Yes. J2 has 149 songs listed in a dataset used to train AI music models.

Used for training 149

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 Will Survive (feat. Blu Holliday), Every Breath You Take, Dangerous (feat. Kong. & Roger Will)

Listed under the artist name 149 songs in LAION-DISCO-12M

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

I Will Survive (feat. Blu Holliday)

Listed as J2 – I Will Survive (feat. Blu Holliday) (I Will Survive (feat. Blu Holliday)) · Watch on YouTube

youtube_video 0Sh2AkH9bYo · row 0Sh2AkH9bYo

LAION-DISCO-12M

Every Breath You Take

Listed as J2 – Every Breath You Take (Every Breath You Take) · Watch on YouTube

youtube_video 0jnRrd0wv_0 · row 0jnRrd0wv_0

LAION-DISCO-12M

Dangerous (feat. Kong. & Roger Will)

Listed as J2 – Dangerous (feat. Kong. & Roger Will) (Dangerous) · Watch on YouTube

youtube_video 0mu4yQXBe7k · row 0mu4yQXBe7k

LAION-DISCO-12M

Toxic (feat. Wülf)

Listed as J2 – Toxic (feat. Wülf) (Toxic (feat. Wülf)) · Watch on YouTube

youtube_video 2so21Oetn18 · row 2so21Oetn18

LAION-DISCO-12M

Crazy in Love (Epic Trailer Version) (feat. Wülf)

Listed as J2 – Crazy in Love (Epic Trailer Version) (feat. Wülf) (Crazy in Love (Epic Trailer Version) [feat. Wülf]) · Watch on YouTube

youtube_video 32Klsk_wBiM · row 32Klsk_wBiM

LAION-DISCO-12M

Lean on Me (Epic Trailer Version) (feat. Sizzy Locket)

Listed as J2 – Lean on Me (Epic Trailer Version) (feat. Sizzy Locket) (The Iconic Series, Vol.2) · Watch on YouTube

youtube_video 5vNvw0IRvbE · row 5vNvw0IRvbE

LAION-DISCO-12M

Sweet Little Lies (Epic Trailer Version) (feat. Midian)

Listed as J2 – Sweet Little Lies (Epic Trailer Version) (feat. Midian) (The Iconic Series, Vol.2) · Watch on YouTube

youtube_video 7sNx6at9F74 · row 7sNx6at9F74

LAION-DISCO-12M

I Am Fire (feat. Eivør)

Listed as J2 – I Am Fire (feat. Eivør) (Unbreakable) · Watch on YouTube

youtube_video 806hr880AB8 · row 806hr880AB8

LAION-DISCO-12M

Hit Me Baby One More Time (Epic Trailer Version)

Listed as J2 – Hit Me Baby One More Time (Epic Trailer Version) (Hit Me Baby One More Time (Epic Trailer Version)) · Watch on YouTube

youtube_video 8Q3PyJvmukI · row 8Q3PyJvmukI

LAION-DISCO-12M

Amazing Grace (Epic Trailer Version) (feat. Chelsea Caroline)

Listed as J2 – Amazing Grace (Epic Trailer Version) (feat. Chelsea Caroline) (J2 the Iconic Series, Vol. 3) · Watch on YouTube

youtube_video B-i_pzUP6cw · row B-i_pzUP6cw

LAION-DISCO-12M

The Boy Is Mine (feat. StarGzrLily & Anjolee the Free)

Listed as J2 – The Boy Is Mine (feat. StarGzrLily & Anjolee the Free) (The Boy Is Mine (feat. StarGzrLily & Anjolee the Free)) · Watch on YouTube

youtube_video CuqBoUCiiUk · row CuqBoUCiiUk

LAION-DISCO-12M

Goodbye Yellow Brick Road (Epic Trailer Version) (feat. Sizzy Rocket)

Listed as J2 – Goodbye Yellow Brick Road (Epic Trailer Version) (feat. Sizzy Rocket) (J2 the Iconic Series, Vol. 1) · Watch on YouTube

youtube_video D8inexzNR9c · row D8inexzNR9c

LAION-DISCO-12M

Crazy (feat. StarGzrLilly)

Listed as J2 – Crazy (feat. StarGzrLilly) (Crazy (feat. StarGzrLilly)) · Watch on YouTube

youtube_video HE--RfR7AW0 · row HE--RfR7AW0

LAION-DISCO-12M

Adrenaline (feat. Bryce Fox & Roger Will)

Listed as J2 – Adrenaline (feat. Bryce Fox & Roger Will) (Adrenaline (feat. Bryce Fox & Roger Will)) · Watch on YouTube

youtube_video HKljnQBfO3g · row HKljnQBfO3g

LAION-DISCO-12M

Ain't No Sunshine (Epic Trailer Version) (feat. Alih Jey)

Listed as J2 – Ain't No Sunshine (Epic Trailer Version) (feat. Alih Jey) (The Iconic Series, Vol.4) · Watch on YouTube

youtube_video HTYa7LMF8m0 · row HTYa7LMF8m0

LAION-DISCO-12M

Love Lockdown (feat. StarGzrLilly)

Listed as J2 – Love Lockdown (feat. StarGzrLilly) (Love Lockdown (feat. StarGzrLilly)) · Watch on YouTube

youtube_video IVqqh8NqlKs · row IVqqh8NqlKs

LAION-DISCO-12M

You Light up My Life

Listed as J2 – You Light up My Life (You Light up My Life) · Watch on YouTube

youtube_video JX4bdA9FkZ0 · row JX4bdA9FkZ0

LAION-DISCO-12M

Simple Man (Epic Trailer Version) (feat. Rafferty)

Listed as J2 – Simple Man (Epic Trailer Version) (feat. Rafferty) (The Iconic Series, Vol.2) · Watch on YouTube

youtube_video LobvhvfcFB0 · row LobvhvfcFB0

LAION-DISCO-12M

White Rabbit (feat. Casey Hensley & Tori Letzler)

Listed as J2 – White Rabbit (feat. Casey Hensley & Tori Letzler) (White Rabbit (feat. Casey Hensley & Tori Letzler)) · Watch on YouTube

youtube_video MdsuvAYNRTQ · row MdsuvAYNRTQ

LAION-DISCO-12M

Halo (Epic Trailer Version)

Listed as J2 – Halo (Epic Trailer Version) (Halo (Epic Trailer Version)) · Watch on YouTube

youtube_video Mtw3HJocZdk · row Mtw3HJocZdk

LAION-DISCO-12M

Animal (Epic Trailer Version)

Listed as J2 – Animal (Epic Trailer Version) (The Iconic Series, Vol. 7) · Watch on YouTube

youtube_video N7-H-nhAsPM · row N7-H-nhAsPM

LAION-DISCO-12M

Wonderwall (Epic Trailer Version)

Listed as J2 – Wonderwall (Epic Trailer Version) (The Iconic Series, Vol. 7) · Watch on YouTube

youtube_video RUUm--3iJ2U · row RUUm--3iJ2U

LAION-DISCO-12M

Lena

Listed as J2, Philippe Monteiro – Lena (Friends Lovers 2) · Watch on YouTube

youtube_video RXKgdy7WPtA · row RXKgdy7WPtA

LAION-DISCO-12M

We Are the Warriors (feat. Johnny Santoro & Roger Will)

Listed as J2 – We Are the Warriors (feat. Johnny Santoro & Roger Will) (We Are the Warriors (feat. Johnny Santoro & Roger Will)) · Watch on YouTube

youtube_video S7B6pRhawG0 · row S7B6pRhawG0

LAION-DISCO-12M

Love Is a Battlefield (Epic Trailer Version) (feat. Chelsea Caroline)

Listed as J2 – Love Is a Battlefield (Epic Trailer Version) (feat. Chelsea Caroline) (J2 the Iconic Series, Vol. 3) · Watch on YouTube

youtube_video TUCPf1z8ZW0 · row TUCPf1z8ZW0

LAION-DISCO-12M

Man in the Mirror (Epic Trailer Version) (feat. Cameron the Public)

Listed as J2 – Man in the Mirror (Epic Trailer Version) (feat. Cameron the Public) (Man in the Mirror (Epic Trailer Version) [feat. Cameron the Public]) · Watch on YouTube

youtube_video UcpcW44ZmCY · row UcpcW44ZmCY

LAION-DISCO-12M

Rise up (feat. Keeley Bumford)

Listed as J2 – Rise up (feat. Keeley Bumford) (Rise Up (feat. Keeley Bumford)) · Watch on YouTube

youtube_video WTWfYd5k-rQ · row WTWfYd5k-rQ

LAION-DISCO-12M

Ain't No Mountain High Enough (Epic Trailer Version)

Listed as J2 – Ain't No Mountain High Enough (Epic Trailer Version) (J2 the Iconic Series, Vol. 8) · Watch on YouTube

youtube_video ZHPjlV8u7jQ · row ZHPjlV8u7jQ

LAION-DISCO-12M

Sound of Silence (Epic Trailer Version) (feat. Johnny & Justin Coppolino)

Listed as J2 – Sound of Silence (Epic Trailer Version) (feat. Johnny & Justin Coppolino) (J2 the Iconic Series, Vol. 1) · Watch on YouTube

youtube_video a0n6gXKeGms · row a0n6gXKeGms

LAION-DISCO-12M

Umbrella (feat. Jvzel)

Listed as J2 – Umbrella (feat. Jvzel) (Umbrella (feat. Jvzel)) · Watch on YouTube

youtube_video aZa6T4oWzcA · row aZa6T4oWzcA

LAION-DISCO-12M

Devil Inside (Epic Trailer Version) (feat. Casey Hensley)

Listed as J2 – Devil Inside (Epic Trailer Version) (feat. Casey Hensley) (The Iconic Series, Vol.2) · Watch on YouTube

youtube_video bNzWGxhH1zI · row bNzWGxhH1zI

LAION-DISCO-12M

Calling on Angels (feat. Natalie Major)

Listed as J2 – Calling on Angels (feat. Natalie Major) (Calling on Angels (feat. Natalie Major)) · Watch on YouTube

youtube_video bUEw-BlBxJk · row bUEw-BlBxJk

LAION-DISCO-12M

New Divide (feat. Avery)

Listed as J2 – New Divide (feat. Avery) (New Divide (feat. Avery)) · Watch on YouTube

youtube_video fTE8ADy2h50 · row fTE8ADy2h50

LAION-DISCO-12M

We're Not Gonna Take It (feat. Tori Letzler)

Listed as J2 – We're Not Gonna Take It (feat. Tori Letzler) (We're Not Gonna Take It (feat. Tori Letzler)) · Watch on YouTube

youtube_video g-HLAQLi_y8 · row g-HLAQLi_y8

LAION-DISCO-12M

Born to Be Wild (Epic Trailer Version) (feat. Blu Holliday)

Listed as J2 – Born to Be Wild (Epic Trailer Version) (feat. Blu Holliday) (J2 the Iconic Series, Vol. 1) · Watch on YouTube

youtube_video h9zz7VlMQY4 · row h9zz7VlMQY4

LAION-DISCO-12M

Renegade (feat. Kong. & Roger Will)

Listed as J2 – Renegade (feat. Kong. & Roger Will) (Renegade) · Watch on YouTube

youtube_video ijF-xBhMukE · row ijF-xBhMukE

LAION-DISCO-12M

Somewhere over the Rainbow (feat. Lola)

Listed as J2 – Somewhere over the Rainbow (feat. Lola) (Somewhere over the Rainbow (feat. Lola)) · Watch on YouTube

youtube_video j3SIlWaRP2Q · row j3SIlWaRP2Q

LAION-DISCO-12M

Closer (feat. Keeley Bumford)

Listed as J2 – Closer (feat. Keeley Bumford) (Closer (feat. Keeley Bumford)) · Watch on YouTube

youtube_video jylWGYVcjyM · row jylWGYVcjyM

LAION-DISCO-12M

Can't Get You out of My Head (Epic Trailer Version)

Listed as J2 – Can't Get You out of My Head (Epic Trailer Version) (Can't Get You out of My Head) · Watch on YouTube

youtube_video kCBYVD7li4Y · row kCBYVD7li4Y

LAION-DISCO-12M

Constant Craving (Epic Trailer Version) (feat. Lesley Roy)

Listed as J2 – Constant Craving (Epic Trailer Version) (feat. Lesley Roy) (Constant Craving (Epic Trailer Version) [feat. Lesley Roy]) · Watch on YouTube

youtube_video khM4LcxKcyY · row khM4LcxKcyY

LAION-DISCO-12M

Somebody's Watching Me (feat. Lola)

Listed as J2 – Somebody's Watching Me (feat. Lola) (Somebody's Watching Me (feat. Lola)) · Watch on YouTube

youtube_video lavVi5gLUxw · row lavVi5gLUxw

LAION-DISCO-12M

Devil's Gonna Git You (feat. Blu Holliday)

Listed as J2 – Devil's Gonna Git You (feat. Blu Holliday) (Devil's Gonna Git You (feat. Blu Holliday)) · Watch on YouTube

youtube_video oA-794MqF1Y · row oA-794MqF1Y

LAION-DISCO-12M

War (Epic Trailer Version)

Listed as J2 – War (Epic Trailer Version) (The Iconic Series, Vol. 7) · Watch on YouTube

youtube_video pOsqGnDTPa0 · row pOsqGnDTPa0

LAION-DISCO-12M

Personal Jesus (feat. Coleen McMahon)

Listed as J2 – Personal Jesus (feat. Coleen McMahon) (Personal Jesus (feat. Coleen McMahon)) · Watch on YouTube

youtube_video rDiQzVD8wF4 · row rDiQzVD8wF4

LAION-DISCO-12M

I Believe I Can Fly (Epic Trailer Version) (feat. Casey Hensley)

Listed as J2 – I Believe I Can Fly (Epic Trailer Version) (feat. Casey Hensley) (The Iconic Series, Vol.2) · Watch on YouTube

youtube_video u7n-_IBH7BE · row u7n-_IBH7BE

LAION-DISCO-12M

Come Sail Away (Epic Trailer Version) (feat. Seth Bowser)

Listed as J2 – Come Sail Away (Epic Trailer Version) (feat. Seth Bowser) (J2 the Iconic Series, Vol. 3) · Watch on YouTube

youtube_video wBaf5pPwt1U · row wBaf5pPwt1U

LAION-DISCO-12M

Dreamweaver (Epic Trailer Version) (feat. Keeley Bumford)

Listed as J2 – Dreamweaver (Epic Trailer Version) (feat. Keeley Bumford) (Dreamweaver (Epic Trailer Version) [feat. Keeley Bumford]) · Watch on YouTube

youtube_video wK2Lotunnlw · row wK2Lotunnlw

LAION-DISCO-12M

We Will Rock You (feat. The Triple Killers)

Listed as J2 – We Will Rock You (feat. The Triple Killers) (We Will Rock You (feat. The Triple Killers)) · Watch on YouTube

youtube_video wZ7YH6mx-9w · row wZ7YH6mx-9w

LAION-DISCO-12M

Bad Romance (Epic Trailer Version)

Listed as J2 – Bad Romance (Epic Trailer Version) (J2 the Iconic Series, Vol. 8) · Watch on YouTube

youtube_video we3eWMa2gz8 · row we3eWMa2gz8

LAION-DISCO-12M

No One Like You [Main] (feat. Coleen McMahon)

Listed as J2 – No One Like You [Main] (feat. Coleen McMahon) (No One Like You (feat. Coleen McMahon)) · Watch on YouTube

youtube_video wtKyd-jnKY0 · row wtKyd-jnKY0

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.