Yes. The Bangles has 138 songs listed in a dataset used to train AI music models.

Used for training 138

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 I'll Set You Free, Something To Believe In, What I Meant To Say

Listed under the artist name 138 songs in LAION-DISCO-12M

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

I'll Set You Free

Listed as The Bangles – I'll Set You Free (Greatest Hits) · Watch on YouTube

youtube_video 14GJxkS61i4 · row 14GJxkS61i4

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Something To Believe In

Listed as The Bangles – Something To Believe In (Everything) · Watch on YouTube

youtube_video 1BpGmx41W-w · row 1BpGmx41W-w

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What I Meant To Say

Listed as The Bangles – What I Meant To Say (Manic Monday) · Watch on YouTube

youtube_video 2doCLbPLOTQ · row 2doCLbPLOTQ

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Following

Listed as The Bangles – Following (Different Light (Alben für die Ewigkeit)) · Watch on YouTube

youtube_video 2lHRjkzVDaE · row 2lHRjkzVDaE

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Where Were You When I Needed You

Listed as The Bangles – Where Were You When I Needed You (Greatest Hits) · Watch on YouTube

youtube_video 4NPBnB_aC_w · row 4NPBnB_aC_w

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Tell Me

Listed as The Bangles – Tell Me (ALL OVER THE PLACE) · Watch on YouTube

youtube_video 5-xw1CYkmpw · row 5-xw1CYkmpw

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Not Like You

Listed as The Bangles – Not Like You (Different Light (Alben für die Ewigkeit)) · Watch on YouTube

youtube_video 5N2kj64L4QU · row 5N2kj64L4QU

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September Gurls (Live)

Listed as The Bangles – September Gurls (Live) (The Best - At The Syria Mosque Arena, Pittsburgh, Pa 13 Dec '86 (Live)) · Watch on YouTube

youtube_video 9nJFqN23z6c · row 9nJFqN23z6c

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Everything I Wanted

Listed as The Bangles – Everything I Wanted (Greatest Hits) · Watch on YouTube

youtube_video BhBFGyGUFt0 · row BhBFGyGUFt0

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In a Different Light

Listed as The Bangles – In a Different Light (Different Light (Alben für die Ewigkeit)) · Watch on YouTube

youtube_video Bp1yPOdmYpk · row Bp1yPOdmYpk

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I'll Set You Free

Listed as The Bangles – I'll Set You Free (Everything) · Watch on YouTube

youtube_video DfBKILzSk34 · row DfBKILzSk34

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Something That You Said

Listed as The Bangles – Something That You Said (Something That You Said) · Watch on YouTube

youtube_video DoRTNY9XC7c · row DoRTNY9XC7c

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Hero Takes a Fall (Single Remix)

Listed as The Bangles – Hero Takes a Fall (Single Remix) (ALL OVER THE PLACE) · Watch on YouTube

youtube_video GMCeBqa-OUA · row GMCeBqa-OUA

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If She Knew What She Wants (Live)

Listed as The Bangles – If She Knew What She Wants (Live) (The Best - At The Syria Mosque Arena, Pittsburgh, Pa 13 Dec '86 (Live)) · Watch on YouTube

youtube_video HFrz8m5IjgA · row HFrz8m5IjgA

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Bell Jar

Listed as The Bangles – Bell Jar (Everything) · Watch on YouTube

youtube_video ICF4vTuakEE · row ICF4vTuakEE

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If She Knew What She Wants

Listed as The Bangles – If She Knew What She Wants (Different Light (Alben für die Ewigkeit)) · Watch on YouTube

youtube_video IpEG57kUx-w · row IpEG57kUx-w

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Standing In the Hallway

Listed as The Bangles – Standing In the Hallway (Different Light (Alben für die Ewigkeit)) · Watch on YouTube

youtube_video IxUcu4iffiM · row IxUcu4iffiM

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Angels Don't Fall In Love

Listed as The Bangles – Angels Don't Fall In Love (Different Light (Alben für die Ewigkeit)) · Watch on YouTube

youtube_video JXcmQqOO01Q · row JXcmQqOO01Q

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Be With You (Single Mix)

Listed as The Bangles – Be With You (Single Mix) (Everything) · Watch on YouTube

youtube_video KQNAXg3Bi7w · row KQNAXg3Bi7w

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Going Down to Liverpool

Listed as The Bangles – Going Down to Liverpool (ALL OVER THE PLACE) · Watch on YouTube

youtube_video NK425Ckc7Wg · row NK425Ckc7Wg

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Let It Go (Live)

Listed as The Bangles – Let It Go (Live) (The Best - At The Syria Mosque Arena, Pittsburgh, Pa 13 Dec '86 (Live)) · Watch on YouTube

youtube_video Ocjkp0eL4Bs · row Ocjkp0eL4Bs

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James

Listed as The Bangles – James (ALL OVER THE PLACE) · Watch on YouTube

youtube_video PJAFoDSK7l8 · row PJAFoDSK7l8

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Let It Go

Listed as The Bangles – Let It Go (Different Light (Alben für die Ewigkeit)) · Watch on YouTube

youtube_video Pixx3uDPxqc · row Pixx3uDPxqc

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James (Live)

Listed as The Bangles – James (Live) (The Best - At The Syria Mosque Arena, Pittsburgh, Pa 13 Dec '86 (Live)) · Watch on YouTube

youtube_video S9mULEZV6wc · row S9mULEZV6wc

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Waiting For You

Listed as The Bangles – Waiting For You (Everything) · Watch on YouTube

youtube_video TC6TuMz70dY · row TC6TuMz70dY

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Live

Listed as The Bangles – Live (ALL OVER THE PLACE) · Watch on YouTube

youtube_video U4D3wTbBVGs · row U4D3wTbBVGs

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Manic Monday (Extended Remix)

Listed as The Bangles – Manic Monday (Extended Remix) (Walk Like An Egyptian: The Best Of The Bangles) · Watch on YouTube

youtube_video V7cCkqRnVdM · row V7cCkqRnVdM

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Getting Out Of Hand (2003 Remastered Version)

Listed as The Bangles – Getting Out Of Hand (2003 Remastered Version) (Something That You Said) · Watch on YouTube

youtube_video XQUexoGfaJg · row XQUexoGfaJg

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Return Post

Listed as The Bangles – Return Post (Different Light (Alben für die Ewigkeit)) · Watch on YouTube

youtube_video XsE7FYcWrH4 · row XsE7FYcWrH4

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Walking Down Your Street

Listed as The Bangles – Walking Down Your Street (Different Light (Alben für die Ewigkeit)) · Watch on YouTube

youtube_video XteivXHnSJE · row XteivXHnSJE

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In Your Room

Listed as The Bangles – In Your Room (Everything) · Watch on YouTube

youtube_video Zp9GGuRhecQ · row Zp9GGuRhecQ

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Complicated Girl

Listed as The Bangles – Complicated Girl (Everything) · Watch on YouTube

youtube_video ZsXfWF_DxMg · row ZsXfWF_DxMg

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Some Dreams Come True

Listed as The Bangles – Some Dreams Come True (Everything) · Watch on YouTube

youtube_video abA_ClZ60_Y · row abA_ClZ60_Y

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Walk Like an Egyptian

Listed as The Bangles – Walk Like an Egyptian (Different Light (Alben für die Ewigkeit)) · Watch on YouTube

youtube_video cTfNA_M8yiE · row cTfNA_M8yiE

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Be With You

Listed as The Bangles – Be With You (Greatest Hits) · Watch on YouTube

youtube_video ct_stBdWHvU · row ct_stBdWHvU

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Eternal Flame

Listed as The Bangles – Eternal Flame (Everything) · Watch on YouTube

youtube_video daG5ZQKlLgE · row daG5ZQKlLgE

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Eternal Flame (Acoustic Version)

Listed as The Bangles – Eternal Flame (Acoustic Version) (Something That You Said) · Watch on YouTube

youtube_video eW8_-pezsgQ · row eW8_-pezsgQ

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Manic Monday

Listed as The Bangles – Manic Monday (Different Light (Alben für die Ewigkeit)) · Watch on YouTube

youtube_video h460SkIHcKc · row h460SkIHcKc

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I Got Nothing (From "The Goonies" Soundtrack)

Listed as The Bangles – I Got Nothing (From "The Goonies" Soundtrack) (The Goonies (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video hKsA7Duiyd4 · row hKsA7Duiyd4

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Tear Off Your Own Head (It's A Doll Revolution)

Listed as The Bangles – Tear Off Your Own Head (It's A Doll Revolution) (I Will Take Care Of You) · Watch on YouTube

youtube_video iO_fjjO5j7Y · row iO_fjjO5j7Y

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Make A Play For Her Now

Listed as The Bangles – Make A Play For Her Now (Everything) · Watch on YouTube

youtube_video ib2ENgHneOc · row ib2ENgHneOc

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Dover Beach

Listed as The Bangles – Dover Beach (ALL OVER THE PLACE) · Watch on YouTube

youtube_video knM2h5nouwg · row knM2h5nouwg

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Hazy Shade of Winter

Listed as The Bangles – Hazy Shade of Winter (The Best Year Of My Life: 1988) · Watch on YouTube

youtube_video mBmFDpU-VGI · row mBmFDpU-VGI

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Glitter Years

Listed as The Bangles – Glitter Years (Everything) · Watch on YouTube

youtube_video mBw2wOKztLA · row mBw2wOKztLA

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Walking Down Your Street

Listed as The Bangles – Walking Down Your Street (Definitive Collection) · Watch on YouTube

youtube_video mPjL8OE7fuE · row mPjL8OE7fuE

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Watching The Sky

Listed as The Bangles – Watching The Sky (Everything) · Watch on YouTube

youtube_video nDoM5pwvfj4 · row nDoM5pwvfj4

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Walk Like an Egyptian (Extended Dance Mix)

Listed as The Bangles – Walk Like an Egyptian (Extended Dance Mix) (Walk Like An Egyptian: The Best Of The Bangles) · Watch on YouTube

youtube_video nRT2e9_vJdU · row nRT2e9_vJdU

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September Gurls

Listed as The Bangles – September Gurls (Different Light (Alben für die Ewigkeit)) · Watch on YouTube

youtube_video xYHEEnQ1qNc · row xYHEEnQ1qNc

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Going Down To Liverpool

Listed as The Bangles – Going Down To Liverpool (The Best - At The Syria Mosque Arena, Pittsburgh, Pa 13 Dec '86 (Live)) · Watch on YouTube

youtube_video xehWds1F2fg · row xehWds1F2fg

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Crash And Burn

Listed as The Bangles – Crash And Burn (Everything) · Watch on YouTube

youtube_video zlI6M6VFV8c · row zlI6M6VFV8c

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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.