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 James (Live 1984 Broadcast Remastered), Hero Takes A Fall (Live), Manic Monday (Live)

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.

James (Live 1984 Broadcast Remastered)

Listed as The Bangles – James (Live 1984 Broadcast Remastered) (Legendary FM Broadcasts - The Ritz, East Village NY 28 September 1984) · Watch on YouTube

youtube_video 01SG3_6f5_I · row 01SG3_6f5_I

LAION-DISCO-12M

Hero Takes A Fall (Live)

Listed as The Bangles – Hero Takes A Fall (Live) (All Our Days) · Watch on YouTube

youtube_video 34WwHH1fk_A · row 34WwHH1fk_A

LAION-DISCO-12M

Manic Monday (Live)

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

youtube_video 3Uv-lyJdZ6g · row 3Uv-lyJdZ6g

LAION-DISCO-12M

Dover Beach (Live 1984 Broadcast Remastered)

Listed as The Bangles – Dover Beach (Live 1984 Broadcast Remastered) (Legendary FM Broadcasts - The Ritz, East Village NY 28 September 1984) · Watch on YouTube

youtube_video 4tNH_1b3Xwc · row 4tNH_1b3Xwc

LAION-DISCO-12M

Where Were You When I Needed You (Live 1984 Broadcast Remastered)

Listed as The Bangles – Where Were You When I Needed You (Live 1984 Broadcast Remastered) (Legendary FM Broadcasts - The Ritz, East Village NY 28 September 1984) · Watch on YouTube

youtube_video 6B-epkgGBGI · row 6B-epkgGBGI

LAION-DISCO-12M

James (Live)

Listed as The Bangles – James (Live) (All Our Days) · Watch on YouTube

youtube_video 9TtP5lCbX5s · row 9TtP5lCbX5s

LAION-DISCO-12M

Restless (Live)

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

youtube_video 9pmC3zPI104 · row 9pmC3zPI104

LAION-DISCO-12M

I Want You (Live)

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

youtube_video 9ySarmYtN8c · row 9ySarmYtN8c

LAION-DISCO-12M

7 & 7 Is (Live 1984 Broadcast Remastered)

Listed as The Bangles – 7 & 7 Is (Live 1984 Broadcast Remastered) (Legendary FM Broadcasts - The Ritz, East Village NY 28 September 1984) · Watch on YouTube

youtube_video AknGmTqqvL8 · row AknGmTqqvL8

LAION-DISCO-12M

Tell Me (Live 1984 Broadcast Remastered)

Listed as The Bangles – Tell Me (Live 1984 Broadcast Remastered) (Legendary FM Broadcasts - The Ritz, East Village NY 28 September 1984) · Watch on YouTube

youtube_video BYj75qHSx2I · row BYj75qHSx2I

LAION-DISCO-12M

Pushin' Too Hard (Live)

Listed as The Bangles – Pushin' Too Hard (Live) (All Our Days) · Watch on YouTube

youtube_video CNRd5FpasAI · row CNRd5FpasAI

LAION-DISCO-12M

Walking Down Your Street (Live)

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

youtube_video CbiV9Iyc4vo · row CbiV9Iyc4vo

LAION-DISCO-12M

I'm Not Talking (Live 1984 Broadcast Remastered)

Listed as The Bangles – I'm Not Talking (Live 1984 Broadcast Remastered) (Legendary FM Broadcasts - The Ritz, East Village NY 28 September 1984) · Watch on YouTube

youtube_video DHObJkhevGQ · row DHObJkhevGQ

LAION-DISCO-12M

Live (Live 1984 Broadcast Remastered)

Listed as The Bangles – Live (Live 1984 Broadcast Remastered) (Legendary FM Broadcasts - The Ritz, East Village NY 28 September 1984) · Watch on YouTube

youtube_video EvNshVE14aY · row EvNshVE14aY

LAION-DISCO-12M

Live

Listed as The Bangles – Live (The Sun Is Hiding (Live 1984)) · Watch on YouTube

youtube_video G2VXttmzDK8 · row G2VXttmzDK8

LAION-DISCO-12M

Walk Like An Egyptian (Live)

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

youtube_video KiaTyaEQaIE · row KiaTyaEQaIE

LAION-DISCO-12M

I Got Nothing (Live)

Listed as The Bangles – I Got Nothing (Live) (All Our Days) · Watch on YouTube

youtube_video Lby2sDfJFjc · row Lby2sDfJFjc

LAION-DISCO-12M

Going Down To Liverpool

Listed as The Bangles – Going Down To Liverpool (All Our Days) · Watch on YouTube

youtube_video Mu3sZAXgYAI · row Mu3sZAXgYAI

LAION-DISCO-12M

Return Post (Live)

Listed as The Bangles – Return Post (Live) (Live in New York) · Watch on YouTube

youtube_video N3R-AL7d_gc · row N3R-AL7d_gc

LAION-DISCO-12M

Return Post (Live)

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

youtube_video Pe0GO6aiea8 · row Pe0GO6aiea8

LAION-DISCO-12M

Ride The Ride (Acoustic)

Listed as The Bangles – Ride The Ride (Acoustic) (I Will Take Care Of You) · Watch on YouTube

youtube_video Q7Smq_EflBo · row Q7Smq_EflBo

LAION-DISCO-12M

He's Got A Secret (Live 1984 Broadcast Remastered)

Listed as The Bangles – He's Got A Secret (Live 1984 Broadcast Remastered) (Legendary FM Broadcasts - The Ritz, East Village NY 28 September 1984) · Watch on YouTube

youtube_video Rvjd8rcVBDA · row Rvjd8rcVBDA

LAION-DISCO-12M

In A Different Light (Live)

Listed as The Bangles – In A Different Light (Live) (Live in New York) · Watch on YouTube

youtube_video T2XTBcLrh8E · row T2XTBcLrh8E

LAION-DISCO-12M

I'm Going Home (Live 1984 Broadcast Remastered)

Listed as The Bangles – I'm Going Home (Live 1984 Broadcast Remastered) (Legendary FM Broadcasts - The Ritz, East Village NY 28 September 1984) · Watch on YouTube

youtube_video VScnH5c1ahY · row VScnH5c1ahY

LAION-DISCO-12M

If She Knew What She Wants (Live)

Listed as The Bangles – If She Knew What She Wants (Live) (Live in New York) · Watch on YouTube

youtube_video YYZEgJpYPG8 · row YYZEgJpYPG8

LAION-DISCO-12M

Going Down To Liverpool (Live 1984 Broadcast Remastered)

Listed as The Bangles – Going Down To Liverpool (Live 1984 Broadcast Remastered) (Legendary FM Broadcasts - The Ritz, East Village NY 28 September 1984) · Watch on YouTube

youtube_video Z4pfgq5Z4IY · row Z4pfgq5Z4IY

LAION-DISCO-12M

Want You (Live 1984 Broadcast Remastered)

Listed as The Bangles – Want You (Live 1984 Broadcast Remastered) (Legendary FM Broadcasts - The Ritz, East Village NY 28 September 1984) · Watch on YouTube

youtube_video aUnerFcSBjQ · row aUnerFcSBjQ

LAION-DISCO-12M

If She Knew What She Wants (Live)

Listed as The Bangles – If She Knew What She Wants (Live) (All Our Days) · Watch on YouTube

youtube_video bS-sMMXA2bg · row bS-sMMXA2bg

LAION-DISCO-12M

In A Different Light (Live)

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

youtube_video cGcewl3bKu0 · row cGcewl3bKu0

LAION-DISCO-12M

All About You (Live 1984 Broadcast Remastered)

Listed as The Bangles – All About You (Live 1984 Broadcast Remastered) (Legendary FM Broadcasts - The Ritz, East Village NY 28 September 1984) · Watch on YouTube

youtube_video gJaT17Upzms · row gJaT17Upzms

LAION-DISCO-12M

That's What You Always Say

Listed as The Bangles – That's What You Always Say (3 x 4: The Bangles, The Three O'Clock, The Dream Syndicate, Rain Parade) · Watch on YouTube

youtube_video iaThPw4f7c8 · row iaThPw4f7c8

LAION-DISCO-12M

Return Post/Born On The Bayou (Live)

Listed as The Bangles – Return Post/Born On The Bayou (Live) (All Our Days) · Watch on YouTube

youtube_video jHxHONi9xyg · row jHxHONi9xyg

LAION-DISCO-12M

I'm In Line (Live 1984 Broadcast Remastered)

Listed as The Bangles – I'm In Line (Live 1984 Broadcast Remastered) (Legendary FM Broadcasts - The Ritz, East Village NY 28 September 1984) · Watch on YouTube

youtube_video n28kz4QY8TE · row n28kz4QY8TE

LAION-DISCO-12M

Walk Like An Egyptian (Live)

Listed as The Bangles – Walk Like An Egyptian (Live) (All Our Days) · Watch on YouTube

youtube_video nm9puso966Y · row nm9puso966Y

LAION-DISCO-12M

Angels Don't Fall In Love (Live)

Listed as The Bangles – Angels Don't Fall In Love (Live) (All Our Days) · Watch on YouTube

youtube_video o4NBGTvm9_U · row o4NBGTvm9_U

LAION-DISCO-12M

He's Got A Secret (Live)

Listed as The Bangles – He's Got A Secret (Live) (All Our Days) · Watch on YouTube

youtube_video rdVrAj7i-fA · row rdVrAj7i-fA

LAION-DISCO-12M

Dover Beach (Live)

Listed as The Bangles – Dover Beach (Live) (All Our Days) · Watch on YouTube

youtube_video sd5lmWkcj1A · row sd5lmWkcj1A

LAION-DISCO-12M

Hero Takes A Fall (Live 1984 Broadcast Remastered)

Listed as The Bangles – Hero Takes A Fall (Live 1984 Broadcast Remastered) (Legendary FM Broadcasts - The Ritz, East Village NY 28 September 1984) · Watch on YouTube

youtube_video zxXD04MRJ0A · row zxXD04MRJ0A

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.