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 Show Me, Butterfly Collector (2015 - Remaster), Deadwood

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.

Show Me

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

youtube_video 1ABZcBk2Nbk · row 1ABZcBk2Nbk

LAION-DISCO-12M

Butterfly Collector (2015 - Remaster)

Listed as Garbage – Butterfly Collector (2015 - Remaster) (Garbage (20th Anniversary Super Deluxe Edition)) · Watch on YouTube

youtube_video 1wTAJ_-J2aQ · row 1wTAJ_-J2aQ

LAION-DISCO-12M

Deadwood

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

youtube_video 2FiglIE2npg · row 2FiglIE2npg

LAION-DISCO-12M

Driving Lesson (2015 - Remaster)

Listed as Garbage – Driving Lesson (2015 - Remaster) (Garbage (20th Anniversary Super Deluxe Edition)) · Watch on YouTube

youtube_video 32DLPyvzg3E · row 32DLPyvzg3E

LAION-DISCO-12M

Adam and Eve

Listed as Garbage – Adam and Eve (Witness to Your Love) · Watch on YouTube

youtube_video 3MkxfGR1RqY · row 3MkxfGR1RqY

LAION-DISCO-12M

I Think I'm Crystalized (The Crystal Method Mix)

Listed as Garbage – I Think I'm Crystalized (The Crystal Method Mix) (Version 2.0 (The Official Remixes)) · Watch on YouTube

youtube_video 3N5Qcv1VVlA · row 3N5Qcv1VVlA

LAION-DISCO-12M

Soldier Through This

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

youtube_video 6V0FjBLDmcs · row 6V0FjBLDmcs

LAION-DISCO-12M

Afterglow

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

youtube_video 6djv-3kkjm4 · row 6djv-3kkjm4

LAION-DISCO-12M

Tornado

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

youtube_video 8raHw1X-ecw · row 8raHw1X-ecw

LAION-DISCO-12M

Milk (Rabbit in the Moon - Got It Mix; 2015 - Remaster)

Listed as Garbage – Milk (Rabbit in the Moon - Got It Mix; 2015 - Remaster) (Garbage (20th Anniversary Super Deluxe Edition)) · Watch on YouTube

youtube_video 8xsd8Hv1W_0 · row 8xsd8Hv1W_0

LAION-DISCO-12M

Milk (Massive Attack - Classic Mix; 2015 - Remaster)

Listed as Garbage – Milk (Massive Attack - Classic Mix; 2015 - Remaster) (Garbage (20th Anniversary Super Deluxe Edition)) · Watch on YouTube

youtube_video BA0EPKxrCV4 · row BA0EPKxrCV4

LAION-DISCO-12M

When I Grow Up (Danny Tenaglia Club Mix)

Listed as Garbage – When I Grow Up (Danny Tenaglia Club Mix) (Version 2.0 (The Official Remixes)) · Watch on YouTube

youtube_video CWg6NXMzK78 · row CWg6NXMzK78

LAION-DISCO-12M

Confidence (2021 Remaster)

Listed as Garbage – Confidence (2021 Remaster) (Beautiful Garbage (20th Anniversary Edition)) · Watch on YouTube

youtube_video CXsrKQKgYqY · row CXsrKQKgYqY

LAION-DISCO-12M

Breaking Up the Girl (Timo Maas Radio Mix; 2021 - Remaster)

Listed as Garbage – Breaking Up the Girl (Timo Maas Radio Mix; 2021 - Remaster) (Breaking Up the Girl (Timo Maas Radio Mix; 2021 - Remaster)) · Watch on YouTube

youtube_video ESNKs6N4h6w · row ESNKs6N4h6w

LAION-DISCO-12M

Trip My Wire (2015 - Remaster)

Listed as Garbage – Trip My Wire (2015 - Remaster) (Garbage (20th Anniversary Super Deluxe Edition)) · Watch on YouTube

youtube_video FHpu3une2go · row FHpu3une2go

LAION-DISCO-12M

Cherry Lips (Go Baby Go!) (Roger Sanchez tha S-Man's Release Mix; Radio Edit; 2021 Remaster)

Listed as Garbage – Cherry Lips (Go Baby Go!) (Roger Sanchez tha S-Man's Release Mix; Radio Edit; 2021 Remaster) (Beautiful Garbage (20th Anniversary Edition)) · Watch on YouTube

youtube_video Fcwk7u_HaeA · row Fcwk7u_HaeA

LAION-DISCO-12M

Time Will Destroy Everything

Listed as Garbage – Time Will Destroy Everything (No Gods No Masters) · Watch on YouTube

youtube_video FwYiHcRzRdo · row FwYiHcRzRdo

LAION-DISCO-12M

13x Forever

Listed as Garbage – 13x Forever (Version 2.0 (20th Anniversary Deluxe Edition / Remastered)) · Watch on YouTube

youtube_video GNYsyIJWnCk · row GNYsyIJWnCk

LAION-DISCO-12M

You Look So Fine (Fun Lovin' Criminals Remix)

Listed as Garbage – You Look So Fine (Fun Lovin' Criminals Remix) (Version 2.0 (The Official Remixes)) · Watch on YouTube

youtube_video I0KEnQuAXws · row I0KEnQuAXws

LAION-DISCO-12M

Why Don't You Come Over

Listed as Garbage – Why Don't You Come Over (Bleed Like Me) · Watch on YouTube

youtube_video IIg5oAqU5M8 · row IIg5oAqU5M8

LAION-DISCO-12M

Honeybee: B-Side (2024 Remaster)

Listed as Garbage – Honeybee: B-Side (2024 Remaster) (Bleed Like Me (2024 Remaster)) · Watch on YouTube

youtube_video IzYsdrmmpcM · row IzYsdrmmpcM

LAION-DISCO-12M

On Fire

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

youtube_video MIAOcDOTNgQ · row MIAOcDOTNgQ

LAION-DISCO-12M

Amends

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

youtube_video OD1fqkStyeM · row OD1fqkStyeM

LAION-DISCO-12M

Push It (Boom Boom Satellites Mix)

Listed as Garbage – Push It (Boom Boom Satellites Mix) (Version 2.0 (The Official Remixes)) · Watch on YouTube

youtube_video PQNIoxs4O4U · row PQNIoxs4O4U

LAION-DISCO-12M

Bad Boyfriend (Sting Like a Bee Remix) [2024 Remaster]

Listed as Garbage – Bad Boyfriend (Sting Like a Bee Remix) [2024 Remaster] (Bleed Like Me (2024 Remaster)) · Watch on YouTube

youtube_video PW4EFq-fvLs · row PW4EFq-fvLs

LAION-DISCO-12M

Sometimes

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

youtube_video PbZMYxaNTvU · row PbZMYxaNTvU

LAION-DISCO-12M

Stupid Girl (Todd Terry - Tee's Freeze Club; 2015 - Remaster)

Listed as Garbage – Stupid Girl (Todd Terry - Tee's Freeze Club; 2015 - Remaster) (Garbage (20th Anniversary Super Deluxe Edition)) · Watch on YouTube

youtube_video UqBo4-XDh-A · row UqBo4-XDh-A

LAION-DISCO-12M

Sex Never Goes Out of Fashion (2021 Remaster)

Listed as Garbage – Sex Never Goes Out of Fashion (2021 Remaster) (Beautiful Garbage (20th Anniversary Edition)) · Watch on YouTube

youtube_video VQ4aW7Ir170 · row VQ4aW7Ir170

LAION-DISCO-12M

Teaching Little Fingers To Play

Listed as Garbage – Teaching Little Fingers To Play (Strange Little Birds) · Watch on YouTube

youtube_video WpNa-ufqIFU · row WpNa-ufqIFU

LAION-DISCO-12M

Kick My Ass (2015 - Remaster)

Listed as Garbage – Kick My Ass (2015 - Remaster) (Garbage (20th Anniversary Super Deluxe Edition)) · Watch on YouTube

youtube_video WzmWSUl8xNE · row WzmWSUl8xNE

LAION-DISCO-12M

Medication (Acoustic)

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

youtube_video XduXPJUzk68 · row XduXPJUzk68

LAION-DISCO-12M

We Never Tell

Listed as Garbage – We Never Tell (Strange Little Birds) · Watch on YouTube

youtube_video XnfUjqVEPYM · row XnfUjqVEPYM

LAION-DISCO-12M

Androgyny (Rough Mix)

Listed as Garbage – Androgyny (Rough Mix) (Androgyny (Rough Mix)) · Watch on YouTube

youtube_video aiuVoNwodRw · row aiuVoNwodRw

LAION-DISCO-12M

Use Me (2021 Remaster)

Listed as Garbage – Use Me (2021 Remaster) (Beautiful Garbage (20th Anniversary Edition)) · Watch on YouTube

youtube_video bAe_5uheuuc · row bAe_5uheuuc

LAION-DISCO-12M

What Girls Are Made Of

Listed as Garbage – What Girls Are Made Of (Not Your Kind of People (Deluxe Version)) · Watch on YouTube

youtube_video gsOjbHObzy4 · row gsOjbHObzy4

LAION-DISCO-12M

Flipping the Bird

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

youtube_video gvSRVuwWt9g · row gvSRVuwWt9g

LAION-DISCO-12M

Bright Tonight

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

youtube_video h4INUTknS-A · row h4INUTknS-A

LAION-DISCO-12M

Get Busy With The Fizzy

Listed as Garbage – Get Busy With The Fizzy (Version 2.0 (20th Anniversary Deluxe Edition / Remastered)) · Watch on YouTube

youtube_video lb2hK2oTFAg · row lb2hK2oTFAg

LAION-DISCO-12M

Alien Sex Fiend (2015 - Remaster)

Listed as Garbage – Alien Sex Fiend (2015 - Remaster) (Garbage (20th Anniversary Super Deluxe Edition)) · Watch on YouTube

youtube_video mqNHL7Kwpxo · row mqNHL7Kwpxo

LAION-DISCO-12M

The Chemicals (with Brian Aubert)

Listed as Garbage – The Chemicals (with Brian Aubert) (No Gods No Masters) · Watch on YouTube

youtube_video n-xCc0RGpy8 · row n-xCc0RGpy8

LAION-DISCO-12M

Girl Don't Come (2015 - Remaster)

Listed as Garbage – Girl Don't Come (2015 - Remaster) (Garbage (20th Anniversary Super Deluxe Edition)) · Watch on YouTube

youtube_video tthCQfB2rWI · row tthCQfB2rWI

LAION-DISCO-12M

Shut Your Mouth (Jagz Kooner Radio Mix;2021 - Remaster)

Listed as Garbage – Shut Your Mouth (Jagz Kooner Radio Mix;2021 - Remaster) (Shut Your Mouth (Jagz Kooner Radio Mix; 2021 - Remaster)) · Watch on YouTube

youtube_video u21GcO2Zm28 · row u21GcO2Zm28

LAION-DISCO-12M

Never Be Free: B-Side (2024 Remaster)

Listed as Garbage – Never Be Free: B-Side (2024 Remaster) (Bleed Like Me (2024 Remaster)) · Watch on YouTube

youtube_video vKzRSu2orcU · row vKzRSu2orcU

LAION-DISCO-12M

Felt

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

youtube_video yPyv7RY-HO0 · row yPyv7RY-HO0

LAION-DISCO-12M

Lick The Pavement

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

youtube_video zeVHaTcrIrw · row zeVHaTcrIrw

LAION-DISCO-12M

Destroying Angels (feat. John Doe & Exene Cervenka)

Listed as Garbage – Destroying Angels (feat. John Doe & Exene Cervenka) (No Gods No Masters) · Watch on YouTube

youtube_video zy_kRNhXoBo · row zy_kRNhXoBo

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.