Yes. Billy Vaughn 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 Moritat from Three Penny Opera, Three Penny Opera, Tammy

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.

Moritat from Three Penny Opera

Listed as Billy Vaughn – Moritat from Three Penny Opera (Little Boy Blue (DOT Singles 1954 - 1956)) · Watch on YouTube

youtube_video -UHcB-AQzw4 · row -UHcB-AQzw4

LAION-DISCO-12M

Three Penny Opera

Listed as Billy Vaughn – Three Penny Opera (A Summer Place) · Watch on YouTube

youtube_video -l_cJ6tl2pk · row -l_cJ6tl2pk

LAION-DISCO-12M

Tammy

Listed as Billy Vaughn And His Orchestra – Tammy (Theme From A Summer Palace) · Watch on YouTube

youtube_video 7ChddXjEnYc · row 7ChddXjEnYc

LAION-DISCO-12M

Red Roses For A Blue LaDy

Listed as Billy Vaughn And His Orchestra – Red Roses For A Blue LaDy (Billy Vaughn And His Orchestra) · Watch on YouTube

youtube_video 8051n7Rx-ks · row 8051n7Rx-ks

LAION-DISCO-12M

Raunchy

Listed as Billy Vaughn – Raunchy (Historia Instrumental Vol. 1) · Watch on YouTube

youtube_video Ao2pFUOnQbM · row Ao2pFUOnQbM

LAION-DISCO-12M

Sweet Leilani

Listed as Billy Vaughn – Sweet Leilani (The Only Easy Listening Album You'll Ever Need - 101 Unforgettable Tracks) · Watch on YouTube

youtube_video BEoTjiWlUCw · row BEoTjiWlUCw

LAION-DISCO-12M

High Noon

Listed as Billy Vaughn – High Noon (Billy Vaughn Plays The Million Sellers) · Watch on YouTube

youtube_video CHgVPFMjwc0 · row CHgVPFMjwc0

LAION-DISCO-12M

Theme from the Apartment

Listed as Billy Vaughn – Theme from the Apartment (Presenting Billy Vaughn) · Watch on YouTube

youtube_video CwOw1jqQsqI · row CwOw1jqQsqI

LAION-DISCO-12M

My Sweet Lord

Listed as Billy Vaughn And His Orchestra – My Sweet Lord (Billy Vaughn And His Orchestra) · Watch on YouTube

youtube_video DnIkqYp9HbM · row DnIkqYp9HbM

LAION-DISCO-12M

Petite Fleuer

Listed as Billy Vaughn And His Orchestra – Petite Fleuer (Billy Vaughn And His Orchestra) · Watch on YouTube

youtube_video GuOesPu9S0E · row GuOesPu9S0E

LAION-DISCO-12M

Stranger On The Shore

Listed as Billy Vaughn And His Orchestra – Stranger On The Shore (Billy Vaughn And His Orchestra) · Watch on YouTube

youtube_video H_HW-4tt0kE · row H_HW-4tt0kE

LAION-DISCO-12M

Theme From "A Summer Place"

Listed as Billy Vaughn and His Orchestra – Theme From "A Summer Place" (Oldies Masters: Wheels) · Watch on YouTube

youtube_video IJTsSixwHd4 · row IJTsSixwHd4

LAION-DISCO-12M

Indian Love Call

Listed as Billy Vaughn – Indian Love Call (Billy Vaughn Plays) · Watch on YouTube

youtube_video J6gu0VZ0lqU · row J6gu0VZ0lqU

LAION-DISCO-12M

Sail Along Silvery Moon

Listed as Billy Vaughn – Sail Along Silvery Moon (On An Island With Billy) · Watch on YouTube

youtube_video KGTZ7FsYxXA · row KGTZ7FsYxXA

LAION-DISCO-12M

Happy Days Are Here Again

Listed as Billy Vaughn – Happy Days Are Here Again (Wochenend und Sonnenschein) · Watch on YouTube

youtube_video KWAB3qiUFv0 · row KWAB3qiUFv0

LAION-DISCO-12M

Blue Danube

Listed as Billy Vaughn – Blue Danube (Lost Treasures, Vol. 1) · Watch on YouTube

youtube_video KYy6nAzzj60 · row KYy6nAzzj60

LAION-DISCO-12M

Trade Winds

Listed as Billy Vaughn – Trade Winds (Blue Hawaii) · Watch on YouTube

youtube_video Lpyd_RMGUtQ · row Lpyd_RMGUtQ

LAION-DISCO-12M

Meditación

Listed as Billy Vaughn – Meditación (Grandes Orquestas) · Watch on YouTube

youtube_video MvmhAOo2UgE · row MvmhAOo2UgE

LAION-DISCO-12M

Baby O' Mine

Listed as Billy Vaughn And His Orchestra – Baby O' Mine (Sweet Music And Memories) · Watch on YouTube

youtube_video NIuoijw3l-c · row NIuoijw3l-c

LAION-DISCO-12M

Wabash Blues

Listed as Billy Vaughan – Wabash Blues (Golden Saxophones) · Watch on YouTube

youtube_video OAXOVD73dd4 · row OAXOVD73dd4

LAION-DISCO-12M

C'est Si Bon

Listed as Billy Vaughn And His Orchestra – C'est Si Bon (Orange Blossom Special And Wheels) · Watch on YouTube

youtube_video OZ0WfYzFvMI · row OZ0WfYzFvMI

LAION-DISCO-12M

Mexican Pearls

Listed as Billy Vaughan – Mexican Pearls (Cinco de Mayo! Classic Mexican Celebration) · Watch on YouTube

youtube_video Q5k-zlkeRe4 · row Q5k-zlkeRe4

LAION-DISCO-12M

Sweet Georgia Brown

Listed as Billy Vaughn – Sweet Georgia Brown (Presenting Billy Vaughn) · Watch on YouTube

youtube_video Q_bMVCW9fSY · row Q_bMVCW9fSY

LAION-DISCO-12M

(It's No) Sin

Listed as Billy Vaughn And His Orchestra – (It's No) Sin (A Swingin' Safari) · Watch on YouTube

youtube_video QyS9GC7IT6Y · row QyS9GC7IT6Y

LAION-DISCO-12M

Quien Sera

Listed as Billy Vaughn – Quien Sera (Lost Treasures, Vol. 1) · Watch on YouTube

youtube_video SfJkqR1-aKQ · row SfJkqR1-aKQ

LAION-DISCO-12M

Hawaiian War Chant

Listed as Billy Vaughn – Hawaiian War Chant (Presenting Billy Vaughn) · Watch on YouTube

youtube_video SiVVVXOJ66U · row SiVVVXOJ66U

LAION-DISCO-12M

SAIL ALONG SILV'RY MOON (Live)

Listed as Billy Vaughn – SAIL ALONG SILV'RY MOON (Live) (Lost Treasures, Vol. 1) · Watch on YouTube

youtube_video U5WULRvEqhg · row U5WULRvEqhg

LAION-DISCO-12M

Near You

Listed as Billy Vaughn & his Orchestra – Near You (Golden Saxophones) · Watch on YouTube

youtube_video Xe7mjalbOYY · row Xe7mjalbOYY

LAION-DISCO-12M

Blue Tomorrow

Listed as Billy Vaughn And His Orchestra – Blue Tomorrow (Berlin Melody) · Watch on YouTube

youtube_video _DFslbCsilE · row _DFslbCsilE

LAION-DISCO-12M

Theme From A Summer Place

Listed as Billy Vaughn And His Orchestra – Theme From A Summer Place (Legend (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video bOF0YEbcxYA · row bOF0YEbcxYA

LAION-DISCO-12M

Ramblin' Rose

Listed as Billy Vaughn and His Orchestra – Ramblin' Rose (Hits of '62) · Watch on YouTube

youtube_video bPSl--N-zYc · row bPSl--N-zYc

LAION-DISCO-12M

When I Need You

Listed as Billy Vaughn And His Orchestra – When I Need You (Billy Vaughn And His Orchestra) · Watch on YouTube

youtube_video eKMeTNC2bxE · row eKMeTNC2bxE

LAION-DISCO-12M

Fascination

Listed as Billy Vaughn – Fascination (Billy Vaughn Plays The Million Sellers) · Watch on YouTube

youtube_video fYvbh3jHRK4 · row fYvbh3jHRK4

LAION-DISCO-12M

El Manisero

Listed as Billy Vaughn – El Manisero (It Is Because) · Watch on YouTube

youtube_video gtTG_NzNK_g · row gtTG_NzNK_g

LAION-DISCO-12M

Patricia

Listed as Billy Vaughn – Patricia (I Love Music) · Watch on YouTube

youtube_video hwrs02RROyE · row hwrs02RROyE

LAION-DISCO-12M

A Fool Such As I

Listed as Billy Vaughn And His Orchestra – A Fool Such As I (A Swingin' Safari) · Watch on YouTube

youtube_video mfr46mn6nig · row mfr46mn6nig

LAION-DISCO-12M

Theme from a Summer Place

Listed as Billy Vaughn – Theme from a Summer Place (Big Band Music Club: Champagne Memories, Vol. 1) · Watch on YouTube

youtube_video nL02RXyzkMQ · row nL02RXyzkMQ

LAION-DISCO-12M

Billy Vaughn La Paloma (DotRecordsLPS75,074) LPwmv[171] - 1.wav

Listed as Billy Vaughn & his Orchestra – Billy Vaughn La Paloma (DotRecordsLPS75,074) LPwmv[171] - 1.wav (Billy Vaughn La Paloma) · Watch on YouTube

youtube_video o--XDRRG7hw · row o--XDRRG7hw

LAION-DISCO-12M

My Isle of Golden Dreams

Listed as Billy Vaughn – My Isle of Golden Dreams (Presenting Billy Vaughn) · Watch on YouTube

youtube_video oUzwL6M-fx4 · row oUzwL6M-fx4

LAION-DISCO-12M

Hawaiian Wedding Song

Listed as Billy Vaughn – Hawaiian Wedding Song (Presenting Billy Vaughn) · Watch on YouTube

youtube_video prKcsxG-fQg · row prKcsxG-fQg

LAION-DISCO-12M

Midnight In Moscow

Listed as Billy Vaughn And His Orchestra – Midnight In Moscow (Sail Along Silv'ry Moon) · Watch on YouTube

youtube_video qX4rgjbkr5s · row qX4rgjbkr5s

LAION-DISCO-12M

Tango de roses

Listed as Billy Vaughn – Tango de roses (Golden Continental Tango) · Watch on YouTube

youtube_video tqEDVGLam40 · row tqEDVGLam40

LAION-DISCO-12M

Red Sails In The Sunset

Listed as Billy Vaughn and His Orchestra – Red Sails In The Sunset (Oldies Masters: Wheels) · Watch on YouTube

youtube_video uOdvpZLjEH8 · row uOdvpZLjEH8

LAION-DISCO-12M

The Peanut Vendor

Listed as Billy Vaughn And His Orchestra – The Peanut Vendor (La Paloma) · Watch on YouTube

youtube_video vNpIAIJRBqc · row vNpIAIJRBqc

LAION-DISCO-12M

Ruleta

Listed as Billy Vaughn – Ruleta (Grandes Orquestas) · Watch on YouTube

youtube_video x3MxY3O4S6w · row x3MxY3O4S6w

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.