Yes. Frank Vignola has 175 songs listed in a dataset used to train AI music models.

Used for training 175

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'd Be so Nice to Come Home To, Hot Lights, Stardust

Listed under the artist name 175 songs in LAION-DISCO-12M

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

You'd Be so Nice to Come Home To

Listed as Frank Vignola, Vinny Raniolo – You'd Be so Nice to Come Home To (Beloved Earth Songs) · Watch on YouTube

youtube_video 1UdO_EYFrIg · row 1UdO_EYFrIg

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Hot Lights

Listed as Frank Vignola – Hot Lights (Gypsy Jazz Swing) · Watch on YouTube

youtube_video 2TvgHPiRfZE · row 2TvgHPiRfZE

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Stardust

Listed as David Grisman, Frank Vignola – Stardust (Frank N Dawg) · Watch on YouTube

youtube_video 3UnGNDPCFA0 · row 3UnGNDPCFA0

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Douce Ambiance

Listed as Frank Vignola Trio, Julien Labro – Douce Ambiance (100 Years of Django) · Watch on YouTube

youtube_video 4zdu8H9ncsc · row 4zdu8H9ncsc

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Frankly Swinging

Listed as Frank Vignola – Frankly Swinging (Gypsy Jazz Swing) · Watch on YouTube

youtube_video 5nx9XDO0RNg · row 5nx9XDO0RNg

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I Surrender Dear

Listed as Frank Vignola – I Surrender Dear (Blues For A Gypsy) · Watch on YouTube

youtube_video 7xoeSacvn7k · row 7xoeSacvn7k

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Young at Heart

Listed as Tommy Emmanuel, Frank Vignola – Young at Heart (Just Between Frets: Groovemasters, Vol. 11) · Watch on YouTube

youtube_video A9X5FJrg9N0 · row A9X5FJrg9N0

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How High the Moon

Listed as Tommy Emmanuel, Frank Vignola – How High the Moon (Just Between Frets: Groovemasters, Vol. 11) · Watch on YouTube

youtube_video BCXpFYvCCb0 · row BCXpFYvCCb0

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Donna Lee

Listed as Frank Vignola – Donna Lee (Blues For A Gypsy) · Watch on YouTube

youtube_video BZsFvu7f5OM · row BZsFvu7f5OM

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Concerto De Aranguez

Listed as Frank Vignola, Vinny Raniolo – Concerto De Aranguez (Beloved Earth Songs) · Watch on YouTube

youtube_video DjAZMiLCb5M · row DjAZMiLCb5M

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Stardust

Listed as Frank Vignola – Stardust (Off Broadway) · Watch on YouTube

youtube_video EiFnOgAMak4 · row EiFnOgAMak4

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Strike Up the Band (feat. Frank Vignola, Joe Ascione & Tom Kennedy)

Listed as Frank Vignola – Strike Up the Band (feat. Frank Vignola, Joe Ascione & Tom Kennedy) (Vignola Plays Gershwin) · Watch on YouTube

youtube_video GstaMMzA58M · row GstaMMzA58M

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Blues For A Gypsy

Listed as Frank Vignola – Blues For A Gypsy (Blues For A Gypsy) · Watch on YouTube

youtube_video JXMHcLguR4Y · row JXMHcLguR4Y

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Flamingo

Listed as David Grisman, Frank Vignola – Flamingo (Frank N Dawg) · Watch on YouTube

youtube_video JtZTN3gg8XY · row JtZTN3gg8XY

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Sweet Dreams

Listed as Tommy Emmanuel, Frank Vignola – Sweet Dreams (Just Between Frets: Groovemasters, Vol. 11) · Watch on YouTube

youtube_video LKRNWL0UVRY · row LKRNWL0UVRY

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Symphony No. 5 in C Minor, Op. 67: I. Allegro con brio (arr. F. Vignola)

Listed as Frank Vignola, Vinny Raniolo, Mark Egan – Symphony No. 5 in C Minor, Op. 67: I. Allegro con brio (arr. F. Vignola) (Melody Magic) · Watch on YouTube

youtube_video Msvfws4VQrw · row Msvfws4VQrw

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I've Got a Crush on You

Listed as Tommy Emmanuel, Frank Vignola – I've Got a Crush on You (Just Between Frets: Groovemasters, Vol. 11) · Watch on YouTube

youtube_video PhGoMF5DV2o · row PhGoMF5DV2o

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In Full Swing

Listed as Mark O'Connor, Frank Vignola, Jon Burr – In Full Swing (In Full Swing) · Watch on YouTube

youtube_video QXnDWzZlAMM · row QXnDWzZlAMM

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Black Orpheus

Listed as David Grisman, Frank Vignola, Robin Nolan – Black Orpheus (The Living Room Sessions) · Watch on YouTube

youtube_video TOFo7VI2tSA · row TOFo7VI2tSA

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Somebody Loves Me (feat. Frank Vignola, Joe Ascione & Tom Kennedy)

Listed as Frank Vignola – Somebody Loves Me (feat. Frank Vignola, Joe Ascione & Tom Kennedy) (Vignola Plays Gershwin) · Watch on YouTube

youtube_video TknNvBGWDA0 · row TknNvBGWDA0

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Our Love Is Here To Stay (feat. Frank Vignola & Tom Kennedy)

Listed as Frank Vignola – Our Love Is Here To Stay (feat. Frank Vignola & Tom Kennedy) (Vignola Plays Gershwin) · Watch on YouTube

youtube_video U05a_YVZ_nU · row U05a_YVZ_nU

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Summertime (feat. Frank Vignola, Tom Kennedy & Corey Christiansen)

Listed as Frank Vignola – Summertime (feat. Frank Vignola, Tom Kennedy & Corey Christiansen) (Vignola Plays Gershwin) · Watch on YouTube

youtube_video WzMqqlJWkQM · row WzMqqlJWkQM

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Killing Me Softly

Listed as Frank Vignola, Vinny Raniolo – Killing Me Softly (Beloved Earth Songs) · Watch on YouTube

youtube_video YKB0ihaeJ54 · row YKB0ihaeJ54

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Claire De Lune

Listed as David Grisman, Frank Vignola, Robin Nolan – Claire De Lune (The Living Room Sessions) · Watch on YouTube

youtube_video _GG_RCHYG84 · row _GG_RCHYG84

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Misty

Listed as Frank Vignola – Misty (Blues For A Gypsy) · Watch on YouTube

youtube_video beChWa_dSBI · row beChWa_dSBI

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Clouds

Listed as Tommy Emmanuel, Frank Vignola – Clouds (Just Between Frets: Groovemasters, Vol. 11) · Watch on YouTube

youtube_video bpRv2bg31cY · row bpRv2bg31cY

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Stars Fell on Alabama I (feat. Roland Hanna) (feat. Roland Hanna)

Listed as Frank Vignola – Stars Fell on Alabama I (feat. Roland Hanna) (feat. Roland Hanna) (Off Broadway) · Watch on YouTube

youtube_video cXY8zVcnCi4 · row cXY8zVcnCi4

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Under Paris Skies

Listed as Frank Vignola, Vinny Raniolo – Under Paris Skies (Beloved Earth Songs) · Watch on YouTube

youtube_video cbsEVmKvuTY · row cbsEVmKvuTY

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Peer Gynt Suite No. 1, Op. 46: I. Morning Mood (arr. F. Vignola)

Listed as Frank Vignola, Vinny Raniolo, Mark Egan – Peer Gynt Suite No. 1, Op. 46: I. Morning Mood (arr. F. Vignola) (Melody Magic) · Watch on YouTube

youtube_video dKgXhhhZxLM · row dKgXhhhZxLM

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Funny How

Listed as Frank Vignola – Funny How (Off Broadway) · Watch on YouTube

youtube_video dVJG7P6AsEA · row dVJG7P6AsEA

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S'Wonderful (feat. Frank Vignola, Joe Ascione, Tom Kennedy & Corey Christiansen)

Listed as Frank Vignola – S'Wonderful (feat. Frank Vignola, Joe Ascione, Tom Kennedy & Corey Christiansen) (Vignola Plays Gershwin) · Watch on YouTube

youtube_video fZPymWFp_0A · row fZPymWFp_0A

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Please

Listed as Frank Vignola – Please (Blues For A Gypsy) · Watch on YouTube

youtube_video fuXndP_AGIE · row fuXndP_AGIE

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Embraceable You (feat. Frank Vignola & Tom Kennedy)

Listed as Frank Vignola – Embraceable You (feat. Frank Vignola & Tom Kennedy) (Vignola Plays Gershwin) · Watch on YouTube

youtube_video hYgvgOGVR4I · row hYgvgOGVR4I

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Granny White Special

Listed as Mark O'Connor, Chris Thile, Frank Vignola, Bryan Sutton – Granny White Special (Jam Session) · Watch on YouTube

youtube_video hZ2YVIRw2Rk · row hZ2YVIRw2Rk

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Told You So

Listed as Frank Vignola – Told You So (Gypsy Jazz Swing) · Watch on YouTube

youtube_video kdFXTQ5FNNo · row kdFXTQ5FNNo

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Wouldn't It Be Loverly?

Listed as David Grisman, Frank Vignola – Wouldn't It Be Loverly? (Frank N Dawg) · Watch on YouTube

youtube_video kyTViUq5n40 · row kyTViUq5n40

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Carmen (arr. F. Vignola): Carmen, Act I: Habanera: L'amour est un oiseau rebelle (arr. F. Vignola)

Listed as Frank Vignola, Vinny Raniolo, Mark Egan – Carmen (arr. F. Vignola): Carmen, Act I: Habanera: L'amour est un oiseau rebelle (arr. F. Vignola) (Melody Magic) · Watch on YouTube

youtube_video lJZVUmFVBuo · row lJZVUmFVBuo

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Till There Was You

Listed as David Grisman, Frank Vignola – Till There Was You (Frank N Dawg) · Watch on YouTube

youtube_video lKhSvZWtQKI · row lKhSvZWtQKI

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I Got Rhythm (feat. Frank Vignola, Joe Ascione, Tom Kennedy & Corey Christiansen)

Listed as Frank Vignola – I Got Rhythm (feat. Frank Vignola, Joe Ascione, Tom Kennedy & Corey Christiansen) (Vignola Plays Gershwin) · Watch on YouTube

youtube_video lhF7oTA7GGM · row lhF7oTA7GGM

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Cookin' at the Continental (feat. Frank Wess, Randy Sandke) (feat. Frank Wess & Randy Sandke)

Listed as Frank Vignola – Cookin' at the Continental (feat. Frank Wess, Randy Sandke) (feat. Frank Wess & Randy Sandke) (Off Broadway) · Watch on YouTube

youtube_video mKkSFbzt2rs · row mKkSFbzt2rs

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Song d'Automne

Listed as Frank Vignola Trio, Julien Labro – Song d'Automne (100 Years of Django) · Watch on YouTube

youtube_video mfUJHfNF8gg · row mfUJHfNF8gg

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Kong Man

Listed as Frank Vignola – Kong Man (Kong Man) · Watch on YouTube

youtube_video n_tUPdGHpog · row n_tUPdGHpog

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Django's Castle

Listed as Tommy Emmanuel, Frank Vignola – Django's Castle (Just Between Frets: Groovemasters, Vol. 11) · Watch on YouTube

youtube_video sqQe9fMTK5k · row sqQe9fMTK5k

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Tenderly

Listed as Tommy Emmanuel, Frank Vignola – Tenderly (Just Between Frets: Groovemasters, Vol. 11) · Watch on YouTube

youtube_video tLo2srELumg · row tLo2srELumg

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One Beautiful Evening

Listed as Mark O'Connor, Frank Vignola, Jon Burr – One Beautiful Evening (In Full Swing) · Watch on YouTube

youtube_video uXlcPAVB7CE · row uXlcPAVB7CE

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No More Time

Listed as Frank Vignola – No More Time (Gypsy Jazz Swing) · Watch on YouTube

youtube_video v67B1J5V7O0 · row v67B1J5V7O0

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Cryin'

Listed as Frank Vignola – Cryin' (Blues For A Gypsy) · Watch on YouTube

youtube_video v9siOIhe_lc · row v9siOIhe_lc

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Swing 09

Listed as Tommy Emmanuel, Frank Vignola – Swing 09 (Just Between Frets: Groovemasters, Vol. 11) · Watch on YouTube

youtube_video vgZ3FzIiVbc · row vgZ3FzIiVbc

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A Simple Affair

Listed as Frank Vignola – A Simple Affair (Gypsy Jazz Swing) · Watch on YouTube

youtube_video xuVVvvdxXr4 · row xuVVvvdxXr4

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Swing Gitane

Listed as Frank Vignola Trio, Julien Labro – Swing Gitane (100 Years of Django) · Watch on YouTube

youtube_video yUpqGgIB9gU · row yUpqGgIB9gU

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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.