Yes. Roy Orbison has 168 songs listed in a dataset used to train AI music models.

Used for training 168

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 I Can't Stop Loving You, Oh, Pretty Woman ((Live) [ALT Version]), Love Hurts

Listed under the artist name 168 songs in LAION-DISCO-12M

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

I Can't Stop Loving You

Listed as Roy Orbison – I Can't Stop Loving You (Sings Lonely and Blue) · Watch on YouTube

youtube_video -dZh9FxxgOo · row -dZh9FxxgOo

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Oh, Pretty Woman ((Live) [ALT Version])

Listed as Roy Orbison – Oh, Pretty Woman ((Live) [ALT Version]) (Black & White Night 30 (Live)) · Watch on YouTube

youtube_video 1pbmJjRVkOM · row 1pbmJjRVkOM

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Love Hurts

Listed as Roy Orbison – Love Hurts (Crying (Original LP)) · Watch on YouTube

youtube_video 3qH-I8is4n4 · row 3qH-I8is4n4

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Crawling Back

Listed as Roy Orbison – Crawling Back (The Orbison Way) · Watch on YouTube

youtube_video 5AcwnK7vNY4 · row 5AcwnK7vNY4

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I Drove All Night

Listed as Roy Orbison, The Royal Philharmonic Orchestra – I Drove All Night (A Love So Beautiful: Roy Orbison & The Royal Philharmonic Orchestra) · Watch on YouTube

youtube_video 80NyhUYc4uM · row 80NyhUYc4uM

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Unchained Melody (with The Royal Philharmonic Orchestra)

Listed as Roy Orbison, The Royal Philharmonic Orchestra – Unchained Melody (with The Royal Philharmonic Orchestra) (Unchained Melodies: Roy Orbison & The Royal Philharmonic Orchestra) · Watch on YouTube

youtube_video 8xvMNHs1sPY · row 8xvMNHs1sPY

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Life Fades Away

Listed as Roy Orbison – Life Fades Away (The Essential Roy Orbison) · Watch on YouTube

youtube_video 9i-icISLHRs · row 9i-icISLHRs

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Oh, Pretty Woman

Listed as Roy Orbison, The Royal Philharmonic Orchestra – Oh, Pretty Woman (A Love So Beautiful: Roy Orbison & The Royal Philharmonic Orchestra) · Watch on YouTube

youtube_video 9roPjWxV_xc · row 9roPjWxV_xc

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Lana

Listed as Roy Orbison – Lana (Crying (Original LP)) · Watch on YouTube

youtube_video AICUoyZS67M · row AICUoyZS67M

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It's Over

Listed as Roy Orbison – It's Over (Heartbeat - A Collection of Classic Songs of the 60's) · Watch on YouTube

youtube_video As3M14RyzqE · row As3M14RyzqE

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Evergreen

Listed as Roy Orbison – Evergreen (Oh, Pretty Woman) · Watch on YouTube

youtube_video BB6-Qvk9tuI · row BB6-Qvk9tuI

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Dream Baby

Listed as Roy Orbison – Dream Baby (Wonderful Memories of Rock & Roll, Vol. 5) · Watch on YouTube

youtube_video BK7QCfTZ1zo · row BK7QCfTZ1zo

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Ooby Dooby (feat. The Teen Kings)

Listed as Roy Orbison – Ooby Dooby (feat. The Teen Kings) (At the Rock House) · Watch on YouTube

youtube_video DMUIDLjfYlg · row DMUIDLjfYlg

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Working for the Man

Listed as Roy Orbison – Working for the Man (Oh, Pretty Woman) · Watch on YouTube

youtube_video I3ijeFLqv-E · row I3ijeFLqv-E

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Blue Angel

Listed as Roy Orbison – Blue Angel (School of Rock (All the Classic Recordings)) · Watch on YouTube

youtube_video I5Dz4btpcFI · row I5Dz4btpcFI

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Windsurfer

Listed as Roy Orbison – Windsurfer (Mystery Girl) · Watch on YouTube

youtube_video K20Zaf8-GAI · row K20Zaf8-GAI

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Blue Angel

Listed as Roy Orbison – Blue Angel (The Hits of 1960, Vol. 2) · Watch on YouTube

youtube_video KRhFlLP7Z4I · row KRhFlLP7Z4I

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Candy Man

Listed as Roy Orbison – Candy Man (Black & White Night) · Watch on YouTube

youtube_video KUPXx81Uves · row KUPXx81Uves

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Uptown

Listed as Roy Orbison – Uptown (Lonely and Blue) · Watch on YouTube

youtube_video Lhin2jKf0p4 · row Lhin2jKf0p4

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Indian Wedding

Listed as Roy Orbison – Indian Wedding (Oh, Pretty Woman) · Watch on YouTube

youtube_video LmMamHb7IbY · row LmMamHb7IbY

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Pretty Paper

Listed as Roy Orbison – Pretty Paper (Jingle Bells - 100 Christmas Favorites) · Watch on YouTube

youtube_video Mt7VjYjEigY · row Mt7VjYjEigY

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Unchained Melody

Listed as Roy Orbison – Unchained Melody (Roy Orbison’s Many Moods) · Watch on YouTube

youtube_video NpTeWt8JZiQ · row NpTeWt8JZiQ

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Leah

Listed as Roy Orbison – Leah (Black & White Night) · Watch on YouTube

youtube_video PW46bMrW4JY · row PW46bMrW4JY

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Medicine Man (From "The Fastest Guitar Alive" Soundtrack / Remastered 2015)

Listed as Roy Orbison – Medicine Man (From "The Fastest Guitar Alive" Soundtrack / Remastered 2015) (Roy Orbison: The MGM Years 1965 - 1973) · Watch on YouTube

youtube_video QAWCRZvXHCU · row QAWCRZvXHCU

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You Got It

Listed as Roy Orbison, The Royal Philharmonic Orchestra – You Got It (A Love So Beautiful: Roy Orbison & The Royal Philharmonic Orchestra) · Watch on YouTube

youtube_video RNMOoxRJYzk · row RNMOoxRJYzk

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The Only One

Listed as Roy Orbison – The Only One (Mystery Girl) · Watch on YouTube

youtube_video S9C6gAjPDxE · row S9C6gAjPDxE

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Up Town

Listed as Roy Orbison – Up Town (After Sun Vol.2) · Watch on YouTube

youtube_video ScGP8r3thY0 · row ScGP8r3thY0

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Dream Baby (How Long Must I Dream)

Listed as Roy Orbison – Dream Baby (How Long Must I Dream) (Dream Baby (How Long Must I Dream)) · Watch on YouTube

youtube_video SiZN0WKbmeI · row SiZN0WKbmeI

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Leah

Listed as Roy Orbison – Leah (Oh, Pretty Woman) · Watch on YouTube

youtube_video UNge0q3ZZL4 · row UNge0q3ZZL4

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Candy Man

Listed as Roy Orbison – Candy Man (Crying (Original LP)) · Watch on YouTube

youtube_video VwJlrKrCEQY · row VwJlrKrCEQY

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(All I Can Do Is) Dream You

Listed as Roy Orbison – (All I Can Do Is) Dream You (Black & White Night) · Watch on YouTube

youtube_video WVFtrE0dozQ · row WVFtrE0dozQ

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Today's Teardrops

Listed as Roy Orbison – Today's Teardrops (Baby, This Is the 60s) · Watch on YouTube

youtube_video X1qwV0-oYpA · row X1qwV0-oYpA

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In The Real World

Listed as Roy Orbison – In The Real World (Mystery Girl) · Watch on YouTube

youtube_video d1YjxCY4RII · row d1YjxCY4RII

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The Crowd

Listed as Roy Orbison – The Crowd (Oh, Pretty Woman) · Watch on YouTube

youtube_video du7hZaIvVNA · row du7hZaIvVNA

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In Dreams

Listed as Roy Orbison, The Royal Philharmonic Orchestra – In Dreams (A Love So Beautiful: Roy Orbison & The Royal Philharmonic Orchestra) · Watch on YouTube

youtube_video gjrmmTxvC4A · row gjrmmTxvC4A

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Shahdaroba

Listed as Roy Orbison – Shahdaroba (In Dreams) · Watch on YouTube

youtube_video ihhXUO-5Xos · row ihhXUO-5Xos

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Claudette (Live)

Listed as Roy Orbison – Claudette (Live) (Black & White Night 30 (Live)) · Watch on YouTube

youtube_video ije8VC7bhwU · row ije8VC7bhwU

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You’ll Never Walk Alone

Listed as Roy Orbison – You’ll Never Walk Alone (One Of The Lonely Ones) · Watch on YouTube

youtube_video k-zsEKIvBXk · row k-zsEKIvBXk

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Only the Lonely

Listed as Roy Orbison – Only the Lonely (Baladas de Amor) · Watch on YouTube

youtube_video kKs_gxwroMo · row kKs_gxwroMo

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All I Have to Do Is Dream

Listed as Roy Orbison – All I Have to Do Is Dream (In Dreams) · Watch on YouTube

youtube_video kS2GDtdZzGU · row kS2GDtdZzGU

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Uptown

Listed as Roy Orbison – Uptown (Black & White Night) · Watch on YouTube

youtube_video kVtyFa1nI4g · row kVtyFa1nI4g

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I'm Hurtin'

Listed as Roy Orbison – I'm Hurtin' (Sings Lonely and Blue) · Watch on YouTube

youtube_video keRCN36Dl4s · row keRCN36Dl4s

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In Dreams

Listed as Roy Orbison – In Dreams (Hot Hundred - Holiday Hits) · Watch on YouTube

youtube_video m7IqmQk7A0A · row m7IqmQk7A0A

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Ooby Dooby

Listed as Roy Orbison – Ooby Dooby (More Rock Blasts From The Past) · Watch on YouTube

youtube_video qOH5Tx9xa_M · row qOH5Tx9xa_M

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Dream

Listed as Roy Orbison – Dream (In Dreams) · Watch on YouTube

youtube_video rjkUypD4hko · row rjkUypD4hko

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Mean Woman Blues

Listed as Roy Orbison – Mean Woman Blues (Always On My Mind: A Tribute To Elvis Presley) · Watch on YouTube

youtube_video t9fyJoRMHTo · row t9fyJoRMHTo

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A Love So Beautiful

Listed as Roy Orbison, The Royal Philharmonic Orchestra – A Love So Beautiful (A Love So Beautiful: Roy Orbison & The Royal Philharmonic Orchestra) · Watch on YouTube

youtube_video tzcBkVvlPXI · row tzcBkVvlPXI

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Falling

Listed as Roy Orbison – Falling (Only The Lonely) · Watch on YouTube

youtube_video x22rfbj0KGI · row x22rfbj0KGI

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Running Scared

Listed as Roy Orbison – Running Scared (Crying) · Watch on YouTube

youtube_video xRUpnmwt5zU · row xRUpnmwt5zU

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Blue Angel

Listed as Roy Orbison – Blue Angel (Sounds of 1960, Vol. 2) · Watch on YouTube

youtube_video zV4OyF8ql3Q · row zV4OyF8ql3Q

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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.