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 Oh, What It Seemed to Be, I'm Glad There Is You, One Finger Melody

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.

Oh, What It Seemed to Be

Listed as Frank Sinatra, Alex Stordahl – Oh, What It Seemed to Be (The Greatest Jazz & Blues Music of Alltime, Vol. 10) · Watch on YouTube

youtube_video -KBUX1yg5ig · row -KBUX1yg5ig

LAION-DISCO-12M

I'm Glad There Is You

Listed as Frank Sinatra, Axel Stordahl Orchestra – I'm Glad There Is You (Milestones of a Legend - Doris Day, Vol. 3) · Watch on YouTube

youtube_video -KO5NtI_624 · row -KO5NtI_624

LAION-DISCO-12M

One Finger Melody

Listed as Frank Sinatra, Axel Stordahl – One Finger Melody (I Gotta Feeling, Vol. 3) · Watch on YouTube

youtube_video 0j5KiMGId_A · row 0j5KiMGId_A

LAION-DISCO-12M

Can't You Just See Yourself in Love With Me

Listed as Frank Sinatra, Axel Stordahl – Can't You Just See Yourself in Love With Me (Yesterday Singles, Vol. 10) · Watch on YouTube

youtube_video 1WOLGXeLFJY · row 1WOLGXeLFJY

LAION-DISCO-12M

I'll See You Again

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

youtube_video 5_dASyZNjE0 · row 5_dASyZNjE0

LAION-DISCO-12M

(I Got a Woman Crazy for Me) She's Funny That Way

Listed as Frank Sinatra, Alex Stordahl – (I Got a Woman Crazy for Me) She's Funny That Way (A Little Taste) · Watch on YouTube

youtube_video 6x2HmCUbH04 · row 6x2HmCUbH04

LAION-DISCO-12M

A Million Dreams Ago

Listed as Frank Sinatra, Axel Stordahl – A Million Dreams Ago (Point of No Return) · Watch on YouTube

youtube_video 7K4r-ZzLjdc · row 7K4r-ZzLjdc

LAION-DISCO-12M

Night And Day

Listed as Frank Sinatra, Axel Stordahl – Night And Day (It's De Lovely: The Authentic Cole Porter Collection) · Watch on YouTube

youtube_video 87pexDqgOGA · row 87pexDqgOGA

LAION-DISCO-12M

If I Loved You

Listed as Frank Sinatra, Alex Stordahl – If I Loved You (A Little Taste) · Watch on YouTube

youtube_video 8XWWmWHsphA · row 8XWWmWHsphA

LAION-DISCO-12M

Lily Belle

Listed as Frank Sinatra, Alex Stordahl – Lily Belle (A Little Taste) · Watch on YouTube

youtube_video 8kAW5yUmWTg · row 8kAW5yUmWTg

LAION-DISCO-12M

Ever Homeward

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

youtube_video BbgLuiXcnaI · row BbgLuiXcnaI

LAION-DISCO-12M

Paradise

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

youtube_video Bv03Cp19X4M · row Bv03Cp19X4M

LAION-DISCO-12M

Chattanoogie Shoe Shine Boy

Listed as Frank Sinatra, Axel Stordahl – Chattanoogie Shoe Shine Boy (Street of Dreams) · Watch on YouTube

youtube_video CvCDvivSsX8 · row CvCDvivSsX8

LAION-DISCO-12M

(I Don't Stand) a Ghost of a Chance

Listed as Frank Sinatra, Alex Stordahl – (I Don't Stand) a Ghost of a Chance (The Greatest Jazz & Blues Music of Alltime, Vol. 10) · Watch on YouTube

youtube_video Dkbe3yE1q5c · row Dkbe3yE1q5c

LAION-DISCO-12M

Take My Love

Listed as Frank Sinatra, Axel Stordahl & His Orchestra – Take My Love ((Love Is) the Tender Trap (Hall of Fame)) · Watch on YouTube

youtube_video GRknX2U5OT4 · row GRknX2U5OT4

LAION-DISCO-12M

Luna Rossa (Blushing Moon)

Listed as Frank Sinatra, Axel Stordahl – Luna Rossa (Blushing Moon) (Deep Night) · Watch on YouTube

youtube_video H-zfBXq4IUs · row H-zfBXq4IUs

LAION-DISCO-12M

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

Listed as Frank Sinatra, Axel Stordahl Orchestra – One for My Baby (And One More for the Road) (Milestones of a Legend - Doris Day, Vol. 3) · Watch on YouTube

youtube_video HFnC4iaJDEQ · row HFnC4iaJDEQ

LAION-DISCO-12M

Why Shouldn't I?

Listed as Frank Sinatra, Alex Stordahl and His Orchestra – Why Shouldn't I? (Cole Porter - Everytime We Say Goodbye (The Great American Songbook)) · Watch on YouTube

youtube_video HT0ZddlbKUU · row HT0ZddlbKUU

LAION-DISCO-12M

I Don't Know Why (I Just Do)

Listed as Frank Sinatra, Alex Stordahl – I Don't Know Why (I Just Do) (The Greatest Jazz & Blues Music of Alltime, Vol. 10) · Watch on YouTube

youtube_video HeHglLrbDl0 · row HeHglLrbDl0

LAION-DISCO-12M

Where or When

Listed as Frank Sinatra, Alex Stordahl – Where or When (A Little Taste) · Watch on YouTube

youtube_video Il-7fVVj5F8 · row Il-7fVVj5F8

LAION-DISCO-12M

It Only Happens When I Dance with You

Listed as Frank Sinatra, Alex Stordahl – It Only Happens When I Dance with You (Yesterday Hits, Vol. 1) · Watch on YouTube

youtube_video KMa8F47LVDM · row KMa8F47LVDM

LAION-DISCO-12M

Laura

Listed as Frank Sinatra, Axel Stordahl – Laura (I Only Have Eyes for You) · Watch on YouTube

youtube_video Kb771b5nXbo · row Kb771b5nXbo

LAION-DISCO-12M

Nancy (With the Laughing Face) (Episode 46)

Listed as Frank Sinatra, Alex Stordahl & His Orchestra – Nancy (With the Laughing Face) (Episode 46) (Music used in the TV Series The Sopranos - In Memoriam James Gandolfini (Episode 45 - 60)) · Watch on YouTube

youtube_video NCOwxSiJK0c · row NCOwxSiJK0c

LAION-DISCO-12M

Almost Like Being in Love

Listed as Frank Sinatra, Axel Stordahl – Almost Like Being in Love (Yesterday Singles, Vol. 10) · Watch on YouTube

youtube_video P7XmZkIRsAA · row P7XmZkIRsAA

LAION-DISCO-12M

The Song Is You (From "Music in the Air") (1994 Remastered)

Listed as Frank Sinatra, Axel Stordahl – The Song Is You (From "Music in the Air") (1994 Remastered) (The Song Is You) · Watch on YouTube

youtube_video PZ72PeUVOrI · row PZ72PeUVOrI

LAION-DISCO-12M

I Should Care

Listed as Frank Sinatra, Alex Stordahl – I Should Care (A Little Taste) · Watch on YouTube

youtube_video QdLswmvTBag · row QdLswmvTBag

LAION-DISCO-12M

I Hear a Rhapsody

Listed as Frank Sinatra, Axel Stordahl – I Hear a Rhapsody (Deep Night) · Watch on YouTube

youtube_video Qk3v6NknexE · row Qk3v6NknexE

LAION-DISCO-12M

April in Paris

Listed as Frank Sinatre, Axel Stordahl – April in Paris (Cheek to Cheek (JazzSellers)) · Watch on YouTube

youtube_video U7mDXUbT9NM · row U7mDXUbT9NM

LAION-DISCO-12M

It's a Blue World

Listed as Frank Sinatra, Axel Stordahl – It's a Blue World (Point of No Return) · Watch on YouTube

youtube_video UYbZA-gzpqA · row UYbZA-gzpqA

LAION-DISCO-12M

But Beautiful

Listed as Frank Sinatra, Axel Stordahl – But Beautiful (Yesterday Singles, Vol. 10) · Watch on YouTube

youtube_video VUUHCeaq38o · row VUUHCeaq38o

LAION-DISCO-12M

Jesus Is a Rock In the Weary Land

Listed as Frank Sinatra, Alex Stordahl – Jesus Is a Rock In the Weary Land (A Little Taste) · Watch on YouTube

youtube_video W1eKouurRwg · row W1eKouurRwg

LAION-DISCO-12M

I Have But One Heart (O Marenariello)

Listed as Frank Sinatra, Alex Stordahl – I Have But One Heart (O Marenariello) (The Greatest Jazz & Blues Music of Alltime, Vol. 10) · Watch on YouTube

youtube_video diQiAy-H42w · row diQiAy-H42w

LAION-DISCO-12M

Somewhere Along the Way

Listed as Frank Sinatra, Axel Stordahl – Somewhere Along the Way (Point of No Return) · Watch on YouTube

youtube_video fT_FAN6KPVs · row fT_FAN6KPVs

LAION-DISCO-12M

It Came Upon a Midnight Clear

Listed as Frank Sinatra, Axel Stordahl – It Came Upon a Midnight Clear (100 Hits - Christmas Classics - Classic Xmas Hits & Greatest Songs) · Watch on YouTube

youtube_video g_6mCFbEk4o · row g_6mCFbEk4o

LAION-DISCO-12M

Silent Night

Listed as Frank Sinatra & Axel Stordahl, Axel Stordahl – Silent Night (Under the Christmas Tree) · Watch on YouTube

youtube_video hvEfK7iXlOo · row hvEfK7iXlOo

LAION-DISCO-12M

The Girl That I Marry

Listed as Frank Sinatra, Alex Stordahl – The Girl That I Marry (That Old Black Magic) · Watch on YouTube

youtube_video hwV8vStFmyY · row hwV8vStFmyY

LAION-DISCO-12M

How Deep Is the Ocean (How Blue Is the Sky)

Listed as Frank Sinatra, Alex Stordahl – How Deep Is the Ocean (How Blue Is the Sky) (That Old Black Magic) · Watch on YouTube

youtube_video jTTctXPnpqw · row jTTctXPnpqw

LAION-DISCO-12M

My Girl

Listed as Frank Sinatra, Axel Stordahl – My Girl (Deep Night) · Watch on YouTube

youtube_video ld1IUn8RWEY · row ld1IUn8RWEY

LAION-DISCO-12M

My Melancholy Baby

Listed as Frank Sinatra, Alex Stordahl – My Melancholy Baby (A Little Taste) · Watch on YouTube

youtube_video nDwvq1Hy25A · row nDwvq1Hy25A

LAION-DISCO-12M

Put Your Dreams Away (For Another Day)

Listed as Frank Sinatra, Alex Stordahl – Put Your Dreams Away (For Another Day) (A Little Taste) · Watch on YouTube

youtube_video nvZ9MZVpBIg · row nvZ9MZVpBIg

LAION-DISCO-12M

Bim Bam Baby

Listed as Frank Sinatra, Axel Stordahl – Bim Bam Baby (Deep Night) · Watch on YouTube

youtube_video nyKmfIcOj-E · row nyKmfIcOj-E

LAION-DISCO-12M

When Your Lover Has Gone

Listed as Frank Sinatra, Alex Stordahl – When Your Lover Has Gone (A Little Taste) · Watch on YouTube

youtube_video oqEx6Thwk28 · row oqEx6Thwk28

LAION-DISCO-12M

Come Back to Sorrento (Torna a Surriento)

Listed as Frank Sinatra, Axel Stordahl – Come Back to Sorrento (Torna a Surriento) (You Don't Remind Me) · Watch on YouTube

youtube_video pRtD5BcvZII · row pRtD5BcvZII

LAION-DISCO-12M

Kiss Me Again

Listed as Frank Sinatra, Alex Stordahl – Kiss Me Again (A Little Taste) · Watch on YouTube

youtube_video sSoSYQxqF6g · row sSoSYQxqF6g

LAION-DISCO-12M

Azure-Te (Paris Blues)

Listed as Frank Sinatra, Axel Stordahl – Azure-Te (Paris Blues) (Deep Night) · Watch on YouTube

youtube_video uzDl4_cpEZI · row uzDl4_cpEZI

LAION-DISCO-12M

People Will Say We're In Love

Listed as Frank Sinatra, Axel Stordahl and His Orchestra – People Will Say We're In Love (Close to You (The Columbia Years Vol. 1)) · Watch on YouTube

youtube_video uzbNPwt3ouQ · row uzbNPwt3ouQ

LAION-DISCO-12M

Try a Little Tenderness

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

youtube_video vzDWJLAXx-A · row vzDWJLAXx-A

LAION-DISCO-12M

We kiss in a shadow

Listed as Frank Sinatra, Alex Stordahl & His Orchestra – We kiss in a shadow (Rodgers & Hammerstein's Songbook) · Watch on YouTube

youtube_video xqJa59QEDbU · row xqJa59QEDbU

LAION-DISCO-12M

Night and day (remastered)

Listed as Frank Sinatra, Orquesta de Axel Stordahl – Night and day (remastered) (66 Grandes Éxitos USA En España (1940-1953)) · Watch on YouTube

youtube_video zWqBOKjg7pI · row zWqBOKjg7pI

LAION-DISCO-12M

Two Hearts Are Better Than One

Listed as Frank Sinatra, Alex Stordahl – Two Hearts Are Better Than One (That Old Black Magic) · Watch on YouTube

youtube_video zhsgCqVZ5ZA · row zhsgCqVZ5ZA

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.