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 Sky Fell Down, Love Lies (1994 Remastered), I'm a Fool to Want You

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 Sky Fell Down

Listed as Frank Sinatra, The Tommy Dorsey Orchestra – The Sky Fell Down (The Song Is You) · Watch on YouTube

youtube_video 3-5kUa5awzQ · row 3-5kUa5awzQ

LAION-DISCO-12M

Love Lies (1994 Remastered)

Listed as Frank Sinatra, Tommy Dorsey – Love Lies (1994 Remastered) (The Song Is You) · Watch on YouTube

youtube_video 7QBjDAHe4i4 · row 7QBjDAHe4i4

LAION-DISCO-12M

I'm a Fool to Want You

Listed as Frank Sinatra, Gordon Jenkins and His Orchestra – I'm a Fool to Want You (Where Are You? (Original Album Plus Bonus Tracks)) · Watch on YouTube

youtube_video 8bRGzIoFJoQ · row 8bRGzIoFJoQ

LAION-DISCO-12M

Jingle Bells

Listed as Christmas Hits, Christmas Music, Frank Sinatra with Orchestra – Jingle Bells (Here Comes Santa Claus (Best of Christmas Hits)) · Watch on YouTube

youtube_video 91L7ip87nlU · row 91L7ip87nlU

LAION-DISCO-12M

One for My Baby (and One More for the Road)

Listed as Doris Day, Frank Sinatra – One for My Baby (and One More for the Road) (Young At Heart (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video AJ_MUvKbqhU · row AJ_MUvKbqhU

LAION-DISCO-12M

Anything (1994 Remastered)

Listed as Frank Sinatra, Tommy Dorsey – Anything (1994 Remastered) (The Song Is You) · Watch on YouTube

youtube_video ARzcPQZB9ug · row ARzcPQZB9ug

LAION-DISCO-12M

I Cover the Waterfront

Listed as Frank Sinatra, Gordon Jenkins and His Orchestra – I Cover the Waterfront (Where Are You? (Original Album Plus Bonus Tracks)) · Watch on YouTube

youtube_video CJEYF8BJj8s · row CJEYF8BJj8s

LAION-DISCO-12M

Just Friends

Listed as Frank Sinatra, Gordon Jenkins & His Orchestra – Just Friends (No One Cares (Original Album With Bonus Tracks)) · Watch on YouTube

youtube_video EG2Y6ZX4_80 · row EG2Y6ZX4_80

LAION-DISCO-12M

The Night We Called It a Day

Listed as Frank Sinatra, Gordon Jenkins and His Orchestra – The Night We Called It a Day (Where Are You? (Original Album Plus Bonus Tracks)) · Watch on YouTube

youtube_video EZYekj2nJfM · row EZYekj2nJfM

LAION-DISCO-12M

You My Love

Listed as Doris Day, Frank Sinatra – You My Love (Young At Heart (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video EdTJN5hj5i8 · row EdTJN5hj5i8

LAION-DISCO-12M

Stormy Weather

Listed as Frank Sinatra, Gordon Jenkins & His Orchestra – Stormy Weather (No One Cares (Original Album With Bonus Tracks)) · Watch on YouTube

youtube_video F8meHHJknlc · row F8meHHJknlc

LAION-DISCO-12M

I Don't Stand a Ghost of a Chance With You

Listed as Frank Sinatra, Gordon Jenkins & His Orchestra – I Don't Stand a Ghost of a Chance With You (No One Cares (Original Album With Bonus Tracks)) · Watch on YouTube

youtube_video Grd7d2Hmk7w · row Grd7d2Hmk7w

LAION-DISCO-12M

None But the Lonely Heart

Listed as Frank Sinatra, Gordon Jenkins & His Orchestra – None But the Lonely Heart (No One Cares (Original Album With Bonus Tracks)) · Watch on YouTube

youtube_video GxZb3TLaAmU · row GxZb3TLaAmU

LAION-DISCO-12M

Baby, Won't You Please Come Home

Listed as Frank Sinatra, Gordon Jenkins and His Orchestra – Baby, Won't You Please Come Home (Where Are You? (Original Album Plus Bonus Tracks)) · Watch on YouTube

youtube_video HgAz5rwwFsk · row HgAz5rwwFsk

LAION-DISCO-12M

I Can't Get Started

Listed as Frank Sinatra, Gordon Jenkins & His Orchestra – I Can't Get Started (No One Cares (Original Album With Bonus Tracks)) · Watch on YouTube

youtube_video IlGVw1ywFDg · row IlGVw1ywFDg

LAION-DISCO-12M

Frank Sinatra introduces Slim Gaillard / Cement Mixer (Put-ti Put-ti)

Listed as Frank Sinatra, Slim Gaillard – Frank Sinatra introduces Slim Gaillard / Cement Mixer (Put-ti Put-ti) (Selections From A Voice On Air (1935-1955)) · Watch on YouTube

youtube_video JDiGshNgqxY · row JDiGshNgqxY

LAION-DISCO-12M

Where Do You Go?

Listed as Frank Sinatra, Gordon Jenkins & His Orchestra – Where Do You Go? (No One Cares (Original Album With Bonus Tracks)) · Watch on YouTube

youtube_video JPk5cxAi_tk · row JPk5cxAi_tk

LAION-DISCO-12M

A Sinner Kissed an Angel

Listed as Frank Sinatra, The Tommy Dorsey Orchestra – A Sinner Kissed an Angel (The Song Is You) · Watch on YouTube

youtube_video JvCez4ZfZvQ · row JvCez4ZfZvQ

LAION-DISCO-12M

I Tried (1994 Remastered)

Listed as Frank Sinatra, Tommy Dorsey – I Tried (1994 Remastered) (The Song Is You) · Watch on YouTube

youtube_video Lyhr2xf9L5I · row Lyhr2xf9L5I

LAION-DISCO-12M

Castle Rock

Listed as Frank Sinatra, Harry James Orchestra – Castle Rock (Encyclopedia of Jazz, Vol. 4 (The History of Jazz: 1947-1951)) · Watch on YouTube

youtube_video OxQ6IS8lI6E · row OxQ6IS8lI6E

LAION-DISCO-12M

Melancholy Mood

Listed as Frank Sinatra, Harry James – Melancholy Mood (Sweet Georgia Brown Vol 2) · Watch on YouTube

youtube_video PMHgnLrYM9I · row PMHgnLrYM9I

LAION-DISCO-12M

Saturday Night (Is the Lonliest Night)

Listed as Harry James, Frank Sinatra – Saturday Night (Is the Lonliest Night) (The Definitive Collection of War Anthems) · Watch on YouTube

youtube_video Sg1vKF_0roI · row Sg1vKF_0roI

LAION-DISCO-12M

Lonely Town

Listed as Frank Sinatra, Gordon Jenkins and His Orchestra – Lonely Town (Where Are You? (Original Album Plus Bonus Tracks)) · Watch on YouTube

youtube_video WREfcTDChXg · row WREfcTDChXg

LAION-DISCO-12M

True Blue Lou

Listed as Dick Haymes, Tommy Dorsey Orchestra, Frank Sinatra – True Blue Lou (Vintage Jazz, Vol. 8) · Watch on YouTube

youtube_video WmiaukOiX8g · row WmiaukOiX8g

LAION-DISCO-12M

The Call Of The Canyon (From the Paramount Picture "Rhythm On The Range") (1994 Remastered)

Listed as Frank Sinatra, Tommy Dorsey – The Call Of The Canyon (From the Paramount Picture "Rhythm On The Range") (1994 Remastered) (The Song Is You) · Watch on YouTube

youtube_video XSR5U5R7Ci4 · row XSR5U5R7Ci4

LAION-DISCO-12M

Here's That Rainy Day

Listed as Frank Sinatra, Gordon Jenkins & His Orchestra – Here's That Rainy Day (No One Cares (Original Album With Bonus Tracks)) · Watch on YouTube

youtube_video bjG_gxyNoZY · row bjG_gxyNoZY

LAION-DISCO-12M

Too Romantic (From "The Road to Singapore")

Listed as Frank Sinatra, The Tommy Dorsey Orchestra – Too Romantic (From "The Road to Singapore") (The Song Is You) · Watch on YouTube

youtube_video ck1sw24INDk · row ck1sw24INDk

LAION-DISCO-12M

Without a Song

Listed as Frank Sinatra, The Tommy Dorsey Orchestra – Without a Song (The Song Is You) · Watch on YouTube

youtube_video cxTn1WkDq1A · row cxTn1WkDq1A

LAION-DISCO-12M

Whispering

Listed as Frank Sinatra, The Tommy Dorsey Orchestra – Whispering (The Song Is You) · Watch on YouTube

youtube_video dXsK59MZHfo · row dXsK59MZHfo

LAION-DISCO-12M

Laura

Listed as Frank Sinatra, Gordon Jenkins and His Orchestra – Laura (Where Are You? (Original Album Plus Bonus Tracks)) · Watch on YouTube

youtube_video de-1U5F7N70 · row de-1U5F7N70

LAION-DISCO-12M

Why Try to Change Me Now?

Listed as Frank Sinatra, Gordon Jenkins & His Orchestra – Why Try to Change Me Now? (No One Cares (Original Album With Bonus Tracks)) · Watch on YouTube

youtube_video eJxrrCEGmSU · row eJxrrCEGmSU

LAION-DISCO-12M

Day in - Day out

Listed as Johnny Mercer, Frank Sinatra – Day in - Day out (Simply ... Blue Eyes! (The 2020 Remasters)) · Watch on YouTube

youtube_video flFmMIhvc8c · row flFmMIhvc8c

LAION-DISCO-12M

Where Are You?

Listed as Frank Sinatra, Gordon Jenkins and His Orchestra – Where Are You? (Where Are You? (Original Album Plus Bonus Tracks)) · Watch on YouTube

youtube_video g1KSjmCYiUI · row g1KSjmCYiUI

LAION-DISCO-12M

Someone to Watch Over Me

Listed as Doris Day, Frank Sinatra – Someone to Watch Over Me (Young At Heart (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video gABJbfhKEuw · row gABJbfhKEuw

LAION-DISCO-12M

Maybe You'll Be There

Listed as Frank Sinatra, Gordon Jenkins and His Orchestra – Maybe You'll Be There (Where Are You? (Original Album Plus Bonus Tracks)) · Watch on YouTube

youtube_video hwL6yyLxpEg · row hwL6yyLxpEg

LAION-DISCO-12M

How Do You Keep The Music Playing?/My Funny Valentine

Listed as Frank Sinatra, Lorrie Morgan – How Do You Keep The Music Playing?/My Funny Valentine (Highlights From Duets) · Watch on YouTube

youtube_video j6LmX4MRovc · row j6LmX4MRovc

LAION-DISCO-12M

This Is the Beginning of the End (From "Johnny Apollo")

Listed as Frank Sinatra, The Tommy Dorsey Orchestra – This Is the Beginning of the End (From "Johnny Apollo") (The Song Is You) · Watch on YouTube

youtube_video kCiF3SKGwf8 · row kCiF3SKGwf8

LAION-DISCO-12M

Young At Heart (Finale)

Listed as Doris Day, Frank Sinatra – Young At Heart (Finale) (Young At Heart (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video l-hqaASvyg0 · row l-hqaASvyg0

LAION-DISCO-12M

A Cottage for Sale

Listed as Frank Sinatra, Gordon Jenkins & His Orchestra – A Cottage for Sale (No One Cares (Original Album With Bonus Tracks)) · Watch on YouTube

youtube_video lBjtaHyPHAo · row lBjtaHyPHAo

LAION-DISCO-12M

Shake Down The Stars (1994 Remastered)

Listed as Frank Sinatra, Tommy Dorsey – Shake Down The Stars (1994 Remastered) (The Song Is You) · Watch on YouTube

youtube_video m-FsBMSfNrg · row m-FsBMSfNrg

LAION-DISCO-12M

Autumn Leaves

Listed as Frank Sinatra, Gordon Jenkins and His Orchestra – Autumn Leaves (Where Are You? (Original Album Plus Bonus Tracks)) · Watch on YouTube

youtube_video n06HCOZ74F0 · row n06HCOZ74F0

LAION-DISCO-12M

Mrs. Robinson

Listed as Frank Sinatra, Don Costa – Mrs. Robinson (My Way (Expanded Edition)) · Watch on YouTube

youtube_video oHLNSxIAZiA · row oHLNSxIAZiA

LAION-DISCO-12M

Something#s gotta give

Listed as Johnny Mercer, Frank Sinatra – Something#s gotta give (Simply ... Blue Eyes! (The 2020 Remasters)) · Watch on YouTube

youtube_video q2TUbZsFQK4 · row q2TUbZsFQK4

LAION-DISCO-12M

I Think of You

Listed as Frank Sinatra, Gordon Jenkins and His Orchestra – I Think of You (Where Are You? (Original Album Plus Bonus Tracks)) · Watch on YouTube

youtube_video qSMd-d6yFSo · row qSMd-d6yFSo

LAION-DISCO-12M

Violets for Your Furs

Listed as Frank Sinatra, The Tommy Dorsey Orchestra – Violets for Your Furs (The Song Is You) · Watch on YouTube

youtube_video s8J0Q4AHt0o · row s8J0Q4AHt0o

LAION-DISCO-12M

Where Is the One?

Listed as Frank Sinatra, Gordon Jenkins and His Orchestra – Where Is the One? (Where Are You? (Original Album Plus Bonus Tracks)) · Watch on YouTube

youtube_video ua3UYiGeRgM · row ua3UYiGeRgM

LAION-DISCO-12M

Have Yourself a Merry Little Christmas

Listed as Christmas Hits, Christmas Music, Frank Sinatra with Orchestra – Have Yourself a Merry Little Christmas (Here Comes Santa Claus (Best of Christmas Hits)) · Watch on YouTube

youtube_video ui2_PRUzQeM · row ui2_PRUzQeM

LAION-DISCO-12M

There's No You

Listed as Frank Sinatra, Gordon Jenkins and His Orchestra – There's No You (Where Are You? (Original Album Plus Bonus Tracks)) · Watch on YouTube

youtube_video wuMspib-AoE · row wuMspib-AoE

LAION-DISCO-12M

Devil May Care

Listed as Frank Sinatra, The Tommy Dorsey Orchestra – Devil May Care (The Song Is You) · Watch on YouTube

youtube_video xgkOMGZmSYg · row xgkOMGZmSYg

LAION-DISCO-12M

Head on My Pillow (1994 Remastered)

Listed as Tommy Dorsey, Frank Sinatra – Head on My Pillow (1994 Remastered) (The Song Is You) · Watch on YouTube

youtube_video zaOst1-6XLo · row zaOst1-6XLo

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.