Yes. Garbage has 146 songs listed in a dataset used to train AI music models.

Used for training 146

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 Magnetized, Cherry Lips (Go Baby Go), Blood For Poppies

Listed under the artist name 146 songs in LAION-DISCO-12M

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

Magnetized

Listed as Garbage – Magnetized (Strange Little Birds) · Watch on YouTube

youtube_video 25WGV_60oQE · row 25WGV_60oQE

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Cherry Lips (Go Baby Go)

Listed as Garbage – Cherry Lips (Go Baby Go) (Beautiful Garbage) · Watch on YouTube

youtube_video 2jYq5HaPfvk · row 2jYq5HaPfvk

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Blood For Poppies

Listed as Garbage – Blood For Poppies (Not Your Kind Of People) · Watch on YouTube

youtube_video 2jiomB1rMa8 · row 2jiomB1rMa8

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Temptation Waits

Listed as Garbage – Temptation Waits (Version 2.0 (20th Anniversary Deluxe Edition / Remastered)) · Watch on YouTube

youtube_video 4Wwi8B4W61U · row 4Wwi8B4W61U

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Bleed Like Me

Listed as Garbage – Bleed Like Me (Bleed Like Me) · Watch on YouTube

youtube_video 4lMeIeA1hUw · row 4lMeIeA1hUw

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Song to the Siren

Listed as Garbage – Song to the Siren (Lie To Me) · Watch on YouTube

youtube_video 5a1x4P9LCyE · row 5a1x4P9LCyE

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Because the Night

Listed as Garbage, Screaming Females – Because the Night (No Gods No Masters) · Watch on YouTube

youtube_video 64Ib3gi5YQ8 · row 64Ib3gi5YQ8

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Cup Of Coffee

Listed as Garbage – Cup Of Coffee (Beautiful Garbage) · Watch on YouTube

youtube_video 6dZ_74jlOvQ · row 6dZ_74jlOvQ

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Better Not Lie To Me

Listed as Garbage – Better Not Lie To Me (Lie To Me) · Watch on YouTube

youtube_video 6um2AUP4qcE · row 6um2AUP4qcE

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Androgyny

Listed as Garbage – Androgyny (Beautiful Garbage) · Watch on YouTube

youtube_video 73MxU2Y35bE · row 73MxU2Y35bE

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When I Grow Up

Listed as Garbage – When I Grow Up (Version 2.0 (20th Anniversary Deluxe Edition / Remastered)) · Watch on YouTube

youtube_video 75aUs46aZVY · row 75aUs46aZVY

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Queer (2015 - Remaster)

Listed as Garbage – Queer (2015 - Remaster) (Garbage (20th Anniversary Edition)) · Watch on YouTube

youtube_video 7JPbvOOMcAY · row 7JPbvOOMcAY

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Push It

Listed as Garbage – Push It (Version 2.0 (20th Anniversary Deluxe Edition / Remastered)) · Watch on YouTube

youtube_video 8KECuwhUfgc · row 8KECuwhUfgc

LAION-DISCO-12M

My Lover's Box (2015 - Remaster)

Listed as Garbage – My Lover's Box (2015 - Remaster) (Garbage (20th Anniversary Edition)) · Watch on YouTube

youtube_video 8yQVe9-nqZo · row 8yQVe9-nqZo

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Why Do You Love Me

Listed as Garbage – Why Do You Love Me (Bleed Like Me) · Watch on YouTube

youtube_video BhgzTa2WwKU · row BhgzTa2WwKU

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Right Between the Eyes

Listed as Garbage – Right Between the Eyes (Bleed Like Me) · Watch on YouTube

youtube_video DTIqj0dP_zQ · row DTIqj0dP_zQ

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Run Baby Run

Listed as Garbage – Run Baby Run (Bleed Like Me) · Watch on YouTube

youtube_video E9VLb6d4Tzg · row E9VLb6d4Tzg

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Breaking Up The Girl

Listed as Garbage – Breaking Up The Girl (Beautiful Garbage) · Watch on YouTube

youtube_video FfBg4fyioHk · row FfBg4fyioHk

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Shut Your Mouth

Listed as Garbage – Shut Your Mouth (Beautiful Garbage) · Watch on YouTube

youtube_video I49V_ft_IIo · row I49V_ft_IIo

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Parade

Listed as Garbage – Parade (Beautiful Garbage) · Watch on YouTube

youtube_video JEn5GIX6ZZU · row JEn5GIX6ZZU

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You Look So Fine

Listed as Garbage – You Look So Fine (Version 2.0 (20th Anniversary Deluxe Edition / Remastered)) · Watch on YouTube

youtube_video M8G77bR20tI · row M8G77bR20tI

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Control

Listed as Garbage – Control (Not Your Kind of People (Deluxe Version)) · Watch on YouTube

youtube_video MjqlxuDnR9M · row MjqlxuDnR9M

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Special

Listed as Garbage – Special (Version 2.0 (20th Anniversary Deluxe Edition / Remastered)) · Watch on YouTube

youtube_video MprddUlXOCk · row MprddUlXOCk

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Medication

Listed as Garbage – Medication (Version 2.0 (20th Anniversary Deluxe Edition / Remastered)) · Watch on YouTube

youtube_video OtpIB-dzdwA · row OtpIB-dzdwA

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Hammering In My Head

Listed as Garbage – Hammering In My Head (Version 2.0 (20th Anniversary Deluxe Edition / Remastered)) · Watch on YouTube

youtube_video RrjRvZMUSDk · row RrjRvZMUSDk

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Bad Boyfriend

Listed as Garbage – Bad Boyfriend (Bleed Like Me) · Watch on YouTube

youtube_video UTGBv647Og4 · row UTGBv647Og4

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No Horses

Listed as Garbage – No Horses (No Gods No Masters) · Watch on YouTube

youtube_video WF_6HOJ5W0o · row WF_6HOJ5W0o

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Milk (2015 - Remaster)

Listed as Garbage – Milk (2015 - Remaster) (Garbage (20th Anniversary Edition)) · Watch on YouTube

youtube_video XR4Sip06OzU · row XR4Sip06OzU

LAION-DISCO-12M

Supervixen (2015 - Remaster)

Listed as Garbage – Supervixen (2015 - Remaster) (Garbage (20th Anniversary Edition)) · Watch on YouTube

youtube_video XlqLmdZsPpU · row XlqLmdZsPpU

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#1 Crush (2015 - Remaster)

Listed as Garbage – #1 Crush (2015 - Remaster) (Garbage (20th Anniversary Super Deluxe Edition)) · Watch on YouTube

youtube_video XtnhGz-isEA · row XtnhGz-isEA

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The Trick Is To Keep Breathing

Listed as Garbage – The Trick Is To Keep Breathing (Version 2.0 (20th Anniversary Deluxe Edition / Remastered)) · Watch on YouTube

youtube_video Ztk59Jn624M · row Ztk59Jn624M

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Stupid Girl (2015 - Remaster)

Listed as Garbage – Stupid Girl (2015 - Remaster) (Garbage (20th Anniversary Edition)) · Watch on YouTube

youtube_video _xh8YqFytuA · row _xh8YqFytuA

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Vow (2015 - Remaster)

Listed as Garbage – Vow (2015 - Remaster) (Garbage (20th Anniversary Edition)) · Watch on YouTube

youtube_video aoicGLzmILA · row aoicGLzmILA

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Not Your Kind Of People

Listed as Garbage – Not Your Kind Of People (Not Your Kind Of People) · Watch on YouTube

youtube_video b7-ztuq5u30 · row b7-ztuq5u30

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No Gods No Masters

Listed as Garbage – No Gods No Masters (No Gods No Masters) · Watch on YouTube

youtube_video dcNGlLQfan8 · row dcNGlLQfan8

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Dumb

Listed as Garbage – Dumb (Version 2.0 (20th Anniversary Deluxe Edition / Remastered)) · Watch on YouTube

youtube_video dfTFDOEUrSg · row dfTFDOEUrSg

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A Stroke of Luck (2015 - Remaster)

Listed as Garbage – A Stroke of Luck (2015 - Remaster) (Garbage (20th Anniversary Edition)) · Watch on YouTube

youtube_video f9AIJe7bG3I · row f9AIJe7bG3I

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The Men Who Rule the World

Listed as Garbage – The Men Who Rule the World (No Gods No Masters) · Watch on YouTube

youtube_video fG047b1uE9I · row fG047b1uE9I

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Tell Me Where It Hurts: B-Side (2024 Remaster)

Listed as Garbage – Tell Me Where It Hurts: B-Side (2024 Remaster) (Bleed Like Me (2024 Remaster)) · Watch on YouTube

youtube_video ggNmHGQb17w · row ggNmHGQb17w

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Vow (Joan of Ark Mix)

Listed as Garbage – Vow (Joan of Ark Mix) (Garbage (20th Anniversary Super Deluxe Edition)) · Watch on YouTube

youtube_video iw55_oNOcwk · row iw55_oNOcwk

LAION-DISCO-12M

#1 Crush (Nellee Hooper Mix; 2015 - Remaster)

Listed as Garbage – #1 Crush (Nellee Hooper Mix; 2015 - Remaster) (Garbage (20th Anniversary Super Deluxe Edition)) · Watch on YouTube

youtube_video kr1up9hSujg · row kr1up9hSujg

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Sleep Together

Listed as Garbage – Sleep Together (Version 2.0 (20th Anniversary Deluxe Edition / Remastered)) · Watch on YouTube

youtube_video l9T22Np56Fs · row l9T22Np56Fs

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Sex Is Not the Enemy

Listed as Garbage – Sex Is Not the Enemy (Bleed Like Me) · Watch on YouTube

youtube_video la3J504LVpM · row la3J504LVpM

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The World Is Not Enough

Listed as Garbage – The World Is Not Enough (The World Is Not Enough (Original Soundtrack)) · Watch on YouTube

youtube_video nr2S0YgXWjA · row nr2S0YgXWjA

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Only Happy When It Rains (2015 - Remaster)

Listed as Garbage – Only Happy When It Rains (2015 - Remaster) (Garbage (20th Anniversary Edition)) · Watch on YouTube

youtube_video p1VheMRX_iQ · row p1VheMRX_iQ

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Godhead

Listed as Garbage – Godhead (No Gods No Masters) · Watch on YouTube

youtube_video pkLiHCrq35U · row pkLiHCrq35U

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Girls Talk (with Brody Dalle) (feat. Brody Dalle)

Listed as Garbage – Girls Talk (with Brody Dalle) (feat. Brody Dalle) (No Gods No Masters) · Watch on YouTube

youtube_video qSMkKp3ltvE · row qSMkKp3ltvE

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I Think I'm Paranoid

Listed as Garbage – I Think I'm Paranoid (Version 2.0 (20th Anniversary Deluxe Edition / Remastered)) · Watch on YouTube

youtube_video qeMzLtdKHqU · row qeMzLtdKHqU

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Not My Idea (2015 - Remaster)

Listed as Garbage – Not My Idea (2015 - Remaster) (Garbage (20th Anniversary Edition)) · Watch on YouTube

youtube_video scyUm-Ik8Rw · row scyUm-Ik8Rw

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Cities in Dust

Listed as Garbage – Cities in Dust (Witness to Your Love) · Watch on YouTube

youtube_video uTACd9I67AY · row uTACd9I67AY

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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.