Yes. Frank Sinatra has 822 songs listed in a dataset used to train AI music models.

Used for training 822

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 We Open In Venice, That Lucky Old Sun, Me and My Shadow

Listed under the artist name 822 songs in LAION-DISCO-12M

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

We Open In Venice

Listed as Frank Sinatra, Dean Martin, Sammy Davis Jr. – We Open In Venice (Reprise Rarities (Vol. 5)) · Watch on YouTube

youtube_video 2RRBG49hCps · row 2RRBG49hCps

LAION-DISCO-12M

That Lucky Old Sun

Listed as Dean Martin, Sammy Davis Jr., Frank Sinatra – That Lucky Old Sun (Some Enchanted Evening) · Watch on YouTube

youtube_video 37IutyDDKcg · row 37IutyDDKcg

LAION-DISCO-12M

Me and My Shadow

Listed as Sammy Davis Jr, Frank Sinatra – Me and My Shadow (Top 20 Trax) · Watch on YouTube

youtube_video 3qAoYFGy57U · row 3qAoYFGy57U

LAION-DISCO-12M

It All Depends On You

Listed as Dean Martin, Sammy Davis Jr., Frank Sinatra – It All Depends On You (Some Enchanted Evening) · Watch on YouTube

youtube_video 4kfF3gFgVLo · row 4kfF3gFgVLo

LAION-DISCO-12M

Luck Be A Lady

Listed as Frank Sinatra, Chrissie Hynde – Luck Be A Lady (Duets (20th Anniversary Deluxe Edition)) · Watch on YouTube

youtube_video 51rLkzeMbqQ · row 51rLkzeMbqQ

LAION-DISCO-12M

The Best Is Yet To Come

Listed as Jon Secada, Frank Sinatra – The Best Is Yet To Come (Duets (20th Anniversary Deluxe Edition)) · Watch on YouTube

youtube_video 9BpGP5g8t8Q · row 9BpGP5g8t8Q

LAION-DISCO-12M

April in Paris

Listed as Dean Martin, Sammy Davis Jr, Frank Sinatra – April in Paris (Four Seasons Romance) · Watch on YouTube

youtube_video AZWk31JxE1Y · row AZWk31JxE1Y

LAION-DISCO-12M

Me And My Shadow

Listed as Dean Martin, Frank Sinatra, Sammy Davis Jr. – Me And My Shadow (A Night On The Town With The Rat Pack) · Watch on YouTube

youtube_video BCBhyF2AfC4 · row BCBhyF2AfC4

LAION-DISCO-12M

Kiss

Listed as Dean Martin, Sammy Davis Jr., Frank Sinatra – Kiss (Some Enchanted Evening) · Watch on YouTube

youtube_video EJxVdNiJlIE · row EJxVdNiJlIE

LAION-DISCO-12M

White Christmas

Listed as Irving Berlin, Frank Sinatra – White Christmas (Simply ... Blue Eyes! (The 2020 Remasters)) · Watch on YouTube

youtube_video FepIvY1YmKY · row FepIvY1YmKY

LAION-DISCO-12M

Baubles, Bangles And Beads

Listed as Antonio Carlos Jobim, Frank Sinatra – Baubles, Bangles And Beads (Francis Albert Sinatra & Antonio Carlos Jobim (50th Anniversary Edition)) · Watch on YouTube

youtube_video Fj4mtHWhhhg · row Fj4mtHWhhhg

LAION-DISCO-12M

Change Partners

Listed as Antonio Carlos Jobim, Frank Sinatra – Change Partners (Francis Albert Sinatra & Antonio Carlos Jobim (50th Anniversary Edition)) · Watch on YouTube

youtube_video Fw-ylLGfm-o · row Fw-ylLGfm-o

LAION-DISCO-12M

I Dont't Care If the Sun Don't Shine

Listed as Dean Martin, Sammy Davis Jr., Frank Sinatra – I Dont't Care If the Sun Don't Shine (Some Enchanted Evening) · Watch on YouTube

youtube_video GIqmEihcDR8 · row GIqmEihcDR8

LAION-DISCO-12M

Sweet Lorraine

Listed as Frank Sinatra, Dean Martin, Sammy Davis Jr. – Sweet Lorraine (My Romance) · Watch on YouTube

youtube_video GdWPVx7RITo · row GdWPVx7RITo

LAION-DISCO-12M

This Happy Madness (Estrada Branca)

Listed as Antonio Carlos Jobim, Frank Sinatra – This Happy Madness (Estrada Branca) (Sinatra & Company) · Watch on YouTube

youtube_video HmrwvFJltnI · row HmrwvFJltnI

LAION-DISCO-12M

Quiet Nights of Quiet Stars (Corcovado)

Listed as Antonio Carlos Jobim, Frank Sinatra – Quiet Nights of Quiet Stars (Corcovado) (Francis Albert Sinatra & Antonio Carlos Jobim (50th Anniversary Edition)) · Watch on YouTube

youtube_video I-9pSArCoT8 · row I-9pSArCoT8

LAION-DISCO-12M

The Girl From Ipanema

Listed as Antonio Carlos Jobim, Frank Sinatra – The Girl From Ipanema (Francis Albert Sinatra & Antonio Carlos Jobim (50th Anniversary Edition)) · Watch on YouTube

youtube_video JGRB5uOxqsw · row JGRB5uOxqsw

LAION-DISCO-12M

Yes Indeedy

Listed as Frank Sinatra, The MGM Studio Orchestra – Yes Indeedy (It's Fate, Baby It's Fate) · Watch on YouTube

youtube_video MsOq9hEpRm0 · row MsOq9hEpRm0

LAION-DISCO-12M

How Insensitive (Insensatez)

Listed as Antonio Carlos Jobim, Frank Sinatra – How Insensitive (Insensatez) (Francis Albert Sinatra & Antonio Carlos Jobim (50th Anniversary Edition)) · Watch on YouTube

youtube_video NGNI3cQKeS8 · row NGNI3cQKeS8

LAION-DISCO-12M

Lover

Listed as Dean Martin, Sammy Davis Jr., Frank Sinatra – Lover (Some Enchanted Evening) · Watch on YouTube

youtube_video NRRKVFi6lqw · row NRRKVFi6lqw

LAION-DISCO-12M

I Left My Heart In San Francisco (Live)

Listed as Frank Sinatra, Dean Martin, Sammy Davis – I Left My Heart In San Francisco (Live) (The Rat Pack (Live)) · Watch on YouTube

youtube_video Nihrf5TzoeU · row Nihrf5TzoeU

LAION-DISCO-12M

New York, New York

Listed as Frank Sinatra, Tony Bennett – New York, New York (Duets (20th Anniversary Deluxe Edition)) · Watch on YouTube

youtube_video NogjmRMj_co · row NogjmRMj_co

LAION-DISCO-12M

Bonita

Listed as Antonio Carlos Jobim, Frank Sinatra – Bonita (Sinatra/Jobim: The Complete Reprise Recordings) · Watch on YouTube

youtube_video Qk5Sz7Mj6cY · row Qk5Sz7Mj6cY

LAION-DISCO-12M

Finale: Strictly USA

Listed as Frank Sinatra, The MGM Studio Orchestra – Finale: Strictly USA (It's Fate, Baby It's Fate) · Watch on YouTube

youtube_video R9ofiId-360 · row R9ofiId-360

LAION-DISCO-12M

I Concentrate On You

Listed as Antonio Carlos Jobim, Frank Sinatra – I Concentrate On You (Francis Albert Sinatra & Antonio Carlos Jobim (50th Anniversary Edition)) · Watch on YouTube

youtube_video RMI2U_9Y86k · row RMI2U_9Y86k

LAION-DISCO-12M

There's My Lover

Listed as Dean Martin, Sammy Davis Jr., Frank Sinatra – There's My Lover (Some Enchanted Evening) · Watch on YouTube

youtube_video Uq0eQ8HeR00 · row Uq0eQ8HeR00

LAION-DISCO-12M

The Lamplighter’s Serenade

Listed as Hoagy Carmichael, Frank Sinatra – The Lamplighter’s Serenade (The Essential Collection (Digitally Remastered)) · Watch on YouTube

youtube_video VotopJslNNs · row VotopJslNNs

LAION-DISCO-12M

Dindi

Listed as Antonio Carlos Jobim, Frank Sinatra – Dindi (Francis Albert Sinatra & Antonio Carlos Jobim (50th Anniversary Edition)) · Watch on YouTube

youtube_video XYLoIJoVEmQ · row XYLoIJoVEmQ

LAION-DISCO-12M

I Hear a Rhapsody

Listed as Dean Martin, Sammy Davis Jr., Frank Sinatra – I Hear a Rhapsody (Some Enchanted Evening) · Watch on YouTube

youtube_video Za_-hM3ABbY · row Za_-hM3ABbY

LAION-DISCO-12M

One Note Samba (Samba de Uma Nota So)

Listed as Antonio Carlos Jobim, Frank Sinatra – One Note Samba (Samba de Uma Nota So) (Sinatra & Company) · Watch on YouTube

youtube_video _8_iQn9YgKs · row _8_iQn9YgKs

LAION-DISCO-12M

Powder Your Face With Suneshine

Listed as Dean Martin, Sammy Davis Jr., Frank Sinatra – Powder Your Face With Suneshine (Some Enchanted Evening) · Watch on YouTube

youtube_video _b9iP3Gd1Js · row _b9iP3Gd1Js

LAION-DISCO-12M

Mack The Knife

Listed as Frank Sinatra, Jimmy Buffett – Mack The Knife (Duets (20th Anniversary Deluxe Edition)) · Watch on YouTube

youtube_video aafj_pq6ihs · row aafj_pq6ihs

LAION-DISCO-12M

Nevertheless

Listed as Dean Martin, Sammy Davis Jr., Frank Sinatra – Nevertheless (Some Enchanted Evening) · Watch on YouTube

youtube_video c1Nf5Q05fOo · row c1Nf5Q05fOo

LAION-DISCO-12M

Take Me out to the Ball Game

Listed as Frank Sinatra, The MGM Studio Orchestra – Take Me out to the Ball Game (It's Fate, Baby It's Fate) · Watch on YouTube

youtube_video eY27ro-rVS0 · row eY27ro-rVS0

LAION-DISCO-12M

Begin the Beguine

Listed as Dean Martin, Sammy Davis Jr., Frank Sinatra – Begin the Beguine (Some Enchanted Evening) · Watch on YouTube

youtube_video fEI048ByPKE · row fEI048ByPKE

LAION-DISCO-12M

It's Fate, Baby It's Fate

Listed as Frank Sinatra, The MGM Studio Orchestra – It's Fate, Baby It's Fate (It's Fate, Baby It's Fate) · Watch on YouTube

youtube_video fvl9j62BCaU · row fvl9j62BCaU

LAION-DISCO-12M

Bye Bye Baby

Listed as Dean Martin, Sammy Davis Jr., Frank Sinatra – Bye Bye Baby (Some Enchanted Evening) · Watch on YouTube

youtube_video ggHMS42cHcw · row ggHMS42cHcw

LAION-DISCO-12M

Some Enchanted Evening

Listed as Dean Martin, Sammy Davis Jr., Frank Sinatra – Some Enchanted Evening (Some Enchanted Evening) · Watch on YouTube

youtube_video go0jCKfU9kU · row go0jCKfU9kU

LAION-DISCO-12M

Who Wants to Be a Millionaire

Listed as Frank Sinatra, The MGM Studio Orchestra – Who Wants to Be a Millionaire (Come Dance With Me (Original Album Plus Bonus Tracks)) · Watch on YouTube

youtube_video i_3cFI_CU50 · row i_3cFI_CU50

LAION-DISCO-12M

Once in Love With Amy

Listed as Dean Martin, Sammy Davis Jr., Frank Sinatra – Once in Love With Amy (Some Enchanted Evening) · Watch on YouTube

youtube_video lSGrQ1uviyo · row lSGrQ1uviyo

LAION-DISCO-12M

Guys And Dolls: The Oldest Established Floating Crap Game In New York

Listed as Frank Sinatra, Johnny Silver, Stubby Kaye, Cast – Guys And Dolls: The Oldest Established Floating Crap Game In New York (Hollywood Musical Collection Vol.1) · Watch on YouTube

youtube_video nl8ATSzPVyU · row nl8ATSzPVyU

LAION-DISCO-12M

My Way

Listed as Sammy Davis Jr., Frank Sinatra – My Way (All Duets) · Watch on YouTube

youtube_video plvW8BNKroI · row plvW8BNKroI

LAION-DISCO-12M

The Lonesome Road (Live)

Listed as Frank Sinatra, Dean Martin, Sammy Davis – The Lonesome Road (Live) (The Rat Pack (Live)) · Watch on YouTube

youtube_video ptwu3DR_sGg · row ptwu3DR_sGg

LAION-DISCO-12M

I've Got The World On A String

Listed as Frank Sinatra, Liza Minnelli – I've Got The World On A String (Duets (20th Anniversary Deluxe Edition)) · Watch on YouTube

youtube_video rdPKGIl31pc · row rdPKGIl31pc

LAION-DISCO-12M

New York, New York

Listed as Sammy Davis Jr., Frank Sinatra – New York, New York (All Duets) · Watch on YouTube

youtube_video sjNqxw_JDOI · row sjNqxw_JDOI

LAION-DISCO-12M

Top Hat: Cheek to cheek

Listed as Irving Berlin, Frank Sinatra – Top Hat: Cheek to cheek (Simply ... Blue Eyes! (The 2020 Remasters)) · Watch on YouTube

youtube_video t1oaBa9F6hA · row t1oaBa9F6hA

LAION-DISCO-12M

Drinking Water (Aqua de Beber)

Listed as Antonio Carlos Jobim, Frank Sinatra – Drinking Water (Aqua de Beber) (Sinatra & Company) · Watch on YouTube

youtube_video thS3uO9pnPA · row thS3uO9pnPA

LAION-DISCO-12M

O'brien to Ryan to Goldberg

Listed as Frank Sinatra, The MGM Studio Orchestra – O'brien to Ryan to Goldberg (It's Fate, Baby It's Fate) · Watch on YouTube

youtube_video urnVU533Rx0 · row urnVU533Rx0

LAION-DISCO-12M

If You Knew Susie Like I Know Susie

Listed as Frank Sinatra, The MGM Studio Orchestra – If You Knew Susie Like I Know Susie (I Gotta Feeling, Vol. 2) · Watch on YouTube

youtube_video vUoSm_Ea6_k · row vUoSm_Ea6_k

LAION-DISCO-12M

I'm Gonna Sit Right Down (And Write Myself A Letter) (Live)

Listed as Frank Sinatra, Dean Martin, Sammy Davis – I'm Gonna Sit Right Down (And Write Myself A Letter) (Live) (The Rat Pack (Live)) · Watch on YouTube

youtube_video zgNwp4ZXtok · row zgNwp4ZXtok

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.