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 The One I Love Belongs to Somebody Else (feat. Frank Sinatra & Dean Martin), I Think of You, Fly Me To The Moon

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.

The One I Love Belongs to Somebody Else (feat. Frank Sinatra & Dean Martin)

Listed as Frank Sinatra, Dean Martin – The One I Love Belongs to Somebody Else (feat. Frank Sinatra & Dean Martin) (The Judy Garland Shows) · Watch on YouTube

youtube_video 0dmptP2af4s · row 0dmptP2af4s

LAION-DISCO-12M

I Think of You

Listed as Jimmy Dorsey, Frank Sinatra – I Think of You (The Song Is You) · Watch on YouTube

youtube_video 1CLqHKXgRLo · row 1CLqHKXgRLo

LAION-DISCO-12M

Fly Me To The Moon

Listed as Frank Sinatra – Fly Me To The Moon (I'm In The Mood For Love) · Watch on YouTube

youtube_video 1XpAYAmHDJ4 · row 1XpAYAmHDJ4

LAION-DISCO-12M

Luck Be A Lady

Listed as Frank Sinatra – Luck Be A Lady (My Kind Of Broadway) · Watch on YouTube

youtube_video 6vphjBW0uLc · row 6vphjBW0uLc

LAION-DISCO-12M

I'll Never Smile Again

Listed as Frank Sinatra – I'll Never Smile Again (Golden Memories) · Watch on YouTube

youtube_video 79WgSuc1HDw · row 79WgSuc1HDw

LAION-DISCO-12M

The Way You Look Tonight

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

youtube_video 82_JCboW69U · row 82_JCboW69U

LAION-DISCO-12M

You Make Me Feel So Young (Remastered 1998)

Listed as Frank Sinatra – You Make Me Feel So Young (Remastered 1998) (Songs For Swingin' Lovers!) · Watch on YouTube

youtube_video 8XuL5xSVL7s · row 8XuL5xSVL7s

LAION-DISCO-12M

Jingle Bells (Remastered 1999)

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

youtube_video 8aW5n_dV8VY · row 8aW5n_dV8VY

LAION-DISCO-12M

Come Fly With Me (Remastered 1998)

Listed as Frank Sinatra – Come Fly With Me (Remastered 1998) (Come Fly With Me (Expanded Edition)) · Watch on YouTube

youtube_video 9_gSFMQdGsc · row 9_gSFMQdGsc

LAION-DISCO-12M

Strangers In The Night

Listed as Frank Sinatra – Strangers In The Night (Strangers In The Night (Expanded Edition)) · Watch on YouTube

youtube_video BTOeRwIUnG0 · row BTOeRwIUnG0

LAION-DISCO-12M

It Had To Be You

Listed as Frank Sinatra – It Had To Be You (Trilogy: Past, Present & Future) · Watch on YouTube

youtube_video BXmEJL1mnuU · row BXmEJL1mnuU

LAION-DISCO-12M

Birth Of The Blues/Closing Time

Listed as Dean Martin, Frank Sinatra, Sammy Davis Jr. – Birth Of The Blues/Closing Time (A Night On The Town With The Rat Pack) · Watch on YouTube

youtube_video CKD-QSBxuKY · row CKD-QSBxuKY

LAION-DISCO-12M

Somewhere There's A Someone

Listed as Frank Sinatra, Dean Martin, Judy Garland – Somewhere There's A Someone (You Do Something To Me (Live)) · Watch on YouTube

youtube_video Cg8CP1gLhPs · row Cg8CP1gLhPs

LAION-DISCO-12M

You Might Have Belonged to Another

Listed as Jimmy Dorsey, Frank Sinatra – You Might Have Belonged to Another (The Song Is You) · Watch on YouTube

youtube_video IpuiDsnG3nU · row IpuiDsnG3nU

LAION-DISCO-12M

Love Me

Listed as Elvis Presley – Love Me (The Diamond Collection) · Watch on YouTube

youtube_video JhYGIb50F1U · row JhYGIb50F1U

LAION-DISCO-12M

Blues Moon

Listed as Frank Sinatra – Blues Moon (Sinatra's Swingin' Session) · Watch on YouTube

youtube_video K1YwE5pD6PU · row K1YwE5pD6PU

LAION-DISCO-12M

Somethin' Stupid

Listed as Frank Sinatra, Nancy Sinatra – Somethin' Stupid (The World We Knew) · Watch on YouTube

youtube_video LWXUdqvVO8Y · row LWXUdqvVO8Y

LAION-DISCO-12M

Witchcraft

Listed as Frank Sinatra, Nelson Riddle and His Orchestra – Witchcraft (A Swingin' Affair (Original Album)) · Watch on YouTube

youtube_video OvOsiFiRZWY · row OvOsiFiRZWY

LAION-DISCO-12M

I've Got You Under My Skin

Listed as Frank Sinatra – I've Got You Under My Skin (Easy Listening Party) · Watch on YouTube

youtube_video RStreBL9dRc · row RStreBL9dRc

LAION-DISCO-12M

I Get a Kick Out of You

Listed as Frank Sinatra – I Get a Kick Out of You (The 50's - From Crooners to Rock 'n' Roll, Vol. 3) · Watch on YouTube

youtube_video SyvTIPZbrFM · row SyvTIPZbrFM

LAION-DISCO-12M

Once in a While

Listed as Jimmy Dorsey, Frank Sinatra – Once in a While (The Song Is You) · Watch on YouTube

youtube_video UTLUT36acFs · row UTLUT36acFs

LAION-DISCO-12M

My Way Of Life

Listed as Frank Sinatra – My Way Of Life (Cycles) · Watch on YouTube

youtube_video X3r7GD0R56s · row X3r7GD0R56s

LAION-DISCO-12M

That's Life

Listed as Frank Sinatra – That's Life (That's Life) · Watch on YouTube

youtube_video XvfImv9NseY · row XvfImv9NseY

LAION-DISCO-12M

My Way

Listed as Frank Sinatra – My Way (Funeral Songs) · Watch on YouTube

youtube_video Y7LDwVqrKbE · row Y7LDwVqrKbE

LAION-DISCO-12M

My Way (2008 Remastered)

Listed as Frank Sinatra – My Way (2008 Remastered) (Hit - List Vol 7) · Watch on YouTube

youtube_video Zgcxf3gWhaE · row Zgcxf3gWhaE

LAION-DISCO-12M

You Make Me Feel So Young

Listed as Frank Sinatra – You Make Me Feel So Young (I Just Love My Dad) · Watch on YouTube

youtube_video bv6vqEFh05Q · row bv6vqEFh05Q

LAION-DISCO-12M

Come Fly With Me

Listed as Frank Sinatra, Dean Martin, Sammy Davis Jr. – Come Fly With Me (Someone to Watch Over Me) · Watch on YouTube

youtube_video cEBKMtUFYa0 · row cEBKMtUFYa0

LAION-DISCO-12M

It Was A Very Good Year

Listed as Robbie Williams, Frank Sinatra – It Was A Very Good Year (Swing When You're Winning) · Watch on YouTube

youtube_video dV83ph7K9po · row dV83ph7K9po

LAION-DISCO-12M

Moon River

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

youtube_video dhKREP12E1k · row dhKREP12E1k

LAION-DISCO-12M

The World We Knew (Over And Over)

Listed as Frank Sinatra – The World We Knew (Over And Over) (The World We Knew) · Watch on YouTube

youtube_video dthgRdTf0Ds · row dthgRdTf0Ds

LAION-DISCO-12M

Let Me Try Again (Laisse Moi le Temps)

Listed as Frank Sinatra – Let Me Try Again (Laisse Moi le Temps) (Ol' Blue Eyes Is Back) · Watch on YouTube

youtube_video g1jcF7bgqzs · row g1jcF7bgqzs

LAION-DISCO-12M

Theme From New York, New York

Listed as Frank Sinatra – Theme From New York, New York (Trilogy: Past, Present & Future) · Watch on YouTube

youtube_video gFwuHsra6Oc · row gFwuHsra6Oc

LAION-DISCO-12M

When You're Smiling

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

youtube_video jjYuDjB2eao · row jjYuDjB2eao

LAION-DISCO-12M

You Do Something To Me (Alternate Version 3)

Listed as Frank Sinatra, Dean Martin, Judy Garland – You Do Something To Me (Alternate Version 3) (You Do Something To Me (Live)) · Watch on YouTube

youtube_video lKry28Dyn7E · row lKry28Dyn7E

LAION-DISCO-12M

The Girl From Ipanema (2008 Remastered)

Listed as Frank Sinatra, Antonio Carlos Jobim – The Girl From Ipanema (2008 Remastered) (Nothing But The Best (2008 Remastered)) · Watch on YouTube

youtube_video mD6pbCSeWLs · row mD6pbCSeWLs

LAION-DISCO-12M

Just As Though You Were Here, Pt. 1

Listed as Jimmy Dorsey, Frank Sinatra – Just As Though You Were Here, Pt. 1 (The Song Is You) · Watch on YouTube

youtube_video mre8mULPUNA · row mre8mULPUNA

LAION-DISCO-12M

Summer Wind

Listed as Frank Sinatra – Summer Wind (Strangers In The Night (Expanded Edition)) · Watch on YouTube

youtube_video nqISqqbMhls · row nqISqqbMhls

LAION-DISCO-12M

When You Awake

Listed as Jimmy Dorsey, Frank Sinatra – When You Awake (The Song Is You) · Watch on YouTube

youtube_video oY7ntv1HW6A · row oY7ntv1HW6A

LAION-DISCO-12M

Have Yourself A Merry Little Christmas (Remastered 1999)

Listed as Frank Sinatra – Have Yourself A Merry Little Christmas (Remastered 1999) (A Jolly Christmas From Frank Sinatra) · Watch on YouTube

youtube_video pvA7-EjaSPI · row pvA7-EjaSPI

LAION-DISCO-12M

Let It Snow Let It Snow Let It Snow

Listed as Franck Sinatra – Let It Snow Let It Snow Let It Snow (It's Christmas !) · Watch on YouTube

youtube_video qPpRIhd8aJg · row qPpRIhd8aJg

LAION-DISCO-12M

My Way (2008 Remastered)

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

youtube_video qQzdAsjWGPg · row qQzdAsjWGPg

LAION-DISCO-12M

Moments in the Moonlight

Listed as Jimmy Dorsey, Frank Sinatra – Moments in the Moonlight (The Song Is You) · Watch on YouTube

youtube_video r8Oo1cjnYsc · row r8Oo1cjnYsc

LAION-DISCO-12M

Moonlight Serenade

Listed as Frank Sinatra – Moonlight Serenade (In the Mood, Moonlight Serenade & More) · Watch on YouTube

youtube_video smlWnwgSUDs · row smlWnwgSUDs

LAION-DISCO-12M

Fly Me To The Moon (feat. Sammy Davis Jr.)

Listed as Dean Martin, Frank Sinatra – Fly Me To The Moon (feat. Sammy Davis Jr.) (Everybody Loves Somebody - The Complete Rat Pack) · Watch on YouTube

youtube_video vrHnBQhZQsM · row vrHnBQhZQsM

LAION-DISCO-12M

I'm A Fool To Want You (Remastered 1999)

Listed as Frank Sinatra – I'm A Fool To Want You (Remastered 1999) (Where Are You? (Remastered / Expanded Edition)) · Watch on YouTube

youtube_video wV9OcYhk4CU · row wV9OcYhk4CU

LAION-DISCO-12M

Mona Lisa (From the Original Motion Picture "Capt. Carey U.S.A.")

Listed as Frank Sinatra – Mona Lisa (From the Original Motion Picture "Capt. Carey U.S.A.") (Singing in the Movies, Vol. 1) · Watch on YouTube

youtube_video xL8XDQhqJqw · row xL8XDQhqJqw

LAION-DISCO-12M

All or Nothing At All

Listed as Frank Sinatra – All or Nothing At All (#1 Nostalgia Classics: The Collection) · Watch on YouTube

youtube_video xMNHQf9m3dM · row xMNHQf9m3dM

LAION-DISCO-12M

My Prayer

Listed as Frank Sinatra, Dean Martin – My Prayer (Hollywood Christmas Favourites) · Watch on YouTube

youtube_video xOHAFJBmLXo · row xOHAFJBmLXo

LAION-DISCO-12M

Come Fly With Me

Listed as Frank Sinatra – Come Fly With Me (A Man And His Music) · Watch on YouTube

youtube_video xmpYgLs5XWk · row xmpYgLs5XWk

LAION-DISCO-12M

I've Got You Under My Skin (Remastered 1998)

Listed as Frank Sinatra – I've Got You Under My Skin (Remastered 1998) (Songs For Swingin' Lovers!) · Watch on YouTube

youtube_video xz5W5bKLj_4 · row xz5W5bKLj_4

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.