Yes. Bang Bang has 141 songs listed in a dataset used to train AI music models.

Used for training 141

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 Surfing These Waters, Thursday Comes (Quells Friday Dub), Bonus Track

Listed under the artist name 141 songs in LAION-DISCO-12M

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

Surfing These Waters

Listed as Bang Bang – Surfing These Waters (Decision) · Watch on YouTube

youtube_video -wng3G43dh0 · row -wng3G43dh0

LAION-DISCO-12M

Thursday Comes (Quells Friday Dub)

Listed as Bang Bang – Thursday Comes (Quells Friday Dub) (Thursday Comes - EP) · Watch on YouTube

youtube_video 0MAtGbdoW4o · row 0MAtGbdoW4o

LAION-DISCO-12M

Bonus Track

Listed as Bang! Bang! – Bonus Track (The Dirt That Makes You Drown) · Watch on YouTube

youtube_video 0klcTSgycqM · row 0klcTSgycqM

LAION-DISCO-12M

Thursday Comes (Littlemen Remix)

Listed as Bang Bang – Thursday Comes (Littlemen Remix) (Thursday Comes - EP) · Watch on YouTube

youtube_video 3I_gPr7g5pk · row 3I_gPr7g5pk

LAION-DISCO-12M

Feelin' Sexy (Jessie B. MF Club Mix)

Listed as Bang Bang – Feelin' Sexy (Jessie B. MF Club Mix) (Beach Club del Mar, Vol. 5 (Chill House Edition)) · Watch on YouTube

youtube_video 52YMQBzYYMQ · row 52YMQBzYYMQ

LAION-DISCO-12M

Electric Shock

Listed as Bang Bang – Electric Shock (Hit & Launch) · Watch on YouTube

youtube_video 6jL2B75JoU4 · row 6jL2B75JoU4

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Don't Think, Just Feel

Listed as Bang! Bang! – Don't Think, Just Feel (The Industry EP) · Watch on YouTube

youtube_video AYdA9EFDN8s · row AYdA9EFDN8s

LAION-DISCO-12M

Loaded Questions

Listed as Bang! Bang! – Loaded Questions (The Dirt That Makes You Drown) · Watch on YouTube

youtube_video At7qvW9-WNk · row At7qvW9-WNk

LAION-DISCO-12M

Susan Cries (Tidy Daps Remix)

Listed as Bang Bang – Susan Cries (Tidy Daps Remix) (Susan Cries) · Watch on YouTube

youtube_video BYaRRAV8HOs · row BYaRRAV8HOs

LAION-DISCO-12M

Meant To Be

Listed as Robyn Bennett, Bang Bang – Meant To Be (The SONG IS YOU) · Watch on YouTube

youtube_video JjFnNC6b_FY · row JjFnNC6b_FY

LAION-DISCO-12M

Rhythm Saloon (Shrewds Disco Dust Rub)

Listed as Bang Bang – Rhythm Saloon (Shrewds Disco Dust Rub) (Myna 15 Years Remixed) · Watch on YouTube

youtube_video KR5g94FH7oI · row KR5g94FH7oI

LAION-DISCO-12M

Cha Cha Will Get You

Listed as Bang Bang – Cha Cha Will Get You (Wow-Latin Musica La Fiesta Con Conga Conga) · Watch on YouTube

youtube_video OjXnJ_yXhWE · row OjXnJ_yXhWE

LAION-DISCO-12M

Broken (Giom Remix)

Listed as Bang Bang – Broken (Giom Remix) (Broken) · Watch on YouTube

youtube_video QED0t8afkFo · row QED0t8afkFo

LAION-DISCO-12M

Gimme The Night (Ryan Sullivan Remix 2) (feat. Ryan Sullivan)

Listed as Bang Bang – Gimme The Night (Ryan Sullivan Remix 2) (feat. Ryan Sullivan) (Gimme The Night) · Watch on YouTube

youtube_video Rwmpt4yt4AA · row Rwmpt4yt4AA

LAION-DISCO-12M

Hate Fleeting (Christopher Wilde Strip Her Remix)

Listed as Bang Bang – Hate Fleeting (Christopher Wilde Strip Her Remix) (Hate Fleeting) · Watch on YouTube

youtube_video S6qbIUig6Rs · row S6qbIUig6Rs

LAION-DISCO-12M

Rip Bang Bang

Listed as Bang Bang – Rip Bang Bang (Starvation Mixtape) · Watch on YouTube

youtube_video WaON4Hx-AqU · row WaON4Hx-AqU

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Not Giving It Up

Listed as Bang Bang – Not Giving It Up (Not Giving It Up) · Watch on YouTube

youtube_video X5oqeUipBHM · row X5oqeUipBHM

LAION-DISCO-12M

Puravida

Listed as Bang Bang – Puravida (Decision) · Watch on YouTube

youtube_video X8hQlQ8m_J4 · row X8hQlQ8m_J4

LAION-DISCO-12M

Right On Time

Listed as Robyn Bennett, Bang Bang – Right On Time (The SONG IS YOU) · Watch on YouTube

youtube_video Xm51tTOrU_U · row Xm51tTOrU_U

LAION-DISCO-12M

Rideg hely

Listed as Bang Bang – Rideg hely (Rideg hely (EP)) · Watch on YouTube

youtube_video Z6H09Aarm38 · row Z6H09Aarm38

LAION-DISCO-12M

Dirty Fingernails

Listed as Bang! Bang! – Dirty Fingernails (The Dirt That Makes You Drown) · Watch on YouTube

youtube_video _L0G7FberG4 · row _L0G7FberG4

LAION-DISCO-12M

Fucking the DJ (Terry G's All Night Long Dub)

Listed as Bang Bang – Fucking the DJ (Terry G's All Night Long Dub) (Remixed 01) · Watch on YouTube

youtube_video _cpOXSoDIn0 · row _cpOXSoDIn0

LAION-DISCO-12M

Elevation

Listed as Bang Bang, Music Matters – Elevation (Elevation) · Watch on YouTube

youtube_video cqVbpknEqPQ · row cqVbpknEqPQ

LAION-DISCO-12M

Susan Cries (Rhythm Plate Dark Mix)

Listed as Bang Bang – Susan Cries (Rhythm Plate Dark Mix) (Susan Cries) · Watch on YouTube

youtube_video dU23eYCG1y4 · row dU23eYCG1y4

LAION-DISCO-12M

Susan Cries (Erefaan Pearce Remix)

Listed as Bang Bang – Susan Cries (Erefaan Pearce Remix) (Susan Cries) · Watch on YouTube

youtube_video eDE51Lpx3JU · row eDE51Lpx3JU

LAION-DISCO-12M

Bikini Days (Q-Burns Abstract Message Remix)

Listed as Bang Bang – Bikini Days (Q-Burns Abstract Message Remix) (Bikini Days) · Watch on YouTube

youtube_video giN7hPhk_I4 · row giN7hPhk_I4

LAION-DISCO-12M

Liar

Listed as Bang! Bang! – Liar (The Dirt That Makes You Drown) · Watch on YouTube

youtube_video gpZ9Ahn33jI · row gpZ9Ahn33jI

LAION-DISCO-12M

On Fire

Listed as Bang! Bang! – On Fire (Electric Sex) · Watch on YouTube

youtube_video ibWsTaQaRaM · row ibWsTaQaRaM

LAION-DISCO-12M

Félig üres

Listed as Bang Bang – Félig üres (Rideg hely (EP)) · Watch on YouTube

youtube_video jBhed3aSWnc · row jBhed3aSWnc

LAION-DISCO-12M

In The Bowl (Jevne Remix)

Listed as Bang Bang – In The Bowl (Jevne Remix) (In The Bowl) · Watch on YouTube

youtube_video k629TmFfYeg · row k629TmFfYeg

LAION-DISCO-12M

Gimme The Night (Craig Peters Remix) (feat. Craig Peters)

Listed as Bang Bang – Gimme The Night (Craig Peters Remix) (feat. Craig Peters) (Gimme The Night) · Watch on YouTube

youtube_video kfdQc1s1ycE · row kfdQc1s1ycE

LAION-DISCO-12M

Care

Listed as Bang Bang – Care (Silicone) · Watch on YouTube

youtube_video kqUvgBtfxUw · row kqUvgBtfxUw

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I Don't Care If I'm Blue

Listed as Bang Bang – I Don't Care If I'm Blue (Hit & Launch) · Watch on YouTube

youtube_video nSsCmNmZTpM · row nSsCmNmZTpM

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Peace

Listed as Bang Bang – Peace (Decision) · Watch on YouTube

youtube_video nhbtaL66O34 · row nhbtaL66O34

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Hate Fleeting (Leigh Deep Way Too Deep Mix)

Listed as Bang Bang – Hate Fleeting (Leigh Deep Way Too Deep Mix) (Hate Fleeting) · Watch on YouTube

youtube_video oHk0ZcuvojY · row oHk0ZcuvojY

LAION-DISCO-12M

Troubles (Let's Nuke 'Em High!)

Listed as Bang Bang – Troubles (Let's Nuke 'Em High!) (Hit & Launch) · Watch on YouTube

youtube_video pKoV_VkBxRQ · row pKoV_VkBxRQ

LAION-DISCO-12M

Don't Sit Under the Apple Tree with Anyone Else But Me

Listed as Bang Bang – Don't Sit Under the Apple Tree with Anyone Else But Me (Silicone) · Watch on YouTube

youtube_video sK1OAFkRU2U · row sK1OAFkRU2U

LAION-DISCO-12M

Frozen In Time (Mag Beat Remix)

Listed as Bang Bang – Frozen In Time (Mag Beat Remix) (Azucar Sampler Vol. 1) · Watch on YouTube

youtube_video vyx2-JJ8lwk · row vyx2-JJ8lwk

LAION-DISCO-12M

Candystop

Listed as Bang! Bang! – Candystop (Electric Sex) · Watch on YouTube

youtube_video wTatWobiXtg · row wTatWobiXtg

LAION-DISCO-12M

Broken (Bang Bang's Shattered Dub)

Listed as Bang Bang – Broken (Bang Bang's Shattered Dub) (Broken) · Watch on YouTube

youtube_video zkMOZIkH9uo · row zkMOZIkH9uo

LAION-DISCO-12M

Broken (Yse Dub)

Listed as Bang Bang – Broken (Yse Dub) (Broken) · Watch on YouTube

youtube_video zzbqfGK1x3g · row zzbqfGK1x3g

LAION-DISCO-12M

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.