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 I Could Write a Book, They Say It's Wonderful, Cherry Pies Ought to Be 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.

I Could Write a Book

Listed as Frank Sinatra, Axel Stordahl – I Could Write a Book (Deep Night) · Watch on YouTube

youtube_video 0lWChCw3274 · row 0lWChCw3274

LAION-DISCO-12M

They Say It's Wonderful

Listed as Frank Sinatra, Alex Stordahl – They Say It's Wonderful (That Old Black Magic) · Watch on YouTube

youtube_video 0maAvXuIx_E · row 0maAvXuIx_E

LAION-DISCO-12M

Cherry Pies Ought to Be You

Listed as Frank Sinatra, Axel Stordahl – Cherry Pies Ought to Be You (You Don't Remind Me) · Watch on YouTube

youtube_video 1hx-SdhDdhY · row 1hx-SdhDdhY

LAION-DISCO-12M

Tea for Two

Listed as Frank Sinatra, Axel Stordahl & His Orchestra – Tea for Two (Cheek to Cheek (JazzSellers)) · Watch on YouTube

youtube_video 1pB_QgUlOuA · row 1pB_QgUlOuA

LAION-DISCO-12M

The Birth of the Blues

Listed as Frank Sinatra, Axel Stordahl – The Birth of the Blues (Deep Night) · Watch on YouTube

youtube_video 61_qMxMq6sA · row 61_qMxMq6sA

LAION-DISCO-12M

I've Got a Crush On You

Listed as Frank Sinatra, Alex Stordahl – I've Got a Crush On You (The Greatest Jazz & Blues Music of Alltime, Vol. 34) · Watch on YouTube

youtube_video 67dRP2xQgsM · row 67dRP2xQgsM

LAION-DISCO-12M

Nature Boy

Listed as Frank Sinatra, Alex Stordahl – Nature Boy (Yesterday Hits, Vol. 1) · Watch on YouTube

youtube_video A0B2vEnRuzI · row A0B2vEnRuzI

LAION-DISCO-12M

Close to You

Listed as Frank Sinatra, Axel Stordahl and His Orchestra – Close to You (Close to You (The Columbia Years Vol. 1)) · Watch on YouTube

youtube_video AYMFnk7FN8I · row AYMFnk7FN8I

LAION-DISCO-12M

You're the One

Listed as Frank Sinatra, Axel Stordahl & His Orchestra – You're the One (You Are Too Beautiful (That's Entertainment)) · Watch on YouTube

youtube_video BfViZHMN9V4 · row BfViZHMN9V4

LAION-DISCO-12M

White Christmas (1944)

Listed as Frank Sinatra, Alex Stordahl and His Orchestra – White Christmas (1944) (White Christmas, Vol. 1) · Watch on YouTube

youtube_video C4u4xNYPsr0 · row C4u4xNYPsr0

LAION-DISCO-12M

Some Enchanted Evening

Listed as Frank Sinatra, Alex Stordahl & His Orchestra – Some Enchanted Evening (Rodgers & Hammerstein's Songbook) · Watch on YouTube

youtube_video D5McyGgKBq0 · row D5McyGgKBq0

LAION-DISCO-12M

Day By Day

Listed as Frank Sinatra, Alex Stordahl – Day By Day (The Greatest Jazz & Blues Music of Alltime, Vol. 10) · Watch on YouTube

youtube_video DM253MUrT5Q · row DM253MUrT5Q

LAION-DISCO-12M

Someone to Watch Over Me (Take 2)

Listed as Frank Sinatra, Alex Stordahl and His Orchestra – Someone to Watch Over Me (Take 2) (Someone To Watch Over) · Watch on YouTube

youtube_video FC0_wIDf8M0 · row FC0_wIDf8M0

LAION-DISCO-12M

These Foolish Things

Listed as Frank Sinatra, Axel Stordahl – These Foolish Things (Point of No Return) · Watch on YouTube

youtube_video Fv9q6EbR6Sw · row Fv9q6EbR6Sw

LAION-DISCO-12M

Have Yourself a Merry Little Christmas

Listed as Frank Sinatra, Axel Stordahl and his Orchestra – Have Yourself a Merry Little Christmas (That Christmas Feeling) · Watch on YouTube

youtube_video GdSxGxh9c_U · row GdSxGxh9c_U

LAION-DISCO-12M

Lean Baby

Listed as Frank Sinatra, Axel Stordahl & His Orchestra – Lean Baby (Frank Sinatra, Vol. 32) · Watch on YouTube

youtube_video IpF16S44JF8 · row IpF16S44JF8

LAION-DISCO-12M

I Only Have Eyes for You

Listed as Frank Sinatra, Alex Stordahl – I Only Have Eyes for You (The Greatest Jazz & Blues Music of Alltime, Vol. 10) · Watch on YouTube

youtube_video Ja4nqv07zrY · row Ja4nqv07zrY

LAION-DISCO-12M

There Will Never Be Another You

Listed as Frank Sinatra, Axel Stordahl – There Will Never Be Another You (Point of No Return) · Watch on YouTube

youtube_video Lh41l6sdFo4 · row Lh41l6sdFo4

LAION-DISCO-12M

Things We Did Last Summer

Listed as Frank Sinatra, Alex Stordahl – Things We Did Last Summer (That Old Black Magic) · Watch on YouTube

youtube_video O3kzEl7ms2U · row O3kzEl7ms2U

LAION-DISCO-12M

Blue Skies

Listed as Tommy Dorsey, Frank Sinatra, Axel Stordahl – Blue Skies (Original Jazz Sound: 1942) · Watch on YouTube

youtube_video QCG349A8cFI · row QCG349A8cFI

LAION-DISCO-12M

I'm Walking Behind You

Listed as Frank Sinatra, Axel Stordahl & His Orchestra – I'm Walking Behind You (Frank Sinatra, Vol. 32) · Watch on YouTube

youtube_video RLHFdKIIz0g · row RLHFdKIIz0g

LAION-DISCO-12M

This Love of Mine

Listed as Tommy Dorsey, Frank Sinatra, Axel Stordahl – This Love of Mine (Original Jazz Sound: 1942) · Watch on YouTube

youtube_video SmyjlDaR8qQ · row SmyjlDaR8qQ

LAION-DISCO-12M

Dream (When You're Feeling Blue)

Listed as Frank Sinatra, Alex Stordahl – Dream (When You're Feeling Blue) (A Little Taste) · Watch on YouTube

youtube_video Uo4yi6NOkjw · row Uo4yi6NOkjw

LAION-DISCO-12M

The Way You Look Tonight

Listed as Frank Sinatra, Axel Stordahl Orchestra – The Way You Look Tonight (Vintage Love Be Mine) · Watch on YouTube

youtube_video XhRaAirTaIE · row XhRaAirTaIE

LAION-DISCO-12M

I Fall In Love Too Easily

Listed as Frank Sinatra, Orchesta By Axel Stordahl – I Fall In Love Too Easily (Vintage Vocal Jazz / Swing Nº14 - EPs Collectors "Songs From Anchors Aweigh!") · Watch on YouTube

youtube_video YIHGvLcJJfw · row YIHGvLcJJfw

LAION-DISCO-12M

I'll Be Seeing You

Listed as Frank Sinatra, Axel Stordahl – I'll Be Seeing You (Point of No Return) · Watch on YouTube

youtube_video YVMpvsx3enA · row YVMpvsx3enA

LAION-DISCO-12M

When the World Was Young

Listed as Frank Sinatra, Axel Stordahl – When the World Was Young (Point of No Return) · Watch on YouTube

youtube_video YvDpKQdAWaQ · row YvDpKQdAWaQ

LAION-DISCO-12M

Begin the Beguine

Listed as Frank Sinatra, Alex Stordahl & His Orchestra – Begin the Beguine (It's Only a Paper Moon (Music for Dancing)) · Watch on YouTube

youtube_video ZsKpwU40YCA · row ZsKpwU40YCA

LAION-DISCO-12M

All the Things You Are

Listed as Frank Sinatra, Alex Stordahl – All the Things You Are (A Little Taste) · Watch on YouTube

youtube_video _9kwp6keks0 · row _9kwp6keks0

LAION-DISCO-12M

How About You

Listed as Tommy Dorsey, Frank Sinatra, Axel Stordahl – How About You (Original Jazz Sound: 1942) · Watch on YouTube

youtube_video aQCwMFZoKvo · row aQCwMFZoKvo

LAION-DISCO-12M

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

Listed as Frank Sinatra, Axel Stordahl – One for My Baby (And One More for the Road) (Yesterday Singles, Vol. 10) · Watch on YouTube

youtube_video aXpXQh6wyWo · row aXpXQh6wyWo

LAION-DISCO-12M

Full Moon and Empty Arms

Listed as Frank Sinatra, Alex Stordahl – Full Moon and Empty Arms (The Greatest Jazz & Blues Music of Alltime, Vol. 10) · Watch on YouTube

youtube_video bffpbwGnIUE · row bffpbwGnIUE

LAION-DISCO-12M

September Song

Listed as Frank Sinatra, Axel Stordahl – September Song (Point of No Return) · Watch on YouTube

youtube_video blFv12aqXeU · row blFv12aqXeU

LAION-DISCO-12M

There Are Such Things

Listed as Tommy Dorsey, Frank Sinatra, Axel Stordahl – There Are Such Things (Original Jazz Sound: 1942) · Watch on YouTube

youtube_video dwS6pS0bwYA · row dwS6pS0bwYA

LAION-DISCO-12M

Memories of You

Listed as Frank Sinatra, Axel Stordahl – Memories of You (Point of No Return) · Watch on YouTube

youtube_video fv7g4nu4PvU · row fv7g4nu4PvU

LAION-DISCO-12M

The Huckle-Buck

Listed as Frank Sinatra, Alex Stordahl – The Huckle-Buck (Yesterday Singles, Vol. 10) · Watch on YouTube

youtube_video gKq1QUEPtgk · row gKq1QUEPtgk

LAION-DISCO-12M

These Foolish Things (Remind Me of You)

Listed as Frank Sinatra, Alex Stordahl – These Foolish Things (Remind Me of You) (The Greatest Jazz & Blues Music of Alltime, Vol. 10) · Watch on YouTube

youtube_video gQUQRG_QHDA · row gQUQRG_QHDA

LAION-DISCO-12M

Nevertheless (I'm in Love With You)

Listed as Frank Sinatra, Axel Stordahl & His Orchestra – Nevertheless (I'm in Love With You) (You Are Too Beautiful (That's Entertainment)) · Watch on YouTube

youtube_video gdlphFMsjYc · row gdlphFMsjYc

LAION-DISCO-12M

You'll Never Walk Alone

Listed as Frank Sinatra, Orchestra Axel Stordahl – You'll Never Walk Alone (Musical Hits & Weltstars) · Watch on YouTube

youtube_video hE8yp5fqjEs · row hE8yp5fqjEs

LAION-DISCO-12M

Christmas Dreaming

Listed as Frank Sinatra, Orchestra Axel Stordahl – Christmas Dreaming (Christmas With Louis Armstrong and Fiends, Vol. 1 (Original Recordings)) · Watch on YouTube

youtube_video imZUQDc6j88 · row imZUQDc6j88

LAION-DISCO-12M

Emraceable You

Listed as Frank Sinatra, Alex Stordahl and His Orchestra – Emraceable You (Someone To Watch Over) · Watch on YouTube

youtube_video ipckozKcxAg · row ipckozKcxAg

LAION-DISCO-12M

You Go to My Head

Listed as Frank Sinatra, Alex Stordahl – You Go to My Head (The Greatest Jazz & Blues Music of Alltime, Vol. 10) · Watch on YouTube

youtube_video kh540F5cO14 · row kh540F5cO14

LAION-DISCO-12M

All of Me

Listed as Frank Sinatra, Alex Stordahl & His Orchestra – All of Me (Cheek to Cheek (JazzSellers)) · Watch on YouTube

youtube_video ldJ_G_hVQMg · row ldJ_G_hVQMg

LAION-DISCO-12M

I'll Remember April

Listed as Frank Sinatra, Axel Stordahl – I'll Remember April (Point of No Return) · Watch on YouTube

youtube_video nWY5KjyKfiw · row nWY5KjyKfiw

LAION-DISCO-12M

Autumn in New York

Listed as Frank Sinatra, Alex Stordahl – Autumn in New York (Yesterday Hits, Vol. 1) · Watch on YouTube

youtube_video nwczMlTYIFs · row nwczMlTYIFs

LAION-DISCO-12M

Five Minutes More

Listed as Frank Sinatra, Alex Stordahl – Five Minutes More (That Old Black Magic) · Watch on YouTube

youtube_video p-pvYmVQaqo · row p-pvYmVQaqo

LAION-DISCO-12M

I Concentrate On You

Listed as Frank Sinatra with Axel Stordahl's Orchestra, Axel Stordahl's Orchestra – I Concentrate On You (Timeless Songbooks: The Music of Cole Porter, Vol. 4) · Watch on YouTube

youtube_video pFHCn7f_GyA · row pFHCn7f_GyA

LAION-DISCO-12M

Sunflower

Listed as Frank Sinatra, Alex Stordahl – Sunflower (Yesterday Singles, Vol. 10) · Watch on YouTube

youtube_video vPxdt3ELV8A · row vPxdt3ELV8A

LAION-DISCO-12M

The House I Live In (That's America to Me)

Listed as Frank Sinatra, Alex Stordahl – The House I Live In (That's America to Me) (The Greatest Jazz & Blues Music of Alltime, Vol. 10) · Watch on YouTube

youtube_video wQFeuPRLULc · row wQFeuPRLULc

LAION-DISCO-12M

That Old Black Magic

Listed as Frank Sinatra, Axel Stordahl & His Orchestra – That Old Black Magic (It's Only a Paper Moon (Music for Dancing)) · Watch on YouTube

youtube_video ztWQPqOOA0g · row ztWQPqOOA0g

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.