Yes. 2Hounds has 57 songs listed in a dataset used to train AI music models.

Used for training 57

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 hot girl bummer (feat. XTIENNE), Give Me Out, Robbery

Listed under the artist name 57 songs in LAION-DISCO-12M

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

hot girl bummer (feat. XTIENNE)

Listed as 2Hounds, Nito-Onna, El Cacto – hot girl bummer (feat. XTIENNE) (hot girl bummer) · Watch on YouTube

youtube_video 3EiP0Yd9vE8 · row 3EiP0Yd9vE8

LAION-DISCO-12M

Give Me Out

Listed as 2Hounds – Give Me Out (Give Me Out) · Watch on YouTube

youtube_video 9NSLiy_nERk · row 9NSLiy_nERk

LAION-DISCO-12M

Robbery

Listed as 2Hounds, Meqq – Robbery (Robbery) · Watch on YouTube

youtube_video DK-S8MmstJU · row DK-S8MmstJU

LAION-DISCO-12M

Boss Bitch

Listed as 2Hounds, 2Pounds – Boss Bitch (Boss Bitch) · Watch on YouTube

youtube_video ELJ2pyGvTB4 · row ELJ2pyGvTB4

LAION-DISCO-12M

In My Mind (HYPERTECHNO)

Listed as TECHNO KING, 2Hounds – In My Mind (HYPERTECHNO) (In My Mind (HYPERTECHNO)) · Watch on YouTube

youtube_video EZUzZVWhd7I · row EZUzZVWhd7I

LAION-DISCO-12M

Dark Horse (HYPERTECHNO) (feat. Jasmine Crowe)

Listed as 2Hounds, New Beat Order, TECHNO KING – Dark Horse (HYPERTECHNO) (feat. Jasmine Crowe) (Dark Horse (HYPERTECHNO)) · Watch on YouTube

youtube_video GeHefNJdsd8 · row GeHefNJdsd8

LAION-DISCO-12M

Without Me

Listed as 2Hounds, Adriana Vitale – Without Me (Without Me) · Watch on YouTube

youtube_video H-TtpimSNX4 · row H-TtpimSNX4

LAION-DISCO-12M

Life's a Mess (feat. EQRIC, Bersage & MEQQ)

Listed as 2Hounds – Life's a Mess (feat. EQRIC, Bersage & MEQQ) (Life's a Mess) · Watch on YouTube

youtube_video HJYN9G6qIzo · row HJYN9G6qIzo

LAION-DISCO-12M

Bad Romance (HYPERTECHNO)

Listed as TECHNO KING, 2Hounds – Bad Romance (HYPERTECHNO) (Bad Romance (HYPERTECHNO)) · Watch on YouTube

youtube_video Hsb3PAK-n_4 · row Hsb3PAK-n_4

LAION-DISCO-12M

OK

Listed as 2Hounds – OK (OK) · Watch on YouTube

youtube_video JgsJEGTt3ws · row JgsJEGTt3ws

LAION-DISCO-12M

Little Bit (Techno)

Listed as 2Hounds, Hyper Hamster, Techno Cats – Little Bit (Techno) (Little Bit (Techno)) · Watch on YouTube

youtube_video KJhPZPwbaJs · row KJhPZPwbaJs

LAION-DISCO-12M

Outside (HYPERTECHNO)

Listed as PET3RPUNX, 2Hounds, TECHNO KING – Outside (HYPERTECHNO) (Outside (HYPERTECHNO)) · Watch on YouTube

youtube_video KnUS4kbltMw · row KnUS4kbltMw

LAION-DISCO-12M

Sweater Weather

Listed as 2Hounds – Sweater Weather (Sweater Weather) · Watch on YouTube

youtube_video LPN6h4E6UNM · row LPN6h4E6UNM

LAION-DISCO-12M

High N Low

Listed as Mannymore, 2Hounds, BASTL – High N Low (High N Low) · Watch on YouTube

youtube_video LUoVIl3uudk · row LUoVIl3uudk

LAION-DISCO-12M

If I Lose Myself (HYPERTECHNO)

Listed as 2Hounds, TECHNO KING – If I Lose Myself (HYPERTECHNO) (If I Lose Myself (HYPERTECHNO)) · Watch on YouTube

youtube_video NhxgRoCk3vk · row NhxgRoCk3vk

LAION-DISCO-12M

Just Dance

Listed as 2Hounds, Dimmalou, French Builder – Just Dance (Just Dance) · Watch on YouTube

youtube_video NpZNHV3LHYk · row NpZNHV3LHYk

LAION-DISCO-12M

LA$T DAY

Listed as 2HOUNDS, HOUNDOM – LA$T DAY (LA$T DAY) · Watch on YouTube

youtube_video NscaKLE2esI · row NscaKLE2esI

LAION-DISCO-12M

BRAZILIAN GLITCH (Slowed)

Listed as 2HOUNDS, HOUNDOM – BRAZILIAN GLITCH (Slowed) (BRAZILIAN GLITCH (Slowed)) · Watch on YouTube

youtube_video PnZOlEAJZTw · row PnZOlEAJZTw

LAION-DISCO-12M

Break My Heart

Listed as 2Hounds, Derrick Ryan – Break My Heart (Break My Heart) · Watch on YouTube

youtube_video ToEQga7eCE0 · row ToEQga7eCE0

LAION-DISCO-12M

Falling Down

Listed as 2Hounds – Falling Down (Falling Down) · Watch on YouTube

youtube_video Uks9wb6GmS0 · row Uks9wb6GmS0

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High

Listed as 2Hounds – High (High) · Watch on YouTube

youtube_video X0tj5WjdBLQ · row X0tj5WjdBLQ

LAION-DISCO-12M

Come & Go

Listed as 2Hounds, Sand, Percy Bluu – Come & Go (Come & Go) · Watch on YouTube

youtube_video XO1xvs1AYLo · row XO1xvs1AYLo

LAION-DISCO-12M

BRAZILIAN GLITCH

Listed as 2HOUNDS, HOUNDOM – BRAZILIAN GLITCH (BRAZILIAN GLITCH) · Watch on YouTube

youtube_video Y_Dm8VrA1fQ · row Y_Dm8VrA1fQ

LAION-DISCO-12M

Head & Heart

Listed as 2Hounds, Timmy Commerford, Daniel Dare, Joel Louis Corry, John Cortidis, Leo Kalyan, Lewis Daniel Thompson, Neave Applebaum, Robert Michael Nelson Harvey, Uzoechi Osisioma Emenike – Head & Heart (Head & Heart) · Watch on YouTube

youtube_video _ABA62Chzpo · row _ABA62Chzpo

LAION-DISCO-12M

Rave

Listed as 2Hounds – Rave (Rave) · Watch on YouTube

youtube_video _pl7VKNIhuw · row _pl7VKNIhuw

LAION-DISCO-12M

Believer

Listed as Fyex, 2Hounds – Believer (Believer) · Watch on YouTube

youtube_video aLnSpDe-B1s · row aLnSpDe-B1s

LAION-DISCO-12M

Where Are You Now

Listed as 2Hounds, Lost Culturé, Luc Rushmere – Where Are You Now (Where Are You Now) · Watch on YouTube

youtube_video cgTleh7oMd4 · row cgTleh7oMd4

LAION-DISCO-12M

Judas

Listed as PET3RPUNX, Blaze U, 2Hounds – Judas (Judas) · Watch on YouTube

youtube_video el1838ucJYc · row el1838ucJYc

LAION-DISCO-12M

Boom

Listed as 2Hounds – Boom (Boom) · Watch on YouTube

youtube_video fKCGQHcJfP8 · row fKCGQHcJfP8

LAION-DISCO-12M

Outside (HYPERTECHNO)

Listed as TECHNO KING, 2Hounds – Outside (HYPERTECHNO) (Outside (HYPERTECHNO)) · Watch on YouTube

youtube_video gKtOOpdCYts · row gKtOOpdCYts

LAION-DISCO-12M

Head & Heart (Sped Up)

Listed as 2Hounds, Timmy Commerford – Head & Heart (Sped Up) (Head & Heart) · Watch on YouTube

youtube_video hWGwbMNEEYs · row hWGwbMNEEYs

LAION-DISCO-12M

Kids

Listed as 2Hounds, PHEANUT – Kids (Kids) · Watch on YouTube

youtube_video hWwedlTRCXk · row hWwedlTRCXk

LAION-DISCO-12M

ABCDEFU

Listed as 2Hounds, Veronica Bravo – ABCDEFU (ABCDEFU) · Watch on YouTube

youtube_video iEaAJ2wFcF0 · row iEaAJ2wFcF0

LAION-DISCO-12M

Make It Better

Listed as 2Hounds – Make It Better (Make It Better) · Watch on YouTube

youtube_video ivZfL63hJuE · row ivZfL63hJuE

LAION-DISCO-12M

Sweet Love

Listed as 2Hounds, Siadou – Sweet Love (Sweet Love) · Watch on YouTube

youtube_video k1z3Y3BbA5Q · row k1z3Y3BbA5Q

LAION-DISCO-12M

Out Of Sight

Listed as Andrea Crocicchia, 2Hounds, Tudor – Out Of Sight (Out Of Sight) · Watch on YouTube

youtube_video k26XwBP3iSo · row k26XwBP3iSo

LAION-DISCO-12M

Heathens (Drum and Bass)

Listed as dnb demon, 2Hounds, Mr Demon – Heathens (Drum and Bass) (Heathens) · Watch on YouTube

youtube_video k6fBpxKrnWo · row k6fBpxKrnWo

LAION-DISCO-12M

Out of Order

Listed as 2Hounds, Veronica Bravo – Out of Order (Out of Order) · Watch on YouTube

youtube_video kOc6E3oAiVc · row kOc6E3oAiVc

LAION-DISCO-12M

On My Own

Listed as Nito-Onna, 2Hounds, RushLow – On My Own (On My Own) · Watch on YouTube

youtube_video krGhQxLdruA · row krGhQxLdruA

LAION-DISCO-12M

Hot N' Cold (HYPERTECHNO)

Listed as 2Hounds, TECHNO KING – Hot N' Cold (HYPERTECHNO) (Hot N' Cold (HYPERTECHNO)) · Watch on YouTube

youtube_video mB8JEqCFJys · row mB8JEqCFJys

LAION-DISCO-12M

Gold Skies

Listed as 2Hounds, Golden Wizards, Nito-Onna – Gold Skies (Gold Skies) · Watch on YouTube

youtube_video nCRvNKVde3g · row nCRvNKVde3g

LAION-DISCO-12M

Lonely

Listed as 2Hounds, SAND – Lonely (Lonely) · Watch on YouTube

youtube_video ne7rhegAEZk · row ne7rhegAEZk

LAION-DISCO-12M

Breathe

Listed as 2Hounds, Shiah Maisel – Breathe (Breathe) · Watch on YouTube

youtube_video ouBP5AhsoqU · row ouBP5AhsoqU

LAION-DISCO-12M

Good Ones

Listed as 2Hounds, 2Pounds – Good Ones (Good Ones) · Watch on YouTube

youtube_video qzOP-HdkblU · row qzOP-HdkblU

LAION-DISCO-12M

I Kissed A Girl (HYPERTECHNO) (feat. Milan Gavris)

Listed as 2Hounds, PET3RPUNX, TECHNO KING – I Kissed A Girl (HYPERTECHNO) (feat. Milan Gavris) (I Kissed A Girl (HYPERTECHNO)) · Watch on YouTube

youtube_video tFN3RYhOwhE · row tFN3RYhOwhE

LAION-DISCO-12M

Drink Water

Listed as 2HOUNDS, HOUNDOM – Drink Water (Drink Water) · Watch on YouTube

youtube_video tW7aQiphS-0 · row tW7aQiphS-0

LAION-DISCO-12M

Disturbia

Listed as 2Hounds, Mannymore, BASTL – Disturbia (Disturbia) · Watch on YouTube

youtube_video tfDEteIIt5k · row tfDEteIIt5k

LAION-DISCO-12M

ABCDEFU (New Beat Order Techno Remix)

Listed as 2Hounds, Veronica Bravo, New Beat Order – ABCDEFU (New Beat Order Techno Remix) (ABCDEFU (New Beat Order Techno Remix)) · Watch on YouTube

youtube_video vPBJIJWd08I · row vPBJIJWd08I

LAION-DISCO-12M

DANÇA BRASILEIRA

Listed as 2HOUNDS, HOUNDOM – DANÇA BRASILEIRA (DANÇA BRASILEIRA) · Watch on YouTube

youtube_video yOnTmhQXTrY · row yOnTmhQXTrY

LAION-DISCO-12M

Darkness

Listed as 2Hounds – Darkness (Darkness) · Watch on YouTube

youtube_video zpiK_IK2JUg · row zpiK_IK2JUg

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.