Yes. Bobby Vinton has 144 songs listed in a dataset used to train AI music models.

Used for training 144

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 You'll Never Know, The twelfth of never, This Guy's In Love with You (From "Sea of Love")

Listed under the artist name 144 songs in LAION-DISCO-12M

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

You'll Never Know

Listed as Bobby Vinton – You'll Never Know (Because Of You (The Love Songs Collection)) · Watch on YouTube

youtube_video -vZm1BdNyn0 · row -vZm1BdNyn0

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The twelfth of never

Listed as Bobby Vinton – The twelfth of never (Sings The Big Ones) · Watch on YouTube

youtube_video 0T59wZtUuhI · row 0T59wZtUuhI

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This Guy's In Love with You (From "Sea of Love")

Listed as Bobby Vinton – This Guy's In Love with You (From "Sea of Love") (Vinton) · Watch on YouTube

youtube_video 4zTw_ZfrXSk · row 4zTw_ZfrXSk

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Just Because

Listed as Bobby Vinton – Just Because (Greatest Polka Hits Of All Time) · Watch on YouTube

youtube_video 52NhZEbJGpg · row 52NhZEbJGpg

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Be my love

Listed as Bobby Vinton – Be my love (Sings The Big Ones) · Watch on YouTube

youtube_video 8uzrWR_G-zo · row 8uzrWR_G-zo

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Someone I Used to Know

Listed as Bobby Vinton – Someone I Used to Know (Mr. Lonely) · Watch on YouTube

youtube_video BWzSKWdRmqc · row BWzSKWdRmqc

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Some Kind of Wonderful

Listed as Bobby Vinton – Some Kind of Wonderful (Sealed With A Kiss) · Watch on YouTube

youtube_video CBtIPm1qqS8 · row CBtIPm1qqS8

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Little Lonely One

Listed as Bobby Vinton – Little Lonely One (The Classics) · Watch on YouTube

youtube_video DLSNEOQg_ms · row DLSNEOQg_ms

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Too Young

Listed as Bobby Vinton – Too Young (There I've Said It Again) · Watch on YouTube

youtube_video EfpSLJ84xf8 · row EfpSLJ84xf8

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No Arms Can Ever Hold You

Listed as Bobby Vinton – No Arms Can Ever Hold You (Vinton) · Watch on YouTube

youtube_video F7J9mcrzF5c · row F7J9mcrzF5c

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Dance on Little Girl

Listed as Bobby Vinton – Dance on Little Girl (Monumental - Classic Artists - Bobby Vinton) · Watch on YouTube

youtube_video IV9y6QyR8Gs · row IV9y6QyR8Gs

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Are Your Really Mine

Listed as Bobby Vinton – Are Your Really Mine (Blue On Blue) · Watch on YouTube

youtube_video JDxHf8P-bGY · row JDxHf8P-bGY

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I Know What It Is To Be Young (But You Don't Know What It Is To Be Old)

Listed as George Burns, Bobby Vinton – I Know What It Is To Be Young (But You Don't Know What It Is To Be Old) (As Time Goes By) · Watch on YouTube

youtube_video JlrH6oqjILU · row JlrH6oqjILU

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Hoop-Dee-Doo Polka

Listed as Bobby Vinton – Hoop-Dee-Doo Polka (Greatest Polka Hits Of All Time) · Watch on YouTube

youtube_video Kh5nGyc2Wkk · row Kh5nGyc2Wkk

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Trying

Listed as Bobby Vinton – Trying (There I've Said It Again) · Watch on YouTube

youtube_video LV7oUh5wsiM · row LV7oUh5wsiM

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Somebody's Breakin' My Heart

Listed as Bobby Vinton – Somebody's Breakin' My Heart (Sealed With A Kiss) · Watch on YouTube

youtube_video N5IcHo6Emo4 · row N5IcHo6Emo4

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He'll have to go

Listed as Bobby Vinton – He'll have to go (Sings The Big Ones) · Watch on YouTube

youtube_video OqmSnFRafms · row OqmSnFRafms

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Are You Sincere

Listed as Bobby Vinton – Are You Sincere (Bobby Vinton's Greatest Hits) · Watch on YouTube

youtube_video Os8S2d6tslY · row Os8S2d6tslY

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Blue Velvet

Listed as Bobby Vinton – Blue Velvet (Grooves Reality, Vol. 2) · Watch on YouTube

youtube_video PtosDz4r47k · row PtosDz4r47k

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I Can't Help It

Listed as Bobby Vinton – I Can't Help It (Roses Are Red) · Watch on YouTube

youtube_video Qv9UaY2IIkI · row Qv9UaY2IIkI

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God Rest Ye Merry Gentlemen

Listed as Bobby Vinton – God Rest Ye Merry Gentlemen (Great Songs Of Christmas) · Watch on YouTube

youtube_video YECQam82tVU · row YECQam82tVU

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The Grass Is Always Greener

Listed as Bobby Vinton – The Grass Is Always Greener (Mr. Lonely) · Watch on YouTube

youtube_video Yx3kLS1tspc · row Yx3kLS1tspc

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Hip-Swinging, High-Stepping, Drum Majorette

Listed as Bobby Vinton – Hip-Swinging, High-Stepping, Drum Majorette (The Classics) · Watch on YouTube

youtube_video a2-0xVpk5X4 · row a2-0xVpk5X4

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Love Me with All Your Heart (Cuando Calienta el Sol)

Listed as Bobby Vinton – Love Me with All Your Heart (Cuando Calienta el Sol) (Please Love Me Forever) · Watch on YouTube

youtube_video c-_5F0gi6LI · row c-_5F0gi6LI

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I'm getting sentimental over you

Listed as Bobby Vinton – I'm getting sentimental over you (Sings The Big Ones) · Watch on YouTube

youtube_video dJ1k8mQXMAY · row dJ1k8mQXMAY

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Well I Ask Ya

Listed as Bobby Vinton – Well I Ask Ya (Mister Lonely) · Watch on YouTube

youtube_video eNkZ6zY4XcI · row eNkZ6zY4XcI

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Polka Doll / That's My Family Tree / I Love To Dance The Polka / Memories Of Old / Love Is A Melody That Lasts Forever (Polka Memories Medley)

Listed as Bobby Vinton – Polka Doll / That's My Family Tree / I Love To Dance The Polka / Memories Of Old / Love Is A Melody That Lasts Forever (Polka Memories Medley) (Greatest Polka Hits Of All Time) · Watch on YouTube

youtube_video f4xhdJv7a_s · row f4xhdJv7a_s

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Bitter Teardrops

Listed as Bobby Vinton – Bitter Teardrops (Satin Pillows) · Watch on YouTube

youtube_video h9fCK9QN8gg · row h9fCK9QN8gg

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Christmas Eve in My Home Town

Listed as Bobby Vinton – Christmas Eve in My Home Town (Winter Harmonies: Doo Wop) · Watch on YouTube

youtube_video ijAGbs32RzM · row ijAGbs32RzM

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Satin Pillows

Listed as Bobby Vinton – Satin Pillows (Satin Pillows) · Watch on YouTube

youtube_video jzLgC4Auofs · row jzLgC4Auofs

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Moon River

Listed as Bobby Vinton – Moon River (Drive-In Movie Time (Live)) · Watch on YouTube

youtube_video ktIDVMP0u18 · row ktIDVMP0u18

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Clinging Vine

Listed as Bobby Vinton – Clinging Vine (With Love) · Watch on YouTube

youtube_video lDdko7lV5N4 · row lDdko7lV5N4

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Save the Last Dance for Me

Listed as Bobby Vinton – Save the Last Dance for Me (I Love How You Love Me) · Watch on YouTube

youtube_video lT90iE1xvLI · row lT90iE1xvLI

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It's Better to Have Loved

Listed as Bobby Vinton – It's Better to Have Loved (Mr. Lonely) · Watch on YouTube

youtube_video mFPNivQ7fSM · row mFPNivQ7fSM

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This Is My Song

Listed as Bobby Vinton – This Is My Song (Sings The Newest Hits) · Watch on YouTube

youtube_video mZytJagHSdE · row mZytJagHSdE

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Please Help Me I'm Falling

Listed as Bobby Vinton – Please Help Me I'm Falling (Roses Are Red) · Watch on YouTube

youtube_video n5bE0vx98bM · row n5bE0vx98bM

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My heart cries for you

Listed as Bobby Vinton – My heart cries for you (Sings The Big Ones) · Watch on YouTube

youtube_video nXa0Ep-G-I4 · row nXa0Ep-G-I4

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Tic-Tock Polka

Listed as Bobby Vinton – Tic-Tock Polka (Greatest Polka Hits Of All Time) · Watch on YouTube

youtube_video oLVDq3SsI9k · row oLVDq3SsI9k

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Autumn leaves

Listed as Bobby Vinton – Autumn leaves (Sings The Big Ones) · Watch on YouTube

youtube_video qLby2w9cr2s · row qLby2w9cr2s

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The End of The World

Listed as Bobby Vinton – The End of The World (Sealed With A Kiss) · Watch on YouTube

youtube_video t-QrYknFdXY · row t-QrYknFdXY

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Roses Are Red (Re-Recorded In Stereo)

Listed as Bobby Vinton – Roses Are Red (Re-Recorded In Stereo) (Mr. Lonely - His Greatest Songs Today) · Watch on YouTube

youtube_video y6bhf0XZcms · row y6bhf0XZcms

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Theme from "A Summer Place"

Listed as Bobby Vinton – Theme from "A Summer Place" (Drive-In Movie Time (Live)) · Watch on YouTube

youtube_video yAs3U2NIQJo · row yAs3U2NIQJo

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Because Of You

Listed as Bobby Vinton – Because Of You (Bobby Vinton's Greatest Hits) · Watch on YouTube

youtube_video ylHqles_7aA · row ylHqles_7aA

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Ramblin' rose

Listed as Bobby Vinton – Ramblin' rose (Sings The Big Ones) · Watch on YouTube

youtube_video z_77fAL23gA · row z_77fAL23gA

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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.