Yes. M. Ward has 150 songs listed in a dataset used to train AI music models.

Used for training 150

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 For All We Know, You’re So Good to Me, Girl From Conejo Valley

Listed under the artist name 150 songs in LAION-DISCO-12M

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

For All We Know

Listed as M. Ward – For All We Know (Think Of Spring) · Watch on YouTube

youtube_video --HEQ89JA3M · row --HEQ89JA3M

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You’re So Good to Me

Listed as M. Ward – You’re So Good to Me (More Rain) · Watch on YouTube

youtube_video 0j3ELRxYUI8 · row 0j3ELRxYUI8

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Girl From Conejo Valley

Listed as M. Ward – Girl From Conejo Valley (More Rain) · Watch on YouTube

youtube_video 11sf0zlsNxE · row 11sf0zlsNxE

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I Get Ideas

Listed as M. Ward – I Get Ideas (A Wasteland Companion) · Watch on YouTube

youtube_video 3b7GB1-G5GY · row 3b7GB1-G5GY

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Torch

Listed as M. Ward – Torch (Migration Stories) · Watch on YouTube

youtube_video 3wj_KMWrVng · row 3wj_KMWrVng

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Hold Time

Listed as M. Ward – Hold Time (Hold Time) · Watch on YouTube

youtube_video 4kZzEeJRNl4 · row 4kZzEeJRNl4

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Big Boat

Listed as M. Ward – Big Boat (Transistor Radio) · Watch on YouTube

youtube_video 5wbFM_8CWUg · row 5wbFM_8CWUg

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Well Tempered Clavier

Listed as M. Ward – Well Tempered Clavier (Transistor Radio) · Watch on YouTube

youtube_video 6pXTvvuqIiA · row 6pXTvvuqIiA

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new kerrang (feat. Scott McMicken and THE EVER-EXPANDING)

Listed as M. Ward – new kerrang (feat. Scott McMicken and THE EVER-EXPANDING) (supernatural thing) · Watch on YouTube

youtube_video 7lcEEH2qsDA · row 7lcEEH2qsDA

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i can't give everything away (feat. Jim James & Kelly Pratt)

Listed as M. Ward – i can't give everything away (feat. Jim James & Kelly Pratt) (supernatural thing) · Watch on YouTube

youtube_video 8buc3_OHbuY · row 8buc3_OHbuY

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Involuntary

Listed as M. Ward – Involuntary (Transfiguration of Vincent) · Watch on YouTube

youtube_video CavTigyzDrU · row CavTigyzDrU

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Unreal City

Listed as M. Ward – Unreal City (Migration Stories) · Watch on YouTube

youtube_video Cz3GD37OaXg · row Cz3GD37OaXg

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Chamber Music

Listed as M. Ward – Chamber Music (Migration Stories) · Watch on YouTube

youtube_video EB3J0Rl3KCw · row EB3J0Rl3KCw

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Duet for Guitars #2

Listed as M. Ward – Duet for Guitars #2 (Duet For Guitars #2) · Watch on YouTube

youtube_video Eyd0sBdi5Oo · row Eyd0sBdi5Oo

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Oh Lonesome Me (feat. Lucinda Williams)

Listed as M. Ward – Oh Lonesome Me (feat. Lucinda Williams) (Hold Time) · Watch on YouTube

youtube_video F-Jql9qJBOk · row F-Jql9qJBOk

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Little Baby

Listed as M. Ward – Little Baby (More Rain) · Watch on YouTube

youtube_video GmuWgtZt3Hw · row GmuWgtZt3Hw

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I'll Be Yr Bird

Listed as M. Ward – I'll Be Yr Bird (Transistor Radio (Deluxe Version)) · Watch on YouTube

youtube_video ISFgLCwVXd0 · row ISFgLCwVXd0

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Kind of Human

Listed as M. Ward – Kind of Human (What a Wonderful Industry) · Watch on YouTube

youtube_video JDCOGwAPHoI · row JDCOGwAPHoI

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A Voice at the End of the Line

Listed as M. Ward – A Voice at the End of the Line (Transfiguration of Vincent) · Watch on YouTube

youtube_video JvEZ2E3qHJE · row JvEZ2E3qHJE

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Carolina

Listed as M. Ward – Carolina (End of Amnesia) · Watch on YouTube

youtube_video NCRyaWqnMio · row NCRyaWqnMio

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Outro (AKA: I'm a Fool to Want You)

Listed as M. Ward – Outro (AKA: I'm a Fool to Want You) (Hold Time) · Watch on YouTube

youtube_video OV_dUF3XKpA · row OV_dUF3XKpA

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Radio Campaign

Listed as M. Ward – Radio Campaign (Transistor Radio) · Watch on YouTube

youtube_video QoW4n_EVq_Y · row QoW4n_EVq_Y

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Four Hours In Washington

Listed as M. Ward – Four Hours In Washington (Transistor Radio) · Watch on YouTube

youtube_video SIY49-XFPEU · row SIY49-XFPEU

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For Heaven's Sake

Listed as M. Ward – For Heaven's Sake (Think Of Spring) · Watch on YouTube

youtube_video WsQeiaIx9_E · row WsQeiaIx9_E

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O'Brien / O'Brien's Nocturne

Listed as M. Ward – O'Brien / O'Brien's Nocturne (End of Amnesia) · Watch on YouTube

youtube_video WsaQNoHtcvg · row WsaQNoHtcvg

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Today's Undertaking

Listed as M. Ward – Today's Undertaking (Post-War) · Watch on YouTube

youtube_video XNAcUCBCNKE · row XNAcUCBCNKE

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Wild Goose

Listed as M. Ward – Wild Goose (A Wasteland Companion) · Watch on YouTube

youtube_video XXKUNn2u7LM · row XXKUNn2u7LM

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To Save Me (feat. Jason Lytle)

Listed as M. Ward – To Save Me (feat. Jason Lytle) (Hold Time) · Watch on YouTube

youtube_video YmLaZMq1IFw · row YmLaZMq1IFw

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Fuel for Fire

Listed as M. Ward – Fuel for Fire (Transistor Radio (Deluxe Version)) · Watch on YouTube

youtube_video _NK4ODq1a4Y · row _NK4ODq1a4Y

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Oh Take Me Back

Listed as M. Ward – Oh Take Me Back (Transistor Radio) · Watch on YouTube

youtube_video amBc-qpAMq8 · row amBc-qpAMq8

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Stars of Leo

Listed as M. Ward – Stars of Leo (Hold Time) · Watch on YouTube

youtube_video esDFKgXVyg0 · row esDFKgXVyg0

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Clean Slate

Listed as M. Ward – Clean Slate (A Wasteland Companion) · Watch on YouTube

youtube_video fwWX8DZlBP4 · row fwWX8DZlBP4

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One Life Away

Listed as M. Ward – One Life Away (Transistor Radio) · Watch on YouTube

youtube_video kUp4fmo66Y0 · row kUp4fmo66Y0

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Daydream (feat. Alia Farah)

Listed as M. Ward, Alia Farah – Daydream (feat. Alia Farah) (Daydream) · Watch on YouTube

youtube_video lM8Hy7PQDRY · row lM8Hy7PQDRY

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You Still Believe In Me

Listed as M. Ward – You Still Believe In Me (Transistor Radio) · Watch on YouTube

youtube_video lQ7utBPL4AE · row lQ7utBPL4AE

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Afterword / Rag

Listed as M. Ward – Afterword / Rag (Post-War) · Watch on YouTube

youtube_video ozkC2Trp0o0 · row ozkC2Trp0o0

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Sweethearts On Parade

Listed as M. Ward – Sweethearts On Parade (Transistor Radio) · Watch on YouTube

youtube_video pss9xcAABN4 · row pss9xcAABN4

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Coyote Mary's Traveling Show

Listed as M. Ward – Coyote Mary's Traveling Show (Migration Stories) · Watch on YouTube

youtube_video qdycqJs2On0 · row qdycqJs2On0

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story of an artist

Listed as M. Ward – story of an artist (supernatural thing) · Watch on YouTube

youtube_video quYKAUxmr5o · row quYKAUxmr5o

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Crawl After You

Listed as M. Ward – Crawl After You (A Wasteland Companion) · Watch on YouTube

youtube_video r5xTyyubC8c · row r5xTyyubC8c

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The Story of an Artist

Listed as M Ward – The Story of an Artist (The Late Great Daniel Johnston: Discovered Covered) · Watch on YouTube

youtube_video shHS1Lkwt-U · row shHS1Lkwt-U

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Jailbird

Listed as M. Ward – Jailbird (Hold Time) · Watch on YouTube

youtube_video slMUK5CpWm0 · row slMUK5CpWm0

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Transfiguration #2

Listed as M. Ward – Transfiguration #2 (Transfiguration of Vincent) · Watch on YouTube

youtube_video tis6QaIvGEg · row tis6QaIvGEg

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I’m Listening (Child’s Theme)

Listed as M. Ward – I’m Listening (Child’s Theme) (More Rain) · Watch on YouTube

youtube_video vJc85VnWotE · row vJc85VnWotE

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Paul’s Song

Listed as M. Ward – Paul’s Song (Transistor Radio (Deluxe Version)) · Watch on YouTube

youtube_video vdb4LSG9M0g · row vdb4LSG9M0g

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Along the Santa Fe Trail

Listed as M. Ward – Along the Santa Fe Trail (Migration Stories) · Watch on YouTube

youtube_video wR2eua7N3Es · row wR2eua7N3Es

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for good

Listed as M. Ward – for good (supernatural thing) · Watch on YouTube

youtube_video xzDSvrAhoyI · row xzDSvrAhoyI

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Fool Says

Listed as M. Ward – Fool Says (Transfiguration of Vincent) · Watch on YouTube

youtube_video yEAhDXnsfYI · row yEAhDXnsfYI

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Pure Joy

Listed as M. Ward – Pure Joy (A Wasteland Companion) · Watch on YouTube

youtube_video ysus5P-ny2o · row ysus5P-ny2o

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Get to the Table On Time

Listed as M. Ward – Get to the Table On Time (Transfiguration of Vincent) · Watch on YouTube

youtube_video yvGkc8hJR20 · row yvGkc8hJR20

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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.