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 You And Me (We Wanted It All), Night And day, Mistletoe And Holly (Remastered 1999)

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.

You And Me (We Wanted It All)

Listed as Frank Sinatra – You And Me (We Wanted It All) (Trilogy: Past, Present & Future) · Watch on YouTube

youtube_video -Hm8V1eSnnw · row -Hm8V1eSnnw

LAION-DISCO-12M

Night And day

Listed as Frank Sinatra – Night And day (A Swingin Affair) · Watch on YouTube

youtube_video 0h-TPj8pLVE · row 0h-TPj8pLVE

LAION-DISCO-12M

Mistletoe And Holly (Remastered 1999)

Listed as Frank Sinatra – Mistletoe And Holly (Remastered 1999) (A Jolly Christmas From Frank Sinatra) · Watch on YouTube

youtube_video 3_mL5nfovYI · row 3_mL5nfovYI

LAION-DISCO-12M

As Time Goes By

Listed as Frank Sinatra – As Time Goes By (Point of No Return) · Watch on YouTube

youtube_video 7IvO_r9y9fw · row 7IvO_r9y9fw

LAION-DISCO-12M

One For My Baby (1958 Mono Mix)

Listed as Frank Sinatra – One For My Baby (1958 Mono Mix) (Sings For Only The Lonely (1958 Mono Mix / Expanded Edition)) · Watch on YouTube

youtube_video 7caHIWgInM0 · row 7caHIWgInM0

LAION-DISCO-12M

The Lady Is a Tramp

Listed as Frank Sinatra – The Lady Is a Tramp (A Swing Affair!) · Watch on YouTube

youtube_video 8BidFGosnH4 · row 8BidFGosnH4

LAION-DISCO-12M

Nothing But The Best (2008 Remastered)

Listed as Frank Sinatra – Nothing But The Best (2008 Remastered) (Nothing But The Best (2008 Remastered)) · Watch on YouTube

youtube_video 8GrYyuO0TOE · row 8GrYyuO0TOE

LAION-DISCO-12M

Call Me Irresponsible

Listed as Frank Sinatra – Call Me Irresponsible (A Man And His Music) · Watch on YouTube

youtube_video 9WZoFuiLXWk · row 9WZoFuiLXWk

LAION-DISCO-12M

Have Yourself A Merry Little Christmas

Listed as Frank Sinatra – Have Yourself A Merry Little Christmas (Learning The Blues / 1939 �� 1961) · Watch on YouTube

youtube_video 9z639SS_ckE · row 9z639SS_ckE

LAION-DISCO-12M

Swinging On A Star

Listed as Frank Sinatra – Swinging On A Star (Days Of Wine And Roses, Moon River And Other Academy Award Winners) · Watch on YouTube

youtube_video AnCqZXhGTm0 · row AnCqZXhGTm0

LAION-DISCO-12M

Polka Dots and Moonbeams

Listed as Frank Sinatra – Polka Dots and Moonbeams (Imagination) · Watch on YouTube

youtube_video AxK4WBqnVO0 · row AxK4WBqnVO0

LAION-DISCO-12M

If You Go Away

Listed as Frank Sinatra – If You Go Away (My Way (Remastered 2024)) · Watch on YouTube

youtube_video BY03tNAw6IU · row BY03tNAw6IU

LAION-DISCO-12M

Drinking Again

Listed as Frank Sinatra – Drinking Again (The World We Knew) · Watch on YouTube

youtube_video DN5tT7PzQyQ · row DN5tT7PzQyQ

LAION-DISCO-12M

Tears On My Pillow

Listed as Frank Sinatra – Tears On My Pillow (Frank Sinatra - Vol. 10) · Watch on YouTube

youtube_video E2w_QsXITwg · row E2w_QsXITwg

LAION-DISCO-12M

Have Yourself A Merry Little Christmas

Listed as Frank Sinatra – Have Yourself A Merry Little Christmas (A Capitol Christmas) · Watch on YouTube

youtube_video H0PlzYqYVL8 · row H0PlzYqYVL8

LAION-DISCO-12M

All or Nothing at All

Listed as Frank Sinatra – All or Nothing at All (Strangers In The Night (Expanded Edition)) · Watch on YouTube

youtube_video IAN_jLnD_Q8 · row IAN_jLnD_Q8

LAION-DISCO-12M

The Christmas Waltz (Remastered 1999)

Listed as Frank Sinatra – The Christmas Waltz (Remastered 1999) (A Jolly Christmas From Frank Sinatra) · Watch on YouTube

youtube_video OfmcEok4mkE · row OfmcEok4mkE

LAION-DISCO-12M

The Lady Is a Tramp (Alternate Version)

Listed as Frank Sinatra – The Lady Is a Tramp (Alternate Version) (Pal Joey (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video R2iFGk2uxj8 · row R2iFGk2uxj8

LAION-DISCO-12M

Days Of Wine And Roses

Listed as Frank Sinatra – Days Of Wine And Roses (Days Of Wine And Roses, Moon River And Other Academy Award Winners) · Watch on YouTube

youtube_video RmHkaCAt9vM · row RmHkaCAt9vM

LAION-DISCO-12M

Nice 'n' Easy

Listed as Frank Sinatra – Nice 'n' Easy (The Very Best Of Easy Listening) · Watch on YouTube

youtube_video W0N2YAHCaR8 · row W0N2YAHCaR8

LAION-DISCO-12M

People Will Say We're In Love

Listed as Frank Sinatra – People Will Say We're In Love (Musical Highlights) · Watch on YouTube

youtube_video X9mbXT7MYLg · row X9mbXT7MYLg

LAION-DISCO-12M

Sinatra/Jobim Medley

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

youtube_video ZHAEcQ_A2co · row ZHAEcQ_A2co

LAION-DISCO-12M

I've Got the World On a String (Bonus Track)

Listed as Frank Sinatra – I've Got the World On a String (Bonus Track) (Songs for Swingin' Lovers! (Bonus Tracks)) · Watch on YouTube

youtube_video ZhVQ8A7PQXk · row ZhVQ8A7PQXk

LAION-DISCO-12M

Rain In My Heart

Listed as Frank Sinatra – Rain In My Heart (Cycles) · Watch on YouTube

youtube_video b_vPrhPl5uY · row b_vPrhPl5uY

LAION-DISCO-12M

I Love You Because

Listed as Elvis Presley, Frank Sinatra – I Love You Because (Together) · Watch on YouTube

youtube_video chjfFZtLSY8 · row chjfFZtLSY8

LAION-DISCO-12M

Now You Has Jazz

Listed as Frank Sinatra, Grace Kelly, Bing Crosby, Louis Armstrong – Now You Has Jazz (High Society The Original Film Soundtrack) · Watch on YouTube

youtube_video csg97XHeyTI · row csg97XHeyTI

LAION-DISCO-12M

Blue Moon

Listed as Elvis Presley, Frank Sinatra – Blue Moon (Together) · Watch on YouTube

youtube_video f0KtdImmOU4 · row f0KtdImmOU4

LAION-DISCO-12M

On The Sunny Side Of The Street

Listed as Frank Sinatra – On The Sunny Side Of The Street (Come Swing With Me!) · Watch on YouTube

youtube_video fN9H0ViglH8 · row fN9H0ViglH8

LAION-DISCO-12M

Send In The Clowns (From ‘A Little Night Music’)

Listed as Frank Sinatra – Send In The Clowns (From ‘A Little Night Music’) (Ol' Blue Eyes Is Back) · Watch on YouTube

youtube_video fOUrnUktTjU · row fOUrnUktTjU

LAION-DISCO-12M

Love and Marriage

Listed as Frank Sinatra, Nelson Riddle and His Orchestra – Love and Marriage (Songs for Swingin' Lovers (Original Album Plus Bonus Tracks)) · Watch on YouTube

youtube_video gxbYc4T-Zug · row gxbYc4T-Zug

LAION-DISCO-12M

Chattanooga Choo Choo

Listed as Frank Sinatra – Chattanooga Choo Choo (In the Mood, Glenn Miller Moonlight Serenade) · Watch on YouTube

youtube_video i-vUiuu6FWk · row i-vUiuu6FWk

LAION-DISCO-12M

In The Wee Small Hours Of The Morning (Remastered 1998)

Listed as Frank Sinatra – In The Wee Small Hours Of The Morning (Remastered 1998) (In The Wee Small Hours) · Watch on YouTube

youtube_video j7Jfs9MY0hg · row j7Jfs9MY0hg

LAION-DISCO-12M

Cheek to Cheek

Listed as Frank Sinatra – Cheek to Cheek (Come Dance With Me!) · Watch on YouTube

youtube_video kv_gd45r508 · row kv_gd45r508

LAION-DISCO-12M

My Kind Of Town (1965 Version)

Listed as Frank Sinatra – My Kind Of Town (1965 Version) (A Man And His Music) · Watch on YouTube

youtube_video mYXG9-yRxrQ · row mYXG9-yRxrQ

LAION-DISCO-12M

Swinging On A Star

Listed as Frank Sinatra – Swinging On A Star (The Best of Schmaltz) · Watch on YouTube

youtube_video nNJ1dOi41fM · row nNJ1dOi41fM

LAION-DISCO-12M

Bewitched (2008 Remastered)

Listed as Frank Sinatra – Bewitched (2008 Remastered) (Nothing But The Best (2008 Remastered)) · Watch on YouTube

youtube_video pAZJzxHJMOs · row pAZJzxHJMOs

LAION-DISCO-12M

Moonlight Cocktail

Listed as Frank Sinatra – Moonlight Cocktail (In the Mood, Glenn Miller Moonlight Serenade) · Watch on YouTube

youtube_video pLfV9cll8xQ · row pLfV9cll8xQ

LAION-DISCO-12M

My Way

Listed as Frank Sinatra, Luciano Pavarotti – My Way (My Way (50th Anniversary Edition)) · Watch on YouTube

youtube_video qkesWsIqP0Y · row qkesWsIqP0Y

LAION-DISCO-12M

Come Fly With Me

Listed as Frank Sinatra – Come Fly With Me (Come Fly With Me (Mono Version)) · Watch on YouTube

youtube_video rftTxmcLSfY · row rftTxmcLSfY

LAION-DISCO-12M

Chicago

Listed as Frank Sinatra, Nelson Riddle and His Orchestra – Chicago (Close to You (Original Album Plus Bonus)) · Watch on YouTube

youtube_video s55Uk1FHjko · row s55Uk1FHjko

LAION-DISCO-12M

I'll Be Home For Christmas (If Only In My Dreams) (Remastered 1999)

Listed as Frank Sinatra – I'll Be Home For Christmas (If Only In My Dreams) (Remastered 1999) (A Jolly Christmas From Frank Sinatra) · Watch on YouTube

youtube_video tItGjgFZpjk · row tItGjgFZpjk

LAION-DISCO-12M

I Won't Dance

Listed as Frank Sinatra – I Won't Dance (A Swingin Affair) · Watch on YouTube

youtube_video tUR12endps8 · row tUR12endps8

LAION-DISCO-12M

Young at Heart

Listed as Frank Sinatra – Young at Heart (Nice 'N' Easy) · Watch on YouTube

youtube_video ultEpuAhswE · row ultEpuAhswE

LAION-DISCO-12M

All My Tomorrows

Listed as Frank Sinatra – All My Tomorrows (All the Way) · Watch on YouTube

youtube_video vG3763nJtGw · row vG3763nJtGw

LAION-DISCO-12M

Silent Night (1999 Remaster)

Listed as Frank Sinatra – Silent Night (1999 Remaster) (A Jolly Christmas From Frank Sinatra) · Watch on YouTube

youtube_video wFR1HHmdcT0 · row wFR1HHmdcT0

LAION-DISCO-12M

It Came Upon A Midnight Clear

Listed as Frank Sinatra – It Came Upon A Midnight Clear (Christmas with Frank Sinatra) · Watch on YouTube

youtube_video x_Fk6bP-UfQ · row x_Fk6bP-UfQ

LAION-DISCO-12M

Autumn Leaves (1999 Remastered)

Listed as Frank Sinatra – Autumn Leaves (1999 Remastered) (Where Are You? (Remastered / Expanded Edition)) · Watch on YouTube

youtube_video yvmZpCIM88M · row yvmZpCIM88M

LAION-DISCO-12M

The Coffee Song

Listed as Frank Sinatra – The Coffee Song (Ring-A-Ding-Ding! (50th Anniversary Edition)) · Watch on YouTube

youtube_video zTbJBnkRkFo · row zTbJBnkRkFo

LAION-DISCO-12M

My Funny Valentine

Listed as Frank Sinatra – My Funny Valentine (Songs For Young Lovers) · Watch on YouTube

youtube_video zlpP7icU3rg · row zlpP7icU3rg

LAION-DISCO-12M

Moonlight Serenade

Listed as Frank Sinatra – Moonlight Serenade (Moonlight Sinatra) · Watch on YouTube

youtube_video zwmg9DK12L0 · row zwmg9DK12L0

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.