Yes. Paul McCartney has 221 songs listed in a dataset used to train AI music models.

Used for training 221

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 Man, Venus And Mars (Reprise), Press (1993 Digital Remaster)

Listed under the artist name 221 songs in LAION-DISCO-12M

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

The Man

Listed as Paul McCartney, Michael Jackson – The Man (Pipes Of Peace) · Watch on YouTube

youtube_video -8dFuZbjtHk · row -8dFuZbjtHk

LAION-DISCO-12M

Venus And Mars (Reprise)

Listed as Paul McCartney & Wings – Venus And Mars (Reprise) (Venus And Mars (Archive Collection)) · Watch on YouTube

youtube_video -9K3MdQOHME · row -9K3MdQOHME

LAION-DISCO-12M

Press (1993 Digital Remaster)

Listed as Paul McCartney – Press (1993 Digital Remaster) (Press To Play) · Watch on YouTube

youtube_video -ukciopMM-A · row -ukciopMM-A

LAION-DISCO-12M

The Song We Were Singing (2020 Remaster) (feat. Jeff Lynne)

Listed as Paul McCartney – The Song We Were Singing (2020 Remaster) (feat. Jeff Lynne) (Flaming Pie) · Watch on YouTube

youtube_video 4MdhOmMywVk · row 4MdhOmMywVk

LAION-DISCO-12M

Michelle (Live In Boulder)

Listed as Paul McCartney – Michelle (Live In Boulder) (Paul Is Live) · Watch on YouTube

youtube_video 7N51rLloymo · row 7N51rLloymo

LAION-DISCO-12M

I Don't Know

Listed as Paul McCartney – I Don't Know (Egypt Station) · Watch on YouTube

youtube_video 7ca5wdFU5Hs · row 7ca5wdFU5Hs

LAION-DISCO-12M

Fine Line

Listed as Paul McCartney – Fine Line (Chaos And Creation In The Backyard) · Watch on YouTube

youtube_video 8cnE_ODUVLs · row 8cnE_ODUVLs

LAION-DISCO-12M

Momma Miss America

Listed as Paul McCartney – Momma Miss America (McCartney (Archive Collection)) · Watch on YouTube

youtube_video 9fdI_CNcT70 · row 9fdI_CNcT70

LAION-DISCO-12M

Love Is Strange (Single Edit)

Listed as Paul McCartney & Wings – Love Is Strange (Single Edit) (Wild Life (Archive Collection)) · Watch on YouTube

youtube_video 9xqOyKBbKBU · row 9xqOyKBbKBU

LAION-DISCO-12M

So Bad

Listed as Paul McCartney – So Bad (Pipes Of Peace) · Watch on YouTube

youtube_video AvGqrMGEVwY · row AvGqrMGEVwY

LAION-DISCO-12M

Take It Away (Remixed 2015)

Listed as Paul McCartney – Take It Away (Remixed 2015) (Tug Of War) · Watch on YouTube

youtube_video C-9761kYfzU · row C-9761kYfzU

LAION-DISCO-12M

Hope For The Future

Listed as Paul McCartney – Hope For The Future (Hope For The Future) · Watch on YouTube

youtube_video DUjptEZxCzs · row DUjptEZxCzs

LAION-DISCO-12M

Love In Song

Listed as Paul McCartney & Wings – Love In Song (Venus And Mars (Archive Collection)) · Watch on YouTube

youtube_video ETGx0uhPTR0 · row ETGx0uhPTR0

LAION-DISCO-12M

Say Say Say (2015 Remix / Remastered 2015)

Listed as Paul McCartney, Michael Jackson – Say Say Say (2015 Remix / Remastered 2015) (Pipes Of Peace (Archive Collection)) · Watch on YouTube

youtube_video FDHaYzZyyk0 · row FDHaYzZyyk0

LAION-DISCO-12M

Mary Had A Little Lamb

Listed as Paul McCartney & Wings – Mary Had A Little Lamb (The 7” Singles) · Watch on YouTube

youtube_video G_izJS0t5YA · row G_izJS0t5YA

LAION-DISCO-12M

Birthday (Live)

Listed as Paul McCartney – Birthday (Live) (Tripping The Live Fantastic Highlights!) · Watch on YouTube

youtube_video H22kILBZBYg · row H22kILBZBYg

LAION-DISCO-12M

Big Barn Bed

Listed as Paul McCartney, Wings – Big Barn Bed (Pure McCartney (Deluxe Edition)) · Watch on YouTube

youtube_video HGU6MnvksuA · row HGU6MnvksuA

LAION-DISCO-12M

Medicine Jar

Listed as Paul McCartney & Wings – Medicine Jar (Venus And Mars (Archive Collection)) · Watch on YouTube

youtube_video HnA3EDO2UdU · row HnA3EDO2UdU

LAION-DISCO-12M

Beautiful Night (2020 Remaster) (feat. Jeff Lynne, Ringo Starr & Linda McCartney)

Listed as Paul McCartney – Beautiful Night (2020 Remaster) (feat. Jeff Lynne, Ringo Starr & Linda McCartney) (Flaming Pie) · Watch on YouTube

youtube_video I-28cVSvG_s · row I-28cVSvG_s

LAION-DISCO-12M

Dance Tonight

Listed as Paul McCartney – Dance Tonight (Memory Almost Full) · Watch on YouTube

youtube_video IHyy-REXkB0 · row IHyy-REXkB0

LAION-DISCO-12M

Queenie Eye

Listed as Paul McCartney – Queenie Eye (NEW) · Watch on YouTube

youtube_video JSoZxGak5Zc · row JSoZxGak5Zc

LAION-DISCO-12M

Wanderlust (Remastered 1993)

Listed as Paul McCartney – Wanderlust (Remastered 1993) (Give My Regards To Broad Street) · Watch on YouTube

youtube_video Ns4GOtJSrsQ · row Ns4GOtJSrsQ

LAION-DISCO-12M

Give Ireland Back To The Irish

Listed as Paul McCartney & Wings – Give Ireland Back To The Irish (Wild Life (Archive Collection)) · Watch on YouTube

youtube_video P_O3cCs9qmM · row P_O3cCs9qmM

LAION-DISCO-12M

Waterfalls (DJ Edit / Remastered 2011)

Listed as Paul McCartney – Waterfalls (DJ Edit / Remastered 2011) (McCartney II (Archive Edition)) · Watch on YouTube

youtube_video PpHuZXQJT4c · row PpHuZXQJT4c

LAION-DISCO-12M

Save Us

Listed as Paul McCartney – Save Us (NEW (Deluxe Edition)) · Watch on YouTube

youtube_video Q1rfaE5pxR4 · row Q1rfaE5pxR4

LAION-DISCO-12M

Getting Closer (Remastered 1993)

Listed as Paul McCartney & Wings – Getting Closer (Remastered 1993) (Back To The Egg) · Watch on YouTube

youtube_video QAALgQK1ldU · row QAALgQK1ldU

LAION-DISCO-12M

Come On To Me

Listed as Paul McCartney – Come On To Me (Egypt Station) · Watch on YouTube

youtube_video RRve0Cy8mMY · row RRve0Cy8mMY

LAION-DISCO-12M

That Would Be Something

Listed as Paul McCartney – That Would Be Something (McCartney (Archive Collection)) · Watch on YouTube

youtube_video WrCppWWmIGQ · row WrCppWWmIGQ

LAION-DISCO-12M

Fuh You

Listed as Paul McCartney – Fuh You (Egypt Station) · Watch on YouTube

youtube_video _AgfrwXaZH0 · row _AgfrwXaZH0

LAION-DISCO-12M

Beware My Love

Listed as Paul McCartney & Wings – Beware My Love (Wings At The Speed Of Sound (Archive Collection)) · Watch on YouTube

youtube_video crlp_ZXDMaY · row crlp_ZXDMaY

LAION-DISCO-12M

Let It Be (Live at Live Aid, Wembley Stadium, 13th July 1985)

Listed as Paul McCartney – Let It Be (Live at Live Aid, Wembley Stadium, 13th July 1985) (Live Aid (Live, 13th July 1985)) · Watch on YouTube

youtube_video cyiL2rkGKp4 · row cyiL2rkGKp4

LAION-DISCO-12M

Maybe I'm Amazed (Live / Remastered)

Listed as Paul McCartney & Wings – Maybe I'm Amazed (Live / Remastered) (Wings Over America) · Watch on YouTube

youtube_video gYSXNrb4U8s · row gYSXNrb4U8s

LAION-DISCO-12M

Rock Show

Listed as Paul McCartney & Wings – Rock Show (Venus And Mars (Archive Collection)) · Watch on YouTube

youtube_video htmW4Fa2yxo · row htmW4Fa2yxo

LAION-DISCO-12M

Tug Of War (Remixed 2015)

Listed as Paul McCartney – Tug Of War (Remixed 2015) (Tug Of War) · Watch on YouTube

youtube_video hyoQncGGwAM · row hyoQncGGwAM

LAION-DISCO-12M

Venus And Mars

Listed as Paul McCartney & Wings – Venus And Mars (Venus And Mars (Archive Collection)) · Watch on YouTube

youtube_video i_DgoXQTb6U · row i_DgoXQTb6U

LAION-DISCO-12M

Yesterday (Remastered 1993)

Listed as Paul McCartney – Yesterday (Remastered 1993) (Give My Regards To Broad Street) · Watch on YouTube

youtube_video lyyqAKacLE4 · row lyyqAKacLE4

LAION-DISCO-12M

This One

Listed as Paul McCartney – This One (Flowers In The Dirt) · Watch on YouTube

youtube_video nKtGwMFOdzk · row nKtGwMFOdzk

LAION-DISCO-12M

Young Boy (2020 Remaster) (feat. Steve Miller)

Listed as Paul McCartney – Young Boy (2020 Remaster) (feat. Steve Miller) (Flaming Pie) · Watch on YouTube

youtube_video oCKfjsUs2Rk · row oCKfjsUs2Rk

LAION-DISCO-12M

Here, There And Everywhere (Live In Parramatta, Sydney)

Listed as Paul McCartney – Here, There And Everywhere (Live In Parramatta, Sydney) (Paul Is Live) · Watch on YouTube

youtube_video p6e3HjsiQh0 · row p6e3HjsiQh0

LAION-DISCO-12M

Calico Skies (2020 Remaster)

Listed as Paul McCartney – Calico Skies (2020 Remaster) (Flaming Pie) · Watch on YouTube

youtube_video qAlroNJsjzY · row qAlroNJsjzY

LAION-DISCO-12M

Who Cares

Listed as Paul McCartney – Who Cares (Egypt Station) · Watch on YouTube

youtube_video qwvdguN5RB0 · row qwvdguN5RB0

LAION-DISCO-12M

Letting Go

Listed as Paul McCartney & Wings – Letting Go (Venus And Mars (Archive Collection)) · Watch on YouTube

youtube_video rKBRIGgcdb4 · row rKBRIGgcdb4

LAION-DISCO-12M

Find My Way

Listed as Paul McCartney – Find My Way (McCartney III) · Watch on YouTube

youtube_video smPY2GbPFXw · row smPY2GbPFXw

LAION-DISCO-12M

Helter Skelter (Live at Live 8, Hyde Park, London, 2nd July 2005)

Listed as Paul McCartney – Helter Skelter (Live at Live 8, Hyde Park, London, 2nd July 2005) (Live 8 (Live, July 2005)) · Watch on YouTube

youtube_video vDlt06omMzY · row vDlt06omMzY

LAION-DISCO-12M

Man We Was Lonely

Listed as Paul McCartney – Man We Was Lonely (McCartney (Archive Collection)) · Watch on YouTube

youtube_video vZvilG408bg · row vZvilG408bg

LAION-DISCO-12M

Here Today (Remixed 2015)

Listed as Paul McCartney – Here Today (Remixed 2015) (Tug Of War) · Watch on YouTube

youtube_video whoGVQHI-Vc · row whoGVQHI-Vc

LAION-DISCO-12M

Magneto And Titanium Man

Listed as Paul McCartney & Wings – Magneto And Titanium Man (Venus And Mars (Archive Collection)) · Watch on YouTube

youtube_video wq9z7D8HKZo · row wq9z7D8HKZo

LAION-DISCO-12M

Jenny Wren

Listed as Paul McCartney – Jenny Wren (Chaos And Creation In The Backyard) · Watch on YouTube

youtube_video wubCa3JZdEk · row wubCa3JZdEk

LAION-DISCO-12M

The World Tonight (2020 Remaster) (feat. Jeff Lynne)

Listed as Paul McCartney – The World Tonight (2020 Remaster) (feat. Jeff Lynne) (Flaming Pie) · Watch on YouTube

youtube_video xgx2U85Fa_c · row xgx2U85Fa_c

LAION-DISCO-12M

The Lovely Linda

Listed as Paul McCartney – The Lovely Linda (McCartney (Archive Collection)) · Watch on YouTube

youtube_video yJ7Ka6elvA0 · row yJ7Ka6elvA0

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.