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 Come Fly With Me, You Make Me Feel So Young, The Lady Is a Tramp

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.

Come Fly With Me

Listed as Frank sinatra, Nelson Riddle and His Orchestra – Come Fly With Me (20th Century Legends - Frank Sinatra) · Watch on YouTube

youtube_video 0D3isSzoI6Y · row 0D3isSzoI6Y

LAION-DISCO-12M

You Make Me Feel So Young

Listed as Frank Sinatra, Nelson Riddle and His Orchestra – You Make Me Feel So Young (Songs for Swingin' Lovers (Original Album Plus Bonus Tracks)) · Watch on YouTube

youtube_video 0DfvmhGUfZg · row 0DfvmhGUfZg

LAION-DISCO-12M

The Lady Is a Tramp

Listed as Frank Sinatra, Nelson Riddle and Orchestra – The Lady Is a Tramp (Two on One Musicals - Pal Joey and Guys and Dolls) · Watch on YouTube

youtube_video 0c0S1RgCfK8 · row 0c0S1RgCfK8

LAION-DISCO-12M

How Are Ya' Fixed For Love?

Listed as Frank Sinatra, Keely Smith – How Are Ya' Fixed For Love? (Come Dance With Me!) · Watch on YouTube

youtube_video 545ZiNw4ivg · row 545ZiNw4ivg

LAION-DISCO-12M

My Funny Valentine

Listed as Frank sinatra, Nelson Riddle and His Orchestra – My Funny Valentine (20th Century Legends - Frank Sinatra) · Watch on YouTube

youtube_video 93NcAIPCwoM · row 93NcAIPCwoM

LAION-DISCO-12M

Pennies from Heaven

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

youtube_video 9pew8RwzmNY · row 9pew8RwzmNY

LAION-DISCO-12M

How About You

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

youtube_video B0FBs6Grv3M · row B0FBs6Grv3M

LAION-DISCO-12M

What Now My Love

Listed as Frank Sinatra, Aretha Franklin – What Now My Love (Duets (20th Anniversary Deluxe Edition)) · Watch on YouTube

youtube_video B1qkZRtOvo8 · row B1qkZRtOvo8

LAION-DISCO-12M

Three Coins In The Fountain

Listed as Frank sinatra, Nelson Riddle and His Orchestra – Three Coins In The Fountain (20th Century Legends - Frank Sinatra) · Watch on YouTube

youtube_video B7gqdoBVVnY · row B7gqdoBVVnY

LAION-DISCO-12M

Oh! Look At Me Now

Listed as Frank Sinatra, Nelson Riddle and His Orchestra – Oh! Look At Me Now (A Swingin' Affair (Original Album)) · Watch on YouTube

youtube_video Ernr91gxfU0 · row Ernr91gxfU0

LAION-DISCO-12M

One For My Baby

Listed as Frank Sinatra, Nelson Riddle and His Orchestra – One For My Baby (Sings For Only The Lonely (Hd Remastered Edition, Doxy Collection)) · Watch on YouTube

youtube_video Ex2Ey8C0jhI · row Ex2Ey8C0jhI

LAION-DISCO-12M

Goodnight Irene

Listed as Frank Sinatra, Mitch Miller Orchestra and Chorus – Goodnight Irene (Candy and Cake) · Watch on YouTube

youtube_video K0-_F-YEXwE · row K0-_F-YEXwE

LAION-DISCO-12M

(Love Is) the Tender Trap

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

youtube_video LcuLh-urfh4 · row LcuLh-urfh4

LAION-DISCO-12M

All of Me

Listed as Frank Sinatra, Nelson Riddle – All of Me (Two on One Musicals - Pal Joey and Guys and Dolls) · Watch on YouTube

youtube_video MAwUWgW6qsU · row MAwUWgW6qsU

LAION-DISCO-12M

I Didn’t Sleep A Wink Last Night

Listed as Frank Sinatra, Nelson Riddle and His Orchestra – I Didn’t Sleep A Wink Last Night (20th Century Legends - Frank Sinatra) · Watch on YouTube

youtube_video MyCY8Qzri-E · row MyCY8Qzri-E

LAION-DISCO-12M

All the Way

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

youtube_video Pd_OkUC3RpI · row Pd_OkUC3RpI

LAION-DISCO-12M

South of the Border

Listed as Frank Sinatra, Nelson Riddle and His Orchestra – South of the Border (From Here to Eternity (The Capitol Single Sides 1953 - 1956)) · Watch on YouTube

youtube_video Q06ec_g8NJo · row Q06ec_g8NJo

LAION-DISCO-12M

It Happened In Monterey

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

youtube_video QqZKC33s6MM · row QqZKC33s6MM

LAION-DISCO-12M

Sweet Adeline: Why was I born?

Listed as Oscar Hammerstein II, Frank Sinatra – Sweet Adeline: Why was I born? (Simply ... Blue Eyes! (The 2020 Remasters)) · Watch on YouTube

youtube_video QtL6r4tOaKA · row QtL6r4tOaKA

LAION-DISCO-12M

Dear Little Boy of Mine

Listed as Frank Sinatra, Mitch Miller Trio – Dear Little Boy of Mine (I Gotta Feeling, Vol. 3) · Watch on YouTube

youtube_video T8zilZC1M10 · row T8zilZC1M10

LAION-DISCO-12M

Anything Goes

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

youtube_video TDPWaj8Q5hM · row TDPWaj8Q5hM

LAION-DISCO-12M

I Love Paris

Listed as Frank Sinatra, Nelson Riddle and His Orchestra – I Love Paris (Nice 'n' Easy (Original Album With Bonus Tracks)) · Watch on YouTube

youtube_video U-c5HhW2_8o · row U-c5HhW2_8o

LAION-DISCO-12M

When You’re Smiling

Listed as Frank sinatra, Nelson Riddle and His Orchestra – When You’re Smiling (20th Century Legends - Frank Sinatra) · Watch on YouTube

youtube_video UN04yYooe20 · row UN04yYooe20

LAION-DISCO-12M

Nice 'n' Easy

Listed as Frank Sinatra, Nelson Riddle and His Orchestra – Nice 'n' Easy (Nice 'n' Easy (Original Album With Bonus Tracks)) · Watch on YouTube

youtube_video VlwGDC9-V5w · row VlwGDC9-V5w

LAION-DISCO-12M

American Beauty Rose

Listed as Frank Sinatra, Mitch Miller – American Beauty Rose (I Gotta Feeling, Vol. 3) · Watch on YouTube

youtube_video XGpX9VVBybM · row XGpX9VVBybM

LAION-DISCO-12M

I Won't Dance

Listed as Frank Sinatra, Nelson Riddle and His Orchestra – I Won't Dance (A Swingin' Affair (Original Album)) · Watch on YouTube

youtube_video ZHWzIss2ueI · row ZHWzIss2ueI

LAION-DISCO-12M

Nothing In Common

Listed as Frank Sinatra, Keely Smith – Nothing In Common (Come Dance With Me!) · Watch on YouTube

youtube_video ZhqDCJ97aXY · row ZhqDCJ97aXY

LAION-DISCO-12M

Witchcraft

Listed as Frank Sinatra, Anita Baker – Witchcraft (Duets (20th Anniversary Deluxe Edition)) · Watch on YouTube

youtube_video cUuDYhMfuR0 · row cUuDYhMfuR0

LAION-DISCO-12M

Deep Night

Listed as Frank sinatra, Nelson Riddle and His Orchestra – Deep Night (20th Century Legends - Frank Sinatra) · Watch on YouTube

youtube_video cha-L3EEOWY · row cha-L3EEOWY

LAION-DISCO-12M

They Can't Take That Away from Me

Listed as Frank Sinatra, Nelson Riddle and His Orchestra – They Can't Take That Away from Me (Frank Sinatra Sings Gershwin) · Watch on YouTube

youtube_video dMb_p9o1rfA · row dMb_p9o1rfA

LAION-DISCO-12M

I've Got The World On A String (Tengo El Mundo En Una Cuerda)

Listed as Frank Sinatra, Orchesta By Nelson Riddle – I've Got The World On A String (Tengo El Mundo En Una Cuerda) (Vintage Vocal Jazz / Swing Nº15 - EPs Collectors "Young At Heart" "Corazón Joven") · Watch on YouTube

youtube_video e9Dn-LHR_gw · row e9Dn-LHR_gw

LAION-DISCO-12M

I Fall In Love Too Easily

Listed as Frank Sinatra, Nelson Riddle and His Orchestra – I Fall In Love Too Easily (Close to You (The Columbia Years Vol. 1)) · Watch on YouTube

youtube_video huHvSzO7z0Y · row huHvSzO7z0Y

LAION-DISCO-12M

I Get Along Without You Very Well (Except Sometimes)

Listed as Frank Sinatra, Nelson Riddle and His Orchestra – I Get Along Without You Very Well (Except Sometimes) (In the Wee Small Hours (Original Album Plus Bonus Tracks)) · Watch on YouTube

youtube_video ifW6KF0PiXg · row ifW6KF0PiXg

LAION-DISCO-12M

I Thought About You

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

youtube_video irJeK_6ehXI · row irJeK_6ehXI

LAION-DISCO-12M

In the Wee Small Hours of the Morning

Listed as Frank Sinatra, Nelson Riddle and His Orchestra – In the Wee Small Hours of the Morning (In the Wee Small Hours (Original Album Plus Bonus Tracks)) · Watch on YouTube

youtube_video iw11rbrho0E · row iw11rbrho0E

LAION-DISCO-12M

Too Marvelous for Words

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

youtube_video m1pXF_lXNqw · row m1pXF_lXNqw

LAION-DISCO-12M

Night And Day

Listed as Frank Sinatra, Nelson Riddle and His Orchestra – Night And Day (20th Century Legends - Frank Sinatra) · Watch on YouTube

youtube_video mTrvxJvgJk0 · row mTrvxJvgJk0

LAION-DISCO-12M

Let’s Take An Old-Fashioned Walk

Listed as Frank Sinatra, Nelson Riddle and His Orchestra – Let’s Take An Old-Fashioned Walk (20th Century Legends - Frank Sinatra) · Watch on YouTube

youtube_video oZgIdefiiVs · row oZgIdefiiVs

LAION-DISCO-12M

I’ve Got You Under My Skin

Listed as Frank sinatra, Nelson Riddle and His Orchestra – I’ve Got You Under My Skin (20th Century Legends - Frank Sinatra) · Watch on YouTube

youtube_video oh2F9biYdc8 · row oh2F9biYdc8

LAION-DISCO-12M

Music in the air: The song Is you

Listed as Oscar Hammerstein II, Frank Sinatra – Music in the air: The song Is you (Simply ... Blue Eyes! (The 2020 Remasters)) · Watch on YouTube

youtube_video otzrp2xFIfc · row otzrp2xFIfc

LAION-DISCO-12M

Love Is Here to Stay

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

youtube_video pxv2kAsZ4PU · row pxv2kAsZ4PU

LAION-DISCO-12M

Night and Day

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

youtube_video q5NYUAKCWjk · row q5NYUAKCWjk

LAION-DISCO-12M

So In Love (Reprise)

Listed as Frank Sinatra, Keely Smith – So In Love (Reprise) (Reprise Rarities (Vol. 5)) · Watch on YouTube

youtube_video rGbD2ZDzFUY · row rGbD2ZDzFUY

LAION-DISCO-12M

You Go to My Head

Listed as Frank Sinatra, Nelson Riddle and His Orchestra – You Go to My Head (Nice 'n' Easy (Original Album With Bonus Tracks)) · Watch on YouTube

youtube_video rQNcRf1I98I · row rQNcRf1I98I

LAION-DISCO-12M

My Funny Valentine (Frank Sinatra Vocal)

Listed as Frank Sinatra, The Nelson Riddle Orchestra – My Funny Valentine (Frank Sinatra Vocal) (My Funny Valentine, Vol.1 (Greatest Songs On Earth)) · Watch on YouTube

youtube_video rpI_zCP1NSU · row rpI_zCP1NSU

LAION-DISCO-12M

Young At Hear (Corazón Joven)

Listed as Frank Sinatra, Orchesta By Nelson Riddle – Young At Hear (Corazón Joven) (Vintage Vocal Jazz / Swing Nº15 - EPs Collectors "Young At Heart" "Corazón Joven") · Watch on YouTube

youtube_video s9yvS6V8tT4 · row s9yvS6V8tT4

LAION-DISCO-12M

I Get a Kick Out of You

Listed as Frank Sinatra, Nelson Riddle and His Orchestra – I Get a Kick Out of You (Songs for Young Lovers - Swing Easy (2 Original Album Plus Bonus Tracks)) · Watch on YouTube

youtube_video szh50_Cexzw · row szh50_Cexzw

LAION-DISCO-12M

I've Got You Under My Skin

Listed as Frank Sinatra, Nelson Riddle and His Orchestra – I've Got You Under My Skin (Songs for Swingin' Lovers (Original Album Plus Bonus Tracks)) · Watch on YouTube

youtube_video vhB6yCGhMrM · row vhB6yCGhMrM

LAION-DISCO-12M

Just One Of Those Things

Listed as Frank Sinatra, Orchesta By Nelson Riddle – Just One Of Those Things (Vintage Music No. 58 - LP: Frank Sinatra) · Watch on YouTube

youtube_video x30g87Y6YsM · row x30g87Y6YsM

LAION-DISCO-12M

Learnin' the Blues

Listed as Frank Sinatra, Nelson Riddle and His Orchestra – Learnin' the Blues (Songs for Young Lovers - Swing Easy (2 Original Album Plus Bonus Tracks)) · Watch on YouTube

youtube_video yjs0A0fbT4c · row yjs0A0fbT4c

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.