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 Coochy Coochy, Zoom In Zoom Out, You And Me (Babe)

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.

Coochy Coochy

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

youtube_video -BdU1XMg90A · row -BdU1XMg90A

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Zoom In Zoom Out

Listed as Ringo Starr – Zoom In Zoom Out (Zoom In EP) · Watch on YouTube

youtube_video 0NIJ2Uwp8qQ · row 0NIJ2Uwp8qQ

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You And Me (Babe)

Listed as Ringo Starr – You And Me (Babe) (Ringo) · Watch on YouTube

youtube_video 0gw2_li3i4U · row 0gw2_li3i4U

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Occapella

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

youtube_video 2QJIvDk79Lc · row 2QJIvDk79Lc

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Gotta Get Up To Get Down

Listed as Ringo Starr – Gotta Get Up To Get Down (What's My Name) · Watch on YouTube

youtube_video 2h5leGh9MZc · row 2h5leGh9MZc

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Africa (Live)

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

youtube_video 3lW8rxEd6QU · row 3lW8rxEd6QU

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Step Lightly

Listed as Ringo Starr – Step Lightly (Ringo) · Watch on YouTube

youtube_video 6AF-WbtdAFE · row 6AF-WbtdAFE

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Free Your Soul (feat. Dave Koz & José Antonio Rodriguez)

Listed as Ringo Starr – Free Your Soul (feat. Dave Koz & José Antonio Rodriguez) (EP3) · Watch on YouTube

youtube_video 71UB335HrI0 · row 71UB335HrI0

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Easy For Me

Listed as Ringo Starr – Easy For Me (Goodnight Vienna) · Watch on YouTube

youtube_video 7TCPyQv_Qqo · row 7TCPyQv_Qqo

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What Goes On (Live At The Greek Theatre/2008)

Listed as Ringo Starr & His All Starr Band – What Goes On (Live At The Greek Theatre/2008) (Live At The Greek Theatre 2008) · Watch on YouTube

youtube_video 9xSGcUqPfZs · row 9xSGcUqPfZs

LAION-DISCO-12M

She's About a Mover

Listed as Ringo Starr – She's About a Mover (Old Wave) · Watch on YouTube

youtube_video ASEwxZuLVgk · row ASEwxZuLVgk

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Fading In And Out

Listed as Ringo Starr – Fading In And Out (Choose Love) · Watch on YouTube

youtube_video DWLDKiKQ9_8 · row DWLDKiKQ9_8

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In My Car

Listed as Ringo Starr – In My Car (Old Wave) · Watch on YouTube

youtube_video GHbMAbV4kt0 · row GHbMAbV4kt0

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Rosanna (Live)

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

youtube_video H3MGMuQS1G8 · row H3MGMuQS1G8

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Blindman

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

youtube_video HMJC67pFmrQ · row HMJC67pFmrQ

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Night And Day

Listed as Ringo Starr – Night And Day (Sentimental Journey) · Watch on YouTube

youtube_video JQwOBv8ksFU · row JQwOBv8ksFU

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$15 Draw

Listed as Ringo Starr – $15 Draw (Beaucoups Of Blues) · Watch on YouTube

youtube_video KdbO8ynNZac · row KdbO8ynNZac

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It Don't Come Easy (Live)

Listed as Ringo Starr – It Don't Come Easy (Live) (Live at the Greek Theater 2019) · Watch on YouTube

youtube_video LGljaaxDAP0 · row LGljaaxDAP0

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I'm A Fool To Care

Listed as Ringo Starr – I'm A Fool To Care (Sentimental Journey) · Watch on YouTube

youtube_video NSh66he2JYk · row NSh66he2JYk

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Wanna Be Your Man (Live At The Greek Theatre/2008)

Listed as Ringo Starr & His All Starr Band – Wanna Be Your Man (Live At The Greek Theatre/2008) (Live At The Greek Theatre 2008) · Watch on YouTube

youtube_video NayrwOII6_M · row NayrwOII6_M

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Love Is A Many Splendored Thing

Listed as Ringo Starr – Love Is A Many Splendored Thing (Sentimental Journey) · Watch on YouTube

youtube_video O4gNUSgT7wY · row O4gNUSgT7wY

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Give More Love

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

youtube_video Ozl3jqh1-KA · row Ozl3jqh1-KA

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What’s My Name

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

youtube_video QiMWV1ugmhw · row QiMWV1ugmhw

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Whispering Grass

Listed as Ringo Starr – Whispering Grass (Sentimental Journey) · Watch on YouTube

youtube_video S-TI-8J27YE · row S-TI-8J27YE

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Who Can It Be Now? (Live)

Listed as Ringo Starr – Who Can It Be Now? (Live) (Live at the Greek Theater 2019) · Watch on YouTube

youtube_video Se2QHmbLnzY · row Se2QHmbLnzY

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Stardust

Listed as Ringo Starr – Stardust (Sentimental Journey) · Watch on YouTube

youtube_video Twsggdv2zOo · row Twsggdv2zOo

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Honey Don't (Live)

Listed as Ringo Starr – Honey Don't (Live) (Concert For George (Live)) · Watch on YouTube

youtube_video X7ftNl7VCIo · row X7ftNl7VCIo

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Don't Pass Me By

Listed as Ringo Starr – Don't Pass Me By (Live At Soundstage) · Watch on YouTube

youtube_video YrkrDj5aASA · row YrkrDj5aASA

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Rory And The Hurricanes

Listed as Ringo Starr – Rory And The Hurricanes (Postcards From Paradise) · Watch on YouTube

youtube_video ZCRsDd_GUKg · row ZCRsDd_GUKg

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Let The Rest Of The World Go By

Listed as Ringo Starr – Let The Rest Of The World Go By (Sentimental Journey) · Watch on YouTube

youtube_video bdD3njNjeKs · row bdD3njNjeKs

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Oo-Wee

Listed as Ringo Starr – Oo-Wee (Goodnight Vienna) · Watch on YouTube

youtube_video cc9RvYk3V2M · row cc9RvYk3V2M

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Miss Jean

Listed as Ringo Starr – Miss Jean (Rewind Forward) · Watch on YouTube

youtube_video ch8mioJnpkE · row ch8mioJnpkE

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Drumming is My Madness

Listed as Ringo Starr – Drumming is My Madness (Stop and Smell the Roses) · Watch on YouTube

youtube_video dFnscG6RGmU · row dFnscG6RGmU

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You Always Hurt The One You Love

Listed as Ringo Starr – You Always Hurt The One You Love (Sentimental Journey) · Watch on YouTube

youtube_video dLWxlFswZIo · row dLWxlFswZIo

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Don't Go Where the Road Don't Go

Listed as Ringo Starr – Don't Go Where the Road Don't Go (Time Takes Time) · Watch on YouTube

youtube_video gmcusR_EXAs · row gmcusR_EXAs

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Husbands And Wives

Listed as Ringo Starr – Husbands And Wives (Goodnight Vienna) · Watch on YouTube

youtube_video ht9fgZIkQww · row ht9fgZIkQww

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Love Don't Last Long

Listed as Ringo Starr – Love Don't Last Long (Beaucoups Of Blues) · Watch on YouTube

youtube_video jd1KsG4kaMY · row jd1KsG4kaMY

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Stop and Take the Time to Smell the Roses

Listed as Ringo Starr – Stop and Take the Time to Smell the Roses (Stop and Smell the Roses) · Watch on YouTube

youtube_video n3QfgDPmTik · row n3QfgDPmTik

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Shadows On The Wall

Listed as Ringo Starr – Shadows On The Wall (Rewind Forward) · Watch on YouTube

youtube_video o0l0YGfWE3U · row o0l0YGfWE3U

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Imagine Me There

Listed as Ringo Starr – Imagine Me There (Ringorama) · Watch on YouTube

youtube_video pdtL9wCoMeE · row pdtL9wCoMeE

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All By Myself

Listed as Ringo Starr – All By Myself (Goodnight Vienna) · Watch on YouTube

youtube_video q9n5ZtuhjAY · row q9n5ZtuhjAY

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Act Naturally

Listed as Ringo Starr – Act Naturally (Live At Soundstage) · Watch on YouTube

youtube_video qtA-k4gImDs · row qtA-k4gImDs

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Wings

Listed as Ringo Starr – Wings (Ringo 2012) · Watch on YouTube

youtube_video vwn7Eywns8s · row vwn7Eywns8s

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Call Me

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

youtube_video wbDPuEyIekg · row wbDPuEyIekg

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Private Property

Listed as Ringo Starr – Private Property (Stop and Smell the Roses) · Watch on YouTube

youtube_video xg3CKoUVJYA · row xg3CKoUVJYA

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Bye Bye Blackbird

Listed as Ringo Starr – Bye Bye Blackbird (Sentimental Journey) · Watch on YouTube

youtube_video xkJwOhyALJs · row xkJwOhyALJs

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Have I Told You Lately That I Love You

Listed as Ringo Starr – Have I Told You Lately That I Love You (Sentimental Journey) · Watch on YouTube

youtube_video xr1jDGwGvmg · row xr1jDGwGvmg

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Dream

Listed as Ringo Starr – Dream (Sentimental Journey) · Watch on YouTube

youtube_video yRwwZ9lHZvg · row yRwwZ9lHZvg

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Postcards From Paradise

Listed as Ringo Starr – Postcards From Paradise (Postcards From Paradise) · Watch on YouTube

youtube_video yeZ6WPSrUOs · row yeZ6WPSrUOs

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Teach Me To Tango

Listed as Ringo Starr – Teach Me To Tango (Zoom In EP) · Watch on YouTube

youtube_video zWrc9qRxx4Y · row zWrc9qRxx4Y

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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.