Yes. R.E.M. has 149 songs listed in a dataset used to train AI music models.

Used for training 149

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 King Of Comedy, Animal, Losing My Religion (Live / Acoustic)

Listed under the artist name 149 songs in LAION-DISCO-12M

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

King Of Comedy

Listed as R.E.M. – King Of Comedy (Monster) · Watch on YouTube

youtube_video 014O8uUOAuU · row 014O8uUOAuU

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Animal

Listed as R.E.M. – Animal (In Time: The Best Of R.E.M. 1988-2003) · Watch on YouTube

youtube_video 26GBKj3BnK4 · row 26GBKj3BnK4

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Losing My Religion (Live / Acoustic)

Listed as R.E.M. – Losing My Religion (Live / Acoustic) (Losing My Religion) · Watch on YouTube

youtube_video 4owJT6Pz0Xs · row 4owJT6Pz0Xs

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Maps And Legends

Listed as R.E.M. – Maps And Legends (Fables Of The Reconstruction) · Watch on YouTube

youtube_video 7bkse0EO090 · row 7bkse0EO090

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King Of Birds

Listed as R.E.M. – King Of Birds (Document (R.E.M. No. 5)) · Watch on YouTube

youtube_video ASokyb7oqdM · row ASokyb7oqdM

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Exhuming McCarthy

Listed as R.E.M. – Exhuming McCarthy (Document (R.E.M. No. 5)) · Watch on YouTube

youtube_video Az5dzXRRh4E · row Az5dzXRRh4E

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Hairshirt

Listed as R.E.M. – Hairshirt (Green) · Watch on YouTube

youtube_video BNkr95LMXnY · row BNkr95LMXnY

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Undertow

Listed as R.E.M. – Undertow (New Adventures In Hi-Fi) · Watch on YouTube

youtube_video DRVfAzE9lBs · row DRVfAzE9lBs

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Every Day Is Yours To Win

Listed as R.E.M. – Every Day Is Yours To Win (Collapse Into Now) · Watch on YouTube

youtube_video DWtlPU4mv44 · row DWtlPU4mv44

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Strange

Listed as R.E.M. – Strange (Document (R.E.M. No. 5)) · Watch on YouTube

youtube_video DYOomB4Vte4 · row DYOomB4Vte4

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I Remember California

Listed as R.E.M. – I Remember California (Green) · Watch on YouTube

youtube_video DaziBE2UKSQ · row DaziBE2UKSQ

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Daysleeper (Live From Pyramid Stage, Glastonbury Festival / 1999)

Listed as R.E.M. – Daysleeper (Live From Pyramid Stage, Glastonbury Festival / 1999) (R.E.M. At The BBC (Live)) · Watch on YouTube

youtube_video DtO7MAphtyo · row DtO7MAphtyo

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Strange Currencies (Live Road Movie Version)

Listed as R.E.M. – Strange Currencies (Live Road Movie Version) (Strange Currencies) · Watch on YouTube

youtube_video ENvBxG5mN0k · row ENvBxG5mN0k

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Disturbance At The Heron House

Listed as R.E.M. – Disturbance At The Heron House (Document (R.E.M. No. 5)) · Watch on YouTube

youtube_video EqBcKRz1BPc · row EqBcKRz1BPc

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Fireplace

Listed as R.E.M. – Fireplace (Document (R.E.M. No. 5)) · Watch on YouTube

youtube_video Etb2xinNstA · row Etb2xinNstA

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Moral Kiosk (Murmer Version)

Listed as R.E.M. – Moral Kiosk (Murmer Version) (Murmur) · Watch on YouTube

youtube_video FGocbqdhlzE · row FGocbqdhlzE

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Carnival Of Sorts (Boxcars)

Listed as R.E.M. – Carnival Of Sorts (Boxcars) (Chronic Town) · Watch on YouTube

youtube_video I2ldtKJbNQQ · row I2ldtKJbNQQ

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Rasa Sayang

Listed as SM Salim, Intan Sarafina, Anuar Zain, Rem – Rasa Sayang (Ikan Kekek) · Watch on YouTube

youtube_video I3VNeFADcyc · row I3VNeFADcyc

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Untitled

Listed as R.E.M. – Untitled (Green) · Watch on YouTube

youtube_video KA2n60NoOwY · row KA2n60NoOwY

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9-9

Listed as R.E.M. – 9-9 (Murmur) · Watch on YouTube

youtube_video NaBdqnPp1qo · row NaBdqnPp1qo

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Let Me In

Listed as R.E.M. – Let Me In (Monster) · Watch on YouTube

youtube_video QOk0RtpT6qM · row QOk0RtpT6qM

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New Test Leper

Listed as R.E.M. – New Test Leper (New Adventures In Hi-Fi) · Watch on YouTube

youtube_video RXr_LrQ5X7c · row RXr_LrQ5X7c

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Oddfellows Local 151

Listed as R.E.M. – Oddfellows Local 151 (Document (R.E.M. No. 5)) · Watch on YouTube

youtube_video RsVH_lYFLyY · row RsVH_lYFLyY

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You're In The Air

Listed as R.E.M. – You're In The Air (Up) · Watch on YouTube

youtube_video S0vgnMjgozI · row S0vgnMjgozI

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Catapult

Listed as R.E.M. – Catapult (Murmur) · Watch on YouTube

youtube_video S8kSzW2XVTw · row S8kSzW2XVTw

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The One I Love (Live)

Listed as R.E.M. – The One I Love (Live) (R.E.M. Live) · Watch on YouTube

youtube_video VFwX4Y2hPVk · row VFwX4Y2hPVk

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Shiny Happy People

Listed as Muppet Rockers, R.E.M. – Shiny Happy People (Sesame Street: Songs From The Street, Vol. 6) · Watch on YouTube

youtube_video VeMr7ciyIBA · row VeMr7ciyIBA

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Wendell Gee

Listed as R.E.M. – Wendell Gee (Fables Of The Reconstruction) · Watch on YouTube

youtube_video W__V4BqfChI · row W__V4BqfChI

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The Outsiders (feat. Q-Tip)

Listed as R.E.M. – The Outsiders (feat. Q-Tip) (Around The Sun) · Watch on YouTube

youtube_video YpgCR2hVE7k · row YpgCR2hVE7k

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Swan Swan H

Listed as R.E.M. – Swan Swan H (Lifes Rich Pageant (Deluxe Edition)) · Watch on YouTube

youtube_video _NSJbEeNSe0 · row _NSJbEeNSe0

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I Took Your Name

Listed as R.E.M. – I Took Your Name (Monster) · Watch on YouTube

youtube_video cPxsubj0vo8 · row cPxsubj0vo8

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Be Mine

Listed as R.E.M. – Be Mine (New Adventures In Hi-Fi) · Watch on YouTube

youtube_video dHUmRkbAHBA · row dHUmRkbAHBA

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Drive (Live)

Listed as R.E.M. – Drive (Live) (Automatic For The People (25th Anniversary Edition)) · Watch on YouTube

youtube_video hTUXaOQmnCs · row hTUXaOQmnCs

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So Fast, So Numb

Listed as R.E.M. – So Fast, So Numb (New Adventures In Hi-Fi) · Watch on YouTube

youtube_video hhY5J2C9fJk · row hhY5J2C9fJk

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Circus Envy

Listed as R.E.M. – Circus Envy (Monster) · Watch on YouTube

youtube_video incJC_M1feg · row incJC_M1feg

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Green Grow The Rushes

Listed as R.E.M. – Green Grow The Rushes (Fables Of The Reconstruction) · Watch on YouTube

youtube_video nJp2yfBmjCs · row nJp2yfBmjCs

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I've Been High

Listed as R.E.M. – I've Been High (Reveal) · Watch on YouTube

youtube_video nU_qdWJqXrM · row nU_qdWJqXrM

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The Wrong Child

Listed as R.E.M. – The Wrong Child (Green) · Watch on YouTube

youtube_video n_7VBTFIbq8 · row n_7VBTFIbq8

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Radio Free Europe

Listed as R.E.M. – Radio Free Europe (Radio Free Europe (Original Hib-Tone Single)) · Watch on YouTube

youtube_video nr8sLm_d3sw · row nr8sLm_d3sw

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Crush With Eyeliner (Live From Pyramid Stage, Glastonbury Festival / 1999)

Listed as R.E.M. – Crush With Eyeliner (Live From Pyramid Stage, Glastonbury Festival / 1999) (R.E.M. At The BBC (Live)) · Watch on YouTube

youtube_video oFMuHF2mhuo · row oFMuHF2mhuo

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Discoverer

Listed as R.E.M. – Discoverer (Collapse Into Now) · Watch on YouTube

youtube_video qcvSxJPzYK4 · row qcvSxJPzYK4

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Living Well Is The Best Revenge

Listed as R.E.M. – Living Well Is The Best Revenge (Accelerate) · Watch on YouTube

youtube_video rj55GSeXYuI · row rj55GSeXYuI

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Lebaran Ini

Listed as Raihan, NowSeeHeart, Rem, Ajai – Lebaran Ini (Maafkan) · Watch on YouTube

youtube_video sroWSFhfDvg · row sroWSFhfDvg

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Shaking Through

Listed as R.E.M. – Shaking Through (Murmur) · Watch on YouTube

youtube_video te3Iit_VYW8 · row te3Iit_VYW8

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You

Listed as R.E.M. – You (Monster) · Watch on YouTube

youtube_video toC2OUfihJc · row toC2OUfihJc

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The Wake-Up Bomb

Listed as R.E.M. – The Wake-Up Bomb (New Adventures In Hi-Fi) · Watch on YouTube

youtube_video vuYn0sTQ3iQ · row vuYn0sTQ3iQ

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All the Right Friends

Listed as R.E.M. – All the Right Friends (The Coolest Songs in the World! Vol. 7) · Watch on YouTube

youtube_video xeoV7MUvf4o · row xeoV7MUvf4o

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Electron Blue

Listed as R.E.M. – Electron Blue (Around The Sun) · Watch on YouTube

youtube_video xiBrroNOigY · row xiBrroNOigY

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We Walk

Listed as R.E.M. – We Walk (Murmur) · Watch on YouTube

youtube_video yD7TKQpRYAQ · row yD7TKQpRYAQ

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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.