Yes. Billy Cobb 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 Zuzu's Pedals (feat. Witchsy), Pennsylvania Pine, Appalachian Man

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.

Zuzu's Pedals (feat. Witchsy)

Listed as Billy Cobb – Zuzu's Pedals (feat. Witchsy) (Billy Cobb (Bear Album)) · Watch on YouTube

youtube_video -EXJUp5CQi0 · row -EXJUp5CQi0

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Pennsylvania Pine

Listed as Billy Cobb – Pennsylvania Pine (Black Hound) · Watch on YouTube

youtube_video -OAgdm0ctdg · row -OAgdm0ctdg

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Appalachian Man

Listed as Billy Cobb – Appalachian Man (Black Hound) · Watch on YouTube

youtube_video 1HBoUEb0GSU · row 1HBoUEb0GSU

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The Devil Was With Me

Listed as Billy Cobb – The Devil Was With Me (Black Hound) · Watch on YouTube

youtube_video 27Ue4Do-MVI · row 27Ue4Do-MVI

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I Want to Kick Baby Yoda in the Ribs

Listed as Billy Cobb – I Want to Kick Baby Yoda in the Ribs (Post-Bedroom Pop) · Watch on YouTube

youtube_video 2eMknKA34tI · row 2eMknKA34tI

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Girls Are Hot and I'm Afraid of Them

Listed as Billy Cobb – Girls Are Hot and I'm Afraid of Them (Graduating Life) · Watch on YouTube

youtube_video 49_zaPz-Uyg · row 49_zaPz-Uyg

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I See That Town

Listed as Billy Cobb – I See That Town (In My Restless Dreams...) · Watch on YouTube

youtube_video 6AHoRKCFYXw · row 6AHoRKCFYXw

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The Eagles Are The Reason That I Drink

Listed as Billy Cobb – The Eagles Are The Reason That I Drink (The Eagles Are The Reason That I Drink) · Watch on YouTube

youtube_video 6vpx-4YqKFs · row 6vpx-4YqKFs

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Oceans in Her Hair

Listed as Billy Cobb – Oceans in Her Hair (Zerwee, Pt. 2) · Watch on YouTube

youtube_video 735Nfz-b3O4 · row 735Nfz-b3O4

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Houses and Buildings

Listed as Billy Cobb – Houses and Buildings (Strokes of Incarceration) · Watch on YouTube

youtube_video 7wjauoN_8Qo · row 7wjauoN_8Qo

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Studer J37

Listed as Billy Cobb – Studer J37 (Billy Cobb) · Watch on YouTube

youtube_video B-oTWDnPNIM · row B-oTWDnPNIM

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In My Restless Dreams

Listed as Billy Cobb – In My Restless Dreams (In My Restless Dreams...) · Watch on YouTube

youtube_video Co5HbPqFHXI · row Co5HbPqFHXI

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Knoxville Girl

Listed as Billy Cobb – Knoxville Girl (Black Hound) · Watch on YouTube

youtube_video D44MdK2Ie40 · row D44MdK2Ie40

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No House Is Small Enough to Keep Us Together

Listed as Billy Cobb – No House Is Small Enough to Keep Us Together (Black Hound) · Watch on YouTube

youtube_video EMxXazVZ3M8 · row EMxXazVZ3M8

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Break the Ice (2020 Mix)

Listed as Billy Cobb – Break the Ice (2020 Mix) (Strokes of Incarceration (Anniversary Edition)) · Watch on YouTube

youtube_video EackjJW6oFM · row EackjJW6oFM

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Golden Years

Listed as Billy Cobb – Golden Years (2007) · Watch on YouTube

youtube_video GVR0WRShDAk · row GVR0WRShDAk

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Fun

Listed as Billy Cobb – Fun (The Boro) · Watch on YouTube

youtube_video GXY6p_TP3uU · row GXY6p_TP3uU

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Disorder

Listed as Billy Cobb – Disorder (Songs I Stole) · Watch on YouTube

youtube_video KbzMVWQP0Bk · row KbzMVWQP0Bk

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Amelia Rose

Listed as Billy Cobb – Amelia Rose (Black Hound) · Watch on YouTube

youtube_video Lhe6fbS1_Mg · row Lhe6fbS1_Mg

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Shrink

Listed as Billy Cobb – Shrink (Shrink) · Watch on YouTube

youtube_video LijVHv1ikqk · row LijVHv1ikqk

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Girls Like Guys Like Girls Like Guys

Listed as Billy Cobb – Girls Like Guys Like Girls Like Guys (Acedia) · Watch on YouTube

youtube_video MMh2Zxa6sw0 · row MMh2Zxa6sw0

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It Takes Two to Tango, so What's That Guy Doing Here?

Listed as Billy Cobb – It Takes Two to Tango, so What's That Guy Doing Here? (Billy Cobb (Bear Album)) · Watch on YouTube

youtube_video McSlk_p7sBM · row McSlk_p7sBM

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Grave

Listed as Billy Cobb – Grave (The Boro) · Watch on YouTube

youtube_video OrFUrTizDW4 · row OrFUrTizDW4

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Blockbuster Video

Listed as Billy Cobb – Blockbuster Video (Zerwee, Pt. 2) · Watch on YouTube

youtube_video PdJzRVpcckU · row PdJzRVpcckU

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Just The Way It Is

Listed as Billy Cobb – Just The Way It Is (Forgotten Words: Unreleased 2019-2022) · Watch on YouTube

youtube_video PeoPVePgqyI · row PeoPVePgqyI

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Lullaby

Listed as Billy Cobb – Lullaby (A Hundred Minus One Day) · Watch on YouTube

youtube_video Rnjp8O8Wvu8 · row Rnjp8O8Wvu8

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One More Lane

Listed as Billy Cobb – One More Lane (Black Hound) · Watch on YouTube

youtube_video Wqmtd_WAR0o · row Wqmtd_WAR0o

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Pepper's Ghost

Listed as Billy Cobb – Pepper's Ghost (Zerwee, Pt. 2) · Watch on YouTube

youtube_video Y4V1xpy05Ng · row Y4V1xpy05Ng

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Like a Virgin

Listed as Billy Cobb – Like a Virgin (More Songs I Stole) · Watch on YouTube

youtube_video YMhip6jMw7U · row YMhip6jMw7U

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What Am I Doing?

Listed as Billy Cobb – What Am I Doing? (Billy Cobb) · Watch on YouTube

youtube_video YjnRr4xvO7Y · row YjnRr4xvO7Y

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Naita Aka Oni

Listed as Billy Cobb – Naita Aka Oni (Zerwee, Pt. 2) · Watch on YouTube

youtube_video Zyyb1TLoLL0 · row Zyyb1TLoLL0

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I Wish You Loved Yourself (I Made This Song With Covid)

Listed as Billy Cobb – I Wish You Loved Yourself (I Made This Song With Covid) (Forgotten Words: Unreleased 2019-2022) · Watch on YouTube

youtube_video bcZ6m03jrhw · row bcZ6m03jrhw

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Valentine's Day

Listed as Billy Cobb – Valentine's Day (Valentine's Day) · Watch on YouTube

youtube_video bwLrOaJ-PkI · row bwLrOaJ-PkI

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III. The Party

Listed as Billy Cobb – III. The Party (Halloween IV) · Watch on YouTube

youtube_video d67vSK8BHbo · row d67vSK8BHbo

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Tingly Boi

Listed as Billy Cobb – Tingly Boi (Graduating Life) · Watch on YouTube

youtube_video eXxKmvwK9Fc · row eXxKmvwK9Fc

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Break the Ice

Listed as Billy Cobb – Break the Ice (Strokes of Incarceration) · Watch on YouTube

youtube_video f_J_fWi_JNM · row f_J_fWi_JNM

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The Paper Kingdom

Listed as Billy Cobb – The Paper Kingdom (The Paper Kingdom) · Watch on YouTube

youtube_video h9icIS7Pbck · row h9icIS7Pbck

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Pink Lemonade

Listed as Billy Cobb – Pink Lemonade (2007) · Watch on YouTube

youtube_video hjwSaUhaHkQ · row hjwSaUhaHkQ

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I Block the Rain

Listed as Billy Cobb – I Block the Rain (I Block the Rain) · Watch on YouTube

youtube_video nFFq7VENXeE · row nFFq7VENXeE

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Therapist

Listed as Billy Cobb – Therapist (Black Hound) · Watch on YouTube

youtube_video nOyssbnnhRk · row nOyssbnnhRk

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Blood

Listed as Billy Cobb – Blood (Halloween II) · Watch on YouTube

youtube_video qFS3pbv0InQ · row qFS3pbv0InQ

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17 Guns

Listed as Billy Cobb – 17 Guns (Black Hound) · Watch on YouTube

youtube_video r7tZYqw8d8M · row r7tZYqw8d8M

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The Greatest Generation

Listed as Billy Cobb – The Greatest Generation (Black Hound) · Watch on YouTube

youtube_video rQqy5tkyVVQ · row rQqy5tkyVVQ

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Sail Away, Old Friend

Listed as Billy Cobb – Sail Away, Old Friend (Zerwee, Pt. 2) · Watch on YouTube

youtube_video t4dNNzsa62k · row t4dNNzsa62k

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I Wish That I Was Younger

Listed as Billy Cobb – I Wish That I Was Younger (Zerwee, Pt. 2) · Watch on YouTube

youtube_video teXGV4rLCsQ · row teXGV4rLCsQ

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Bobby Hipp

Listed as Billy Cobb – Bobby Hipp (Billy Cobb (Bear Album)) · Watch on YouTube

youtube_video v7A6TzISKFw · row v7A6TzISKFw

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Rocky Horror (2020 Mix)

Listed as Billy Cobb – Rocky Horror (2020 Mix) (Strokes of Incarceration (Anniversary Edition)) · Watch on YouTube

youtube_video wUqpg5XuzDI · row wUqpg5XuzDI

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Quiet Now, They Won't Get Us This Time

Listed as Billy Cobb – Quiet Now, They Won't Get Us This Time (Forgotten Words: Unreleased 2019-2022) · Watch on YouTube

youtube_video yIy0uosZkac · row yIy0uosZkac

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Shoot for the Moon, Aim for the Heart

Listed as Billy Cobb – Shoot for the Moon, Aim for the Heart (A Hundred Minus One Day) · Watch on YouTube

youtube_video yvLp4Q_Pr90 · row yvLp4Q_Pr90

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Orihime and Hikoboshi

Listed as Billy Cobb – Orihime and Hikoboshi (Zerwee, Pt. 2) · Watch on YouTube

youtube_video zqvvr8Cd8dI · row zqvvr8Cd8dI

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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.