Yes. Bobby Darin has 147 songs listed in a dataset used to train AI music models.

Used for training 147

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 Curtain Falls (Live), Mona Lisa, Talk to the Animals

Listed under the artist name 147 songs in LAION-DISCO-12M

Matched exactly: this YouTube Music artist id is the one the dataset lists these songs under.

The Curtain Falls (Live)

Listed as Bobby Darin – The Curtain Falls (Live) (The Legendary Bobby Darin) · Watch on YouTube

youtube_video 0si1Pzjhn1o · row 0si1Pzjhn1o

LAION-DISCO-12M

Mona Lisa

Listed as Bobby Darin – Mona Lisa (Dance to the Bop) · Watch on YouTube

youtube_video 1kW-O2C5Neo · row 1kW-O2C5Neo

LAION-DISCO-12M

Talk to the Animals

Listed as Bobby Darin – Talk to the Animals (Bobby Darin Sings Dr. Dolittle) · Watch on YouTube

youtube_video 5sSXcPWUsPA · row 5sSXcPWUsPA

LAION-DISCO-12M

Artificial Flowers (2013 Japan Remaster)

Listed as Bobby Darin – Artificial Flowers (2013 Japan Remaster) (The Bobby Darin Story (2013 Japan Remaster)) · Watch on YouTube

youtube_video 7IP0SqMKl1c · row 7IP0SqMKl1c

LAION-DISCO-12M

Once In A Lifetime (2001 Remaster)

Listed as Bobby Darin – Once In A Lifetime (2001 Remaster) (From Hello Dolly To Goodbye Charlie) · Watch on YouTube

youtube_video 8qB-B4NXFD8 · row 8qB-B4NXFD8

LAION-DISCO-12M

Beyond the Sea

Listed as Bobby Darin – Beyond the Sea (I Just Love You) · Watch on YouTube

youtube_video 9Lj2UqAJ7-U · row 9Lj2UqAJ7-U

LAION-DISCO-12M

After You've Gone

Listed as Bobby Darin – After You've Gone (Bobby Darin Sings The Shadow of Your Smile) · Watch on YouTube

youtube_video Al9QqTzfGrk · row Al9QqTzfGrk

LAION-DISCO-12M

Early in the Morning

Listed as Bobby Darin & The Rinky-Dinks – Early in the Morning (Twist With Bobby Darin) · Watch on YouTube

youtube_video BhUm5tB4-gs · row BhUm5tB4-gs

LAION-DISCO-12M

I Got Rhythm

Listed as Bobby Darin – I Got Rhythm (The Swinging Side Of Bobby Darin) · Watch on YouTube

youtube_video BjT6k8BGjEM · row BjT6k8BGjEM

LAION-DISCO-12M

Theme from Come September

Listed as Bobby Darin – Theme from Come September (Blue Eyed Mermaid) · Watch on YouTube

youtube_video Bnl2Rh4hu1w · row Bnl2Rh4hu1w

LAION-DISCO-12M

Mack the Knife

Listed as Bobby Darin – Mack the Knife (20 #1 Rock n Roll Hits, Vol. 2) · Watch on YouTube

youtube_video CZfYK7zk3Nk · row CZfYK7zk3Nk

LAION-DISCO-12M

Lost Love

Listed as Bobby Darin – Lost Love (Wear My Ring (Plus Bonus Tracks)) · Watch on YouTube

youtube_video DKMYDwfV5Vk · row DKMYDwfV5Vk

LAION-DISCO-12M

Make Someone Happy

Listed as Bobby Darin – Make Someone Happy (The Swinging Side Of Bobby Darin) · Watch on YouTube

youtube_video F1lkPkmXxWo · row F1lkPkmXxWo

LAION-DISCO-12M

You're the Reason I'm Living

Listed as Bobby Darin – You're the Reason I'm Living (You're the Reason I'm Living) · Watch on YouTube

youtube_video H8Hv-vxFp70 · row H8Hv-vxFp70

LAION-DISCO-12M

How Many Tears

Listed as Bobby Darin – How Many Tears (Teenage Rocking, Vol. 5) · Watch on YouTube

youtube_video HjdWOFtsUY8 · row HjdWOFtsUY8

LAION-DISCO-12M

Lazy River

Listed as Bobby Darin – Lazy River (Mack the Knife) · Watch on YouTube

youtube_video JQot8cBrU2o · row JQot8cBrU2o

LAION-DISCO-12M

Splish Splash

Listed as Bobby Darin – Splish Splash (Wacky Tunes) · Watch on YouTube

youtube_video JVymm4GZyZ0 · row JVymm4GZyZ0

LAION-DISCO-12M

Oh! Look at Me Now

Listed as Bobby Darin – Oh! Look at Me Now (Oh! Look at Me Now) · Watch on YouTube

youtube_video Ja5r7kBZpFU · row Ja5r7kBZpFU

LAION-DISCO-12M

You Must Have Been a Beautiful Baby

Listed as Bobby Darin – You Must Have Been a Beautiful Baby (You Must Have Been a Beautiful Baby) · Watch on YouTube

youtube_video L4j18kQiLs0 · row L4j18kQiLs0

LAION-DISCO-12M

Hits Medley: Splish Splash/Beyond The Sea/Artificial Flowers/Clementine (Live At The Flamingo Hotel, Las Vegas/1963 / Remastered 2004)

Listed as Bobby Darin – Hits Medley: Splish Splash/Beyond The Sea/Artificial Flowers/Clementine (Live At The Flamingo Hotel, Las Vegas/1963 / Remastered 2004) (The Legendary Bobby Darin) · Watch on YouTube

youtube_video LUY1GN3MCO4 · row LUY1GN3MCO4

LAION-DISCO-12M

Beyond the Sea

Listed as Bobby Darin – Beyond the Sea (Fly Me to the Moon: Easy Listening Songs) · Watch on YouTube

youtube_video LnMRpGnWHk8 · row LnMRpGnWHk8

LAION-DISCO-12M

Queen of the Hop

Listed as Bobby Darin – Queen of the Hop (Rock Puissance 9 (50 titres)) · Watch on YouTube

youtube_video MZoptnLffJA · row MZoptnLffJA

LAION-DISCO-12M

Bridge Over Troubled Water (Live)

Listed as Bobby Darin – Bridge Over Troubled Water (Live) (Bobby Darin Live) · Watch on YouTube

youtube_video MrRSnlfAeI4 · row MrRSnlfAeI4

LAION-DISCO-12M

Sunday In New York (2001 Remaster)

Listed as Bobby Darin – Sunday In New York (2001 Remaster) (From Hello Dolly To Goodbye Charlie) · Watch on YouTube

youtube_video OQoF_1D3BPg · row OQoF_1D3BPg

LAION-DISCO-12M

Reverend Mr. Black (Remastered 2002)

Listed as Bobby Darin – Reverend Mr. Black (Remastered 2002) (18 Yellow Roses) · Watch on YouTube

youtube_video PslfSHFvAco · row PslfSHFvAco

LAION-DISCO-12M

I'm Sitting on Top of the World

Listed as Bobby Darin – I'm Sitting on Top of the World (Crooners of the Sixties) · Watch on YouTube

youtube_video RJ91-Rnwzlg · row RJ91-Rnwzlg

LAION-DISCO-12M

Dream Lover

Listed as Bobby Darin – Dream Lover (Juke Box Jive) · Watch on YouTube

youtube_video RJ_LJdxk-EM · row RJ_LJdxk-EM

LAION-DISCO-12M

I'll Be There

Listed as Bobby Darin – I'll Be There (Things & Other Things) · Watch on YouTube

youtube_video Rou3NkBND1E · row Rou3NkBND1E

LAION-DISCO-12M

18 Yellow Roses (2002 Digital Remaster)

Listed as Bobby Darin – 18 Yellow Roses (2002 Digital Remaster) (18 Yellow Roses) · Watch on YouTube

youtube_video TlR-x_tXmhQ · row TlR-x_tXmhQ

LAION-DISCO-12M

Mack The Knife

Listed as Bobby Darin – Mack The Knife (Let It Rock & Soul 2) · Watch on YouTube

youtube_video UC4wIPqCa70 · row UC4wIPqCa70

LAION-DISCO-12M

Dream Lover

Listed as Bobby Darin – Dream Lover (Dedicated to Love) · Watch on YouTube

youtube_video Ucyu4diX4Vs · row Ucyu4diX4Vs

LAION-DISCO-12M

Nature Boy

Listed as Bobby Darin – Nature Boy (Things & Other Things) · Watch on YouTube

youtube_video X-yfZ91JWcU · row X-yfZ91JWcU

LAION-DISCO-12M

I Believe in You

Listed as Bobby Darin – I Believe in You (In A Broadway Bag) · Watch on YouTube

youtube_video XL7G5RzUPHk · row XL7G5RzUPHk

LAION-DISCO-12M

Don't Rain on My Parade

Listed as Bobby Darin – Don't Rain on My Parade (In A Broadway Bag) · Watch on YouTube

youtube_video Yww96FwAJDo · row Yww96FwAJDo

LAION-DISCO-12M

Theme from "Come September"

Listed as Bobby Darin – Theme from "Come September" (Things & Other Things) · Watch on YouTube

youtube_video Zfx-sh-cyNo · row Zfx-sh-cyNo

LAION-DISCO-12M

Once Upon A Time

Listed as Bobby Darin – Once Upon A Time (Dream Lover) · Watch on YouTube

youtube_video _t76L9nmGFI · row _t76L9nmGFI

LAION-DISCO-12M

Daydream

Listed as Bobby Darin – Daydream (If I Were A Carpenter) · Watch on YouTube

youtube_video aSDU7dke-30 · row aSDU7dke-30

LAION-DISCO-12M

Baby Face

Listed as Bobby Darin – Baby Face (Baby Face) · Watch on YouTube

youtube_video b-0BILPdF_M · row b-0BILPdF_M

LAION-DISCO-12M

Goodbye, Charlie (2001 Remaster)

Listed as Bobby Darin – Goodbye, Charlie (2001 Remaster) (From Hello Dolly To Goodbye Charlie) · Watch on YouTube

youtube_video b5FDRvnjrvE · row b5FDRvnjrvE

LAION-DISCO-12M

As Long As I'm Singing

Listed as Bobby Darin – As Long As I'm Singing (Wild, Cool & Swingin') · Watch on YouTube

youtube_video bvXUTEkosbU · row bvXUTEkosbU

LAION-DISCO-12M

Me & Mr. Hohner

Listed as Bobby Darin – Me & Mr. Hohner (Commitment) · Watch on YouTube

youtube_video eX8xV0SYgrA · row eX8xV0SYgrA

LAION-DISCO-12M

Come September (Original Soundtrack Theme from "Come September")

Listed as Bobby Darin – Come September (Original Soundtrack Theme from "Come September") (Come September (Original Soundtrack Theme from "Come September")) · Watch on YouTube

youtube_video hwtF7m8dedE · row hwtF7m8dedE

LAION-DISCO-12M

Mack The Knife

Listed as Bobby Darin – Mack The Knife (Modern Art of Music: The Best Dance Album) · Watch on YouTube

youtube_video jGsV6y0mKhg · row jGsV6y0mKhg

LAION-DISCO-12M

Charade (2001 Remaster)

Listed as Bobby Darin – Charade (2001 Remaster) (From Hello Dolly To Goodbye Charlie) · Watch on YouTube

youtube_video mzwmoLks-NA · row mzwmoLks-NA

LAION-DISCO-12M

Softly, As I Leave You

Listed as Bobby Darin – Softly, As I Leave You (Venice Blue) · Watch on YouTube

youtube_video qud0fsazBRA · row qud0fsazBRA

LAION-DISCO-12M

Queen of the Hop

Listed as Bobby Darin – Queen of the Hop (Twist With Bobby Darin) · Watch on YouTube

youtube_video uyQbLI8orTU · row uyQbLI8orTU

LAION-DISCO-12M

Once Upon a Time

Listed as Bobby Darin – Once Upon a Time (In A Broadway Bag) · Watch on YouTube

youtube_video vCaZqwu2tto · row vCaZqwu2tto

LAION-DISCO-12M

The Good Life

Listed as Bobby Darin – The Good Life (Venice Blue) · Watch on YouTube

youtube_video vcc4GS8yUpk · row vcc4GS8yUpk

LAION-DISCO-12M

I'm Beginning to See the Light

Listed as Bobby Darin – I'm Beginning to See the Light (Oh! Look at Me Now) · Watch on YouTube

youtube_video yCLoTKvatPY · row yCLoTKvatPY

LAION-DISCO-12M

Softly as in a Early Morning Sunrise

Listed as Bobby Darin – Softly as in a Early Morning Sunrise (That's All) · Watch on YouTube

youtube_video yiO04NoFkkk · row yiO04NoFkkk

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.