Yes. Ringo Starr has 127 songs listed in a dataset used to train AI music models.

Used for training 127

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 Memphis In Your Mind, You Can’t Fight Lighting, Send Love Spread Peace

Listed under the artist name 127 songs in LAION-DISCO-12M

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

Memphis In Your Mind

Listed as Ringo Starr – Memphis In Your Mind (Ringorama) · Watch on YouTube

youtube_video 0XwFvuUkN00 · row 0XwFvuUkN00

LAION-DISCO-12M

You Can’t Fight Lighting

Listed as Ringo Starr, Alberta Cross – You Can’t Fight Lighting (Give More Love) · Watch on YouTube

youtube_video 35_mzw1f5Q8 · row 35_mzw1f5Q8

LAION-DISCO-12M

Send Love Spread Peace

Listed as Ringo Starr – Send Love Spread Peace (What's My Name) · Watch on YouTube

youtube_video 5u_3PHhrgek · row 5u_3PHhrgek

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Back off Boogaloo

Listed as Ringo Starr – Back off Boogaloo (Stop and Smell the Roses) · Watch on YouTube

youtube_video 7KMQmLov-vk · row 7KMQmLov-vk

LAION-DISCO-12M

Eye To Eye

Listed as Ringo Starr – Eye To Eye (Ringorama) · Watch on YouTube

youtube_video 8UAD4Vq-U3Q · row 8UAD4Vq-U3Q

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I Wouldn't Have You Any Other Way

Listed as Ringo Starr – I Wouldn't Have You Any Other Way (Beaucoups Of Blues) · Watch on YouTube

youtube_video C8RqgsE75Kw · row C8RqgsE75Kw

LAION-DISCO-12M

Honey Don't

Listed as Carl Perkins, Ringo Starr – Honey Don't (Blue Suede Shoes: A Rockabilly Session) · Watch on YouTube

youtube_video CCCC1bXilFE · row CCCC1bXilFE

LAION-DISCO-12M

Fastest Growing Heartache In The West

Listed as Ringo Starr – Fastest Growing Heartache In The West (Beaucoups Of Blues) · Watch on YouTube

youtube_video EOEAP7wMYb4 · row EOEAP7wMYb4

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Never Without You (Live At The Greek Theatre/2008)

Listed as Ringo Starr & His All Starr Band – Never Without You (Live At The Greek Theatre/2008) (Live At The Greek Theatre 2008) · Watch on YouTube

youtube_video EuKoJ2clsZk · row EuKoJ2clsZk

LAION-DISCO-12M

Just That Way

Listed as Ringo Starr – Just That Way (Change The World) · Watch on YouTube

youtube_video KCZz2apAtPk · row KCZz2apAtPk

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Not Looking Back

Listed as Ringo Starr – Not Looking Back (Postcards From Paradise) · Watch on YouTube

youtube_video KrOfQ70juA0 · row KrOfQ70juA0

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Don't Pass Me By

Listed as Ringo Starr, Vandaveer – Don't Pass Me By (Give More Love) · Watch on YouTube

youtube_video PK97gG0WXsc · row PK97gG0WXsc

LAION-DISCO-12M

I Think Therefore I Rock N Roll

Listed as Ringo Starr – I Think Therefore I Rock N Roll (Ringorama) · Watch on YouTube

youtube_video PsxTcVIlTU8 · row PsxTcVIlTU8

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Not Enough Love In The World

Listed as Ringo Starr – Not Enough Love In The World (Zoom In EP) · Watch on YouTube

youtube_video RJINbNKsAtc · row RJINbNKsAtc

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Blue Turning Grey Over You

Listed as Ringo Starr – Blue Turning Grey Over You (Sentimental Journey) · Watch on YouTube

youtube_video WxK42X0RMa8 · row WxK42X0RMa8

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Loser's Lounge

Listed as Ringo Starr – Loser's Lounge (Beaucoups Of Blues) · Watch on YouTube

youtube_video WxtIEBocS9w · row WxtIEBocS9w

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Nashville Jam

Listed as Ringo Starr – Nashville Jam (Beaucoups Of Blues) · Watch on YouTube

youtube_video YCo86Q-lCM8 · row YCo86Q-lCM8

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Let’s Be Friends

Listed as Ringo Starr – Let’s Be Friends (EP3) · Watch on YouTube

youtube_video ZCfzFKeYLig · row ZCfzFKeYLig

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You Belong to Me

Listed as Ringo Starr – You Belong to Me (Stop and Smell the Roses) · Watch on YouTube

youtube_video b1ezaexmz7c · row b1ezaexmz7c

LAION-DISCO-12M

Without Her

Listed as Ringo Starr – Without Her (Beaucoups Of Blues) · Watch on YouTube

youtube_video etrzGWxtVOY · row etrzGWxtVOY

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Thank God For Music

Listed as Ringo Starr – Thank God For Music (What's My Name) · Watch on YouTube

youtube_video h_dqVKvJTgE · row h_dqVKvJTgE

LAION-DISCO-12M

Goodnight Vienna (Reprise)

Listed as Ringo Starr – Goodnight Vienna (Reprise) (Goodnight Vienna) · Watch on YouTube

youtube_video lJf07vM44ig · row lJf07vM44ig

LAION-DISCO-12M

Better Days

Listed as Ringo Starr – Better Days (What's My Name) · Watch on YouTube

youtube_video rwfZibNHwtg · row rwfZibNHwtg

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Pick up the Pieces (Live)

Listed as Ringo Starr – Pick up the Pieces (Live) (Live at the Greek Theater 2019) · Watch on YouTube

youtube_video sCclt0xkcpA · row sCclt0xkcpA

LAION-DISCO-12M

Coming Undone (feat. Trombone Shorty)

Listed as Ringo Starr – Coming Undone (feat. Trombone Shorty) (Change The World) · Watch on YouTube

youtube_video spzSSPCnnwY · row spzSSPCnnwY

LAION-DISCO-12M

Yellow Submarine (Live)

Listed as Ringo Starr – Yellow Submarine (Live) (Live at the Greek Theater 2019) · Watch on YouTube

youtube_video vPF-tauItUE · row vPF-tauItUE

LAION-DISCO-12M

Photograph

Listed as Ringo Starr, Vandaveer – Photograph (Give More Love) · Watch on YouTube

youtube_video z8EKI7swBmQ · row z8EKI7swBmQ

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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.