Yes. Ben Harper has 185 songs listed in a dataset used to train AI music models.

Used for training 185

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 Uneven Days, One Road To Freedom, How Many Miles Must We March

Listed under the artist name 185 songs in LAION-DISCO-12M

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

Uneven Days

Listed as Ben Harper – Uneven Days (Uneven Days) · Watch on YouTube

youtube_video -OKKBH7ngoE · row -OKKBH7ngoE

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One Road To Freedom

Listed as Ben Harper – One Road To Freedom (Fight For Your Mind) · Watch on YouTube

youtube_video -OXOx-zxGj0 · row -OXOx-zxGj0

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How Many Miles Must We March

Listed as Ben Harper – How Many Miles Must We March (Welcome To The Cruel World) · Watch on YouTube

youtube_video 216QGXho0ro · row 216QGXho0ro

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Waiting On An Angel (Live)

Listed as Ben Harper & The Innocent Criminals – Waiting On An Angel (Live) (Live From Mars (Live)) · Watch on YouTube

youtube_video 2d0YM0JQrqs · row 2d0YM0JQrqs

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Steal My Kisses (Live)

Listed as Ben Harper & The Innocent Criminals – Steal My Kisses (Live) (Live From Mars (Live)) · Watch on YouTube

youtube_video 34N2OuQTlds · row 34N2OuQTlds

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When It's Good

Listed as Ben Harper – When It's Good (Diamonds On The Inside) · Watch on YouTube

youtube_video 3QEzKqXjTfM · row 3QEzKqXjTfM

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Burn One Down (Live)

Listed as Ben Harper & The Innocent Criminals – Burn One Down (Live) (Live From Mars (Live)) · Watch on YouTube

youtube_video 4DrgYGPB9UY · row 4DrgYGPB9UY

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Waiting For You

Listed as Ben Harper – Waiting For You (Both Sides Of The Gun) · Watch on YouTube

youtube_video 5iXUl9NSuag · row 5iXUl9NSuag

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Widow Of A Living Man

Listed as Ben Harper – Widow Of A Living Man (The Will To Live) · Watch on YouTube

youtube_video 7AfU4Apzelw · row 7AfU4Apzelw

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Mama's Got A Girlfriend Now

Listed as Ben Harper – Mama's Got A Girlfriend Now (Welcome To The Cruel World) · Watch on YouTube

youtube_video A_zVFa5udes · row A_zVFa5udes

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I Will Not Be Broken

Listed as Ben Harper – I Will Not Be Broken (Give Till It's Gone) · Watch on YouTube

youtube_video AgsSaywY7Zs · row AgsSaywY7Zs

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Less

Listed as Ben Harper & The Innocent Criminals – Less (Burn To Shine) · Watch on YouTube

youtube_video BHQ7JtKwEw4 · row BHQ7JtKwEw4

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Roses From My Friends (Live)

Listed as Ben Harper & The Innocent Criminals – Roses From My Friends (Live) (Live From Mars (Live)) · Watch on YouTube

youtube_video BOieRXQwY_4 · row BOieRXQwY_4

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The Will To Live

Listed as Ben Harper – The Will To Live (The Will To Live) · Watch on YouTube

youtube_video C7h5SeFbJkU · row C7h5SeFbJkU

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Don't Take That Attitude To Your Grave

Listed as Ben Harper – Don't Take That Attitude To Your Grave (Welcome To The Cruel World) · Watch on YouTube

youtube_video CD6XeLu7f4Q · row CD6XeLu7f4Q

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People Lead

Listed as Ben Harper – People Lead (Fight For Your Mind) · Watch on YouTube

youtube_video IwNoEpEEuq8 · row IwNoEpEEuq8

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Beautiful Boy

Listed as Ben Harper – Beautiful Boy (Instant Karma: The Amnesty International Campaign To Save Darfur) · Watch on YouTube

youtube_video J6dzx-1lL8Q · row J6dzx-1lL8Q

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Suzie Blue

Listed as Ben Harper & The Innocent Criminals – Suzie Blue (Burn To Shine) · Watch on YouTube

youtube_video KGW2ONhV93U · row KGW2ONhV93U

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Fly One Time

Listed as Ben Harper And The Relentless 7 – Fly One Time (White Lies For Dark Times (Deluxe Edition)) · Watch on YouTube

youtube_video M9wlbm_bXlI · row M9wlbm_bXlI

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A House Is A Home

Listed as Ben Harper, Ellen Harper – A House Is A Home (Childhood Home) · Watch on YouTube

youtube_video MW6y9Oupe8s · row MW6y9Oupe8s

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Number Three

Listed as Ben Harper – Number Three (The Will To Live) · Watch on YouTube

youtube_video NFrTxxeG7cU · row NFrTxxeG7cU

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Excuse Me Mr. (Live)

Listed as Ben Harper & The Innocent Criminals – Excuse Me Mr. (Live) (Live From Mars (Live)) · Watch on YouTube

youtube_video NQyevXRT2m0 · row NQyevXRT2m0

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Shine

Listed as Ben Harper & The Innocent Criminals – Shine (Call It What It Is) · Watch on YouTube

youtube_video NXN5k2ooeFM · row NXN5k2ooeFM

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Beloved One

Listed as Ben Harper & The Innocent Criminals – Beloved One (Burn To Shine) · Watch on YouTube

youtube_video RDrficVezc0 · row RDrficVezc0

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Learn It All Again Tomorrow

Listed as Ben Harper, Ellen Harper – Learn It All Again Tomorrow (Childhood Home) · Watch on YouTube

youtube_video ReSbn7X8htI · row ReSbn7X8htI

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Faithfully Remain

Listed as Ben Harper And The Relentless 7 – Faithfully Remain (White Lies For Dark Times) · Watch on YouTube

youtube_video TUgx4QTsV3U · row TUgx4QTsV3U

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Please Bleed (Live)

Listed as Ben Harper & The Innocent Criminals – Please Bleed (Live) (Live From Mars (Live)) · Watch on YouTube

youtube_video UVVL_FXUJCQ · row UVVL_FXUJCQ

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Ashes

Listed as Ben Harper – Ashes (The Will To Live) · Watch on YouTube

youtube_video Wuhn7dtfbxI · row Wuhn7dtfbxI

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Not Fire, Not Ice (Live)

Listed as Ben Harper & The Innocent Criminals – Not Fire, Not Ice (Live) (Live From Mars (Live)) · Watch on YouTube

youtube_video ZaDhCvhYuq0 · row ZaDhCvhYuq0

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Touch From Your Lust

Listed as Ben Harper – Touch From Your Lust (Diamonds On The Inside) · Watch on YouTube

youtube_video bKjAAx-OZM8 · row bKjAAx-OZM8

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Blessed To Be A Witness

Listed as Ben Harper – Blessed To Be A Witness (Diamonds On The Inside) · Watch on YouTube

youtube_video cCqx9ZaRU44 · row cCqx9ZaRU44

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God Fearing Man

Listed as Ben Harper – God Fearing Man (Fight For Your Mind) · Watch on YouTube

youtube_video c_Ak7LG-TW0 · row c_Ak7LG-TW0

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Brown Eyed Blues

Listed as Ben Harper – Brown Eyed Blues (Diamonds On The Inside) · Watch on YouTube

youtube_video eJC0QFNiDQA · row eJC0QFNiDQA

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Woman In You (Live)

Listed as Ben Harper & The Innocent Criminals – Woman In You (Live) (Live From Mars (Live)) · Watch on YouTube

youtube_video gAfuZ838ha4 · row gAfuZ838ha4

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We Need To Talk About It

Listed as Ben Harper – We Need To Talk About It (Bloodline Maintenance) · Watch on YouTube

youtube_video gn7uUmtDwTg · row gn7uUmtDwTg

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Homeless Child

Listed as Ben Harper – Homeless Child (The Will To Live) · Watch on YouTube

youtube_video kDOwKv4LpIQ · row kDOwKv4LpIQ

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Trying Not To Fall In Love With You

Listed as Ben Harper – Trying Not To Fall In Love With You (Wide Open Light) · Watch on YouTube

youtube_video l-Mjh7wvgW8 · row l-Mjh7wvgW8

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Pleasure And Pain

Listed as Ben Harper – Pleasure And Pain (Welcome To The Cruel World) · Watch on YouTube

youtube_video lq6UGTg3sZ4 · row lq6UGTg3sZ4

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Give Me Love (Give Me Peace on Earth) (Live)

Listed as Ben Harper – Give Me Love (Give Me Peace on Earth) (Live) (George Fest: A Night to Celebrate the Music of George Harrison) · Watch on YouTube

youtube_video md4OG1wji7w · row md4OG1wji7w

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Forgiven

Listed as Ben Harper & The Innocent Criminals – Forgiven (Burn To Shine) · Watch on YouTube

youtube_video mr4tRI7uLjY · row mr4tRI7uLjY

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With My Own Two Hands

Listed as Ben Harper – With My Own Two Hands (Reggae On The River (Live)) · Watch on YouTube

youtube_video nR3mzm0wLS0 · row nR3mzm0wLS0

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Alone (Live)

Listed as Ben Harper & The Innocent Criminals – Alone (Live) (Live From Mars (Live)) · Watch on YouTube

youtube_video oAdjcGSP-6c · row oAdjcGSP-6c

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Heart and Crown

Listed as Ben Harper – Heart and Crown (Wide Open Light) · Watch on YouTube

youtube_video oznHFU9XjYI · row oznHFU9XjYI

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Give A Man A Home

Listed as Ben Harper – Give A Man A Home (Fight For Your Mind) · Watch on YouTube

youtube_video pA6Fo2H0tNU · row pA6Fo2H0tNU

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Need To Know Basis

Listed as Ben Harper – Need To Know Basis (Bloodline Maintenance) · Watch on YouTube

youtube_video pefuFM6ZYpQ · row pefuFM6ZYpQ

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Glory & Consequence (Live)

Listed as Ben Harper & The Innocent Criminals – Glory & Consequence (Live) (Live From Mars (Live)) · Watch on YouTube

youtube_video rwlip5laD3s · row rwlip5laD3s

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Giving Ghosts

Listed as Ben Harper – Giving Ghosts (Wide Open Light) · Watch on YouTube

youtube_video s5rAVwqQlrM · row s5rAVwqQlrM

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Masterpiece

Listed as Ben Harper – Masterpiece (Wide Open Light) · Watch on YouTube

youtube_video toy4B6FHsVQ · row toy4B6FHsVQ

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I Shall Not Walk Alone

Listed as Ben Harper – I Shall Not Walk Alone (The Will To Live) · Watch on YouTube

youtube_video uIU7N0MEZ9E · row uIU7N0MEZ9E

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Roses From My Friends

Listed as Ben Harper – Roses From My Friends (The Will To Live) · Watch on YouTube

youtube_video xHo9rk0ISGU · row xHo9rk0ISGU

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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.