsV05KOE

LAION-DISCO-12M

Cleaning The Floor / Immaculata At La Salle

Listed as William Ross – Cleaning The Floor / Immaculata At La Salle (The Mighty Macs (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video KCkTDx3gTsM · row KCkTDx3gTsM

LAION-DISCO-12M

Flight With Santa

Listed as William Ross – Flight With Santa (A Very Harold & Kumar 3D Christmas (Original Motion Picture Score)) · Watch on YouTube

youtube_video MUCjLwBnfEI · row MUCjLwBnfEI

LAION-DISCO-12M

It's Gonna Keep Comin'

Listed as William Ross – It's Gonna Keep Comin' (Touchback (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video Mq3sMhFgtxE · row Mq3sMhFgtxE

LAION-DISCO-12M

Meet Adrian

Listed as William Ross – Meet Adrian (A Very Harold & Kumar 3D Christmas (Original Motion Picture Score)) · Watch on YouTube

youtube_video O4QDjfYHHds · row O4QDjfYHHds

LAION-DISCO-12M

Finding the Egg

Listed as William Ross – Finding the Egg (T-Rex: Back To The Cretaceous (Original Motion Picture Score)) · Watch on YouTube

youtube_video PQCwhXjkcf4 · row PQCwhXjkcf4

LAION-DISCO-12M

Epilogue

Listed as William Ross – Epilogue (Driftwood: Original Motion Picture Soundtrack) · Watch on YouTube

youtube_video Qjn7PZBWtG0 · row Qjn7PZBWtG0

LAION-DISCO-12M

High School Flame

Listed as William Ross – High School Flame (Touchback (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video TV3X0D_QHiI · row TV3X0D_QHiI

LAION-DISCO-12M

Main Title (From the original soundtrack recording to "Driftwood")

Listed as William Ross – Main Title (From the original soundtrack recording to "Driftwood") (Driftwood - Original Motion Picture Soundtrack) · Watch on YouTube

youtube_video UVoGvPHYdOQ · row UVoGvPHYdOQ

LAION-DISCO-12M

Rotunda Pride

Listed as William Ross – Rotunda Pride (The Mighty Macs (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video Wu3EWDsgUcg · row Wu3EWDsgUcg

LAION-DISCO-12M

Jonathan And The Horse from the film SEPTEMBER DAWN

Listed as William Ross – Jonathan And The Horse from the film SEPTEMBER DAWN (September Dawn - Original Motion Picture Soundtrack) · Watch on YouTube

youtube_video XfS7qyC10f0 · row XfS7qyC10f0

LAION-DISCO-12M

Think You'll Stay?

Listed as William Ross – Think You'll Stay? (The Mighty Macs (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video Y1T_XREc2_I · row Y1T_XREc2_I

LAION-DISCO-12M

Thanks Coach / Loss To West Chester

Listed as William Ross – Thanks Coach / Loss To West Chester (The Mighty Macs (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video YkV5ScNOBbg · row YkV5ScNOBbg

LAION-DISCO-12M

Back To High School

Listed as William Ross – Back To High School (Touchback (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video _t-sBE21rao · row _t-sBE21rao

LAION-DISCO-12M

Eggtion

Listed as William Ross – Eggtion (A Very Harold & Kumar 3D Christmas (Original Motion Picture Score)) · Watch on YouTube

youtube_video eOi-UtBZs9c · row eOi-UtBZs9c

LAION-DISCO-12M

Back To Football

Listed as William Ross – Back To Football (Touchback (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video f6dLom--Cto · row f6dLom--Cto

LAION-DISCO-12M

Emily And Jonathan from the film SEPTEMBER DAWN

Listed as William Ross – Emily And Jonathan from the film SEPTEMBER DAWN (September Dawn - Original Motion Picture Soundtrack) · Watch on YouTube

youtube_video frgZ5tktdnk · row frgZ5tktdnk

LAION-DISCO-12M

Skinny Dip

Listed as William Ross – Skinny Dip (Touchback (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video hgZ1C_vNM00 · row hgZ1C_vNM00

LAION-DISCO-12M

Elegy from the film SEPTEMBER DAWN

Listed as William Ross – Elegy from the film SEPTEMBER DAWN (September Dawn - Original Motion Picture Soundtrack) · Watch on YouTube

youtube_video iZrGcWv_q4o · row iZrGcWv_q4o

LAION-DISCO-12M

Victory & Epilogue

Listed as William Ross – Victory & Epilogue (The Mighty Macs (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video j7ShOGt4lYA · row j7ShOGt4lYA

LAION-DISCO-12M

Dad's Tree

Listed as William Ross – Dad's Tree (A Very Harold & Kumar 3D Christmas (Original Motion Picture Score)) · Watch on YouTube

youtube_video jcEpxnIXPV4 · row jcEpxnIXPV4

LAION-DISCO-12M

Ursinus At Immaculata

Listed as William Ross – Ursinus At Immaculata (The Mighty Macs (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video nezCbOg_SFQ · row nezCbOg_SFQ

LAION-DISCO-12M

Ohio Jersey

Listed as William Ross – Ohio Jersey (Touchback (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video sWZMazcdjnk · row sWZMazcdjnk

LAION-DISCO-12M

Victory Walk

Listed as William Ross – Victory Walk (A Very Harold & Kumar 3D Christmas (Original Motion Picture Score)) · Watch on YouTube

youtube_video svxjcWv3YJg · row svxjcWv3YJg

LAION-DISCO-12M

Money Troubles

Listed as William Ross – Money Troubles (Touchback (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video t9akr9PJVkg · row t9akr9PJVkg

LAION-DISCO-12M

Santa's Magic Joint

Listed as William Ross – Santa's Magic Joint (A Very Harold & Kumar 3D Christmas (Original Motion Picture Score)) · Watch on YouTube

youtube_video u74hAHPEfnw · row u74hAHPEfnw

LAION-DISCO-12M

Merry Christmas!

Listed as William Ross – Merry Christmas! (A Very Harold & Kumar 3D Christmas (Original Motion Picture Score)) · Watch on YouTube

youtube_video vbvLz83OQzI · row vbvLz83OQzI

LAION-DISCO-12M

Harvest

Listed as William Ross – Harvest (Touchback (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video vr1ANYGDGEI · row vr1ANYGDGEI

LAION-DISCO-12M

Super Baby

Listed as William Ross – Super Baby (A Very Harold & Kumar 3D Christmas (Original Motion Picture Score)) · Watch on YouTube

youtube_video xYBZuMzvS8U · row xYBZuMzvS8U

LAION-DISCO-12M

Christmas Mass

Listed as William Ross – Christmas Mass (A Very Harold & Kumar 3D Christmas (Original Motion Picture Score)) · Watch on YouTube

youtube_video xwoVutx4g8s · row xwoVutx4g8s

LAION-DISCO-12M

Carol of the Bells

Listed as Paul Oakenfold, William Ross – Carol of the Bells (A Very Harold & Kumar 3D Christmas (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video yREzSz5ULFA · row yREzSz5ULFA

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.