Yes. Autograf has 123 songs listed in a dataset used to train AI music models.

Used for training 123

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 Vertigo (Mixed), La Petite Mort (Extended Mix), Dream (Fawks Remix)

Listed under the artist name 123 songs in LAION-DISCO-12M

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

Vertigo (Mixed)

Listed as Autograf, Malou, Burko – Vertigo (Mixed) (Armada Music Year Mix 2023) · Watch on YouTube

youtube_video -tYYLtvMXfI · row -tYYLtvMXfI

LAION-DISCO-12M

La Petite Mort (Extended Mix)

Listed as Autograf, Sian, Burko – La Petite Mort (Extended Mix) (La Petite Mort) · Watch on YouTube

youtube_video 0Rqba1qOAaI · row 0Rqba1qOAaI

LAION-DISCO-12M

Dream (Fawks Remix)

Listed as Autograf – Dream (Fawks Remix) (Dream (Remixes)) · Watch on YouTube

youtube_video 2q5q8KoTO-A · row 2q5q8KoTO-A

LAION-DISCO-12M

Hope For Tomorrow (Nico De Andrea Remix)

Listed as Autograf, Klingande, Dragonette – Hope For Tomorrow (Nico De Andrea Remix) (Hope For Tomorrow (Remixes)) · Watch on YouTube

youtube_video 3IyKA_oQ2i4 · row 3IyKA_oQ2i4

LAION-DISCO-12M

Real (feat. Ames)

Listed as Autograf – Real (feat. Ames) (The Ace of You) · Watch on YouTube

youtube_video 4D5XM8nC9jY · row 4D5XM8nC9jY

LAION-DISCO-12M

Ain't Deep Enough (Bonsai Mammal Chill Mix) (feat. Jared Lee)

Listed as Autograf – Ain't Deep Enough (Bonsai Mammal Chill Mix) (feat. Jared Lee) (Ain't Deep Enough (Bonsai Mammal Chill Mix)) · Watch on YouTube

youtube_video 4Z39L4xwZ2Q · row 4Z39L4xwZ2Q

LAION-DISCO-12M

Drifting Away

Listed as Autograf, Kyle Reynolds – Drifting Away (Drifting Away) · Watch on YouTube

youtube_video 4dJ8H7Jyf5Y · row 4dJ8H7Jyf5Y

LAION-DISCO-12M

Break Me Down (feat. SINGA)

Listed as Autograf, Win and Woo – Break Me Down (feat. SINGA) (Break Me Down) · Watch on YouTube

youtube_video 7bMQjRC3Gj0 · row 7bMQjRC3Gj0

LAION-DISCO-12M

Night Drive

Listed as Autograf – Night Drive (Love & Retrograde) · Watch on YouTube

youtube_video A3ITIwK9nBs · row A3ITIwK9nBs

LAION-DISCO-12M

Simple (James Carter & TELYKast Remix) (feat. Victoria Zaro)

Listed as Autograf – Simple (James Carter & TELYKast Remix) (feat. Victoria Zaro) (Simple [The Remixes]) · Watch on YouTube

youtube_video AvCtHBKuiG8 · row AvCtHBKuiG8

LAION-DISCO-12M

Dream (Hairtage Remix)

Listed as Autograf – Dream (Hairtage Remix) (Dream (Remixes)) · Watch on YouTube

youtube_video B18IU9YsJoY · row B18IU9YsJoY

LAION-DISCO-12M

Aint Deep Enough (Bonsai Mammal Extended Chill Mix) (feat. Jared Lee)

Listed as Autograf – Aint Deep Enough (Bonsai Mammal Extended Chill Mix) (feat. Jared Lee) (Ain't Deep Enough (Bonsai Mammal Chill Mix)) · Watch on YouTube

youtube_video BkS-JTk82rA · row BkS-JTk82rA

LAION-DISCO-12M

Metaphysical (Vijay & Sofia Zlatko Remix)

Listed as Autograf – Metaphysical (Vijay & Sofia Zlatko Remix) (Metaphysical (Vijay & Sofia Remix)) · Watch on YouTube

youtube_video C2A2sChAirI · row C2A2sChAirI

LAION-DISCO-12M

Future Soup (Spada Remix)

Listed as Autograf – Future Soup (Spada Remix) (Future Soup Remixes) · Watch on YouTube

youtube_video EsmAqKft7gA · row EsmAqKft7gA

LAION-DISCO-12M

Undivided (Extended Mix)

Listed as Autograf – Undivided (Extended Mix) (Undivided) · Watch on YouTube

youtube_video F_gYsxtbpZs · row F_gYsxtbpZs

LAION-DISCO-12M

Horizons

Listed as Autograf – Horizons (Future Soup EP) · Watch on YouTube

youtube_video Lf0SO4z6qM8 · row Lf0SO4z6qM8

LAION-DISCO-12M

Nobody Knows (Pham Remix) (feat. WYNNE)

Listed as Autograf – Nobody Knows (Pham Remix) (feat. WYNNE) (Nobody Knows (Pham Remix)) · Watch on YouTube

youtube_video LzLa2dLI83M · row LzLa2dLI83M

LAION-DISCO-12M

Move All Night (SNBRN VIP Mix) (feat. Kole)

Listed as SNBRN, Autograf – Move All Night (SNBRN VIP Mix) (feat. Kole) (Move All Night (SNBRN VIP Mix)) · Watch on YouTube

youtube_video OburF5WxbDk · row OburF5WxbDk

LAION-DISCO-12M

Space (Extended Mix) (feat. Kole)

Listed as Autograf – Space (Extended Mix) (feat. Kole) (Space) · Watch on YouTube

youtube_video PpFx68Lck3U · row PpFx68Lck3U

LAION-DISCO-12M

Move Up

Listed as Autograf – Move Up (Move Up) · Watch on YouTube

youtube_video VV0f5GJcySY · row VV0f5GJcySY

LAION-DISCO-12M

La Petite Mort

Listed as Autograf, Sian, Burko – La Petite Mort (La Petite Mort) · Watch on YouTube

youtube_video Vbn3sdqTBx8 · row Vbn3sdqTBx8

LAION-DISCO-12M

Love Runs Deep (VVILLØ Extended Remix) (feat. Tiina)

Listed as Autograf – Love Runs Deep (VVILLØ Extended Remix) (feat. Tiina) (i am… remixed) · Watch on YouTube

youtube_video ZBSCZfiopNU · row ZBSCZfiopNU

LAION-DISCO-12M

Metaphysical (Anish Sood Remix)

Listed as Autograf – Metaphysical (Anish Sood Remix) (Metaphysical Remixes Pt. 2) · Watch on YouTube

youtube_video aDBjQUkPPvk · row aDBjQUkPPvk

LAION-DISCO-12M

Metaphysical (Kilter Remix)

Listed as Autograf – Metaphysical (Kilter Remix) (Metaphysical (Kilter Remix)) · Watch on YouTube

youtube_video bDcyziY1i00 · row bDcyziY1i00

LAION-DISCO-12M

Test the Waters (Cofresi Remix) (feat. WYNNE & COFRESI)

Listed as Autograf – Test the Waters (Cofresi Remix) (feat. WYNNE & COFRESI) (Love & Retrograde (Remixes, Vol. 1)) · Watch on YouTube

youtube_video cb1V3u9gVjo · row cb1V3u9gVjo

LAION-DISCO-12M

Ain't Deep Enough (Des3Ett Remix) (feat. Jared Lee)

Listed as Autograf – Ain't Deep Enough (Des3Ett Remix) (feat. Jared Lee) (Ain't Deep Enough) · Watch on YouTube

youtube_video d32W4b3CpR4 · row d32W4b3CpR4

LAION-DISCO-12M

Nobody Knows (Youngr Bootleg) [Mixed]

Listed as Autograf – Nobody Knows (Youngr Bootleg) [Mixed] (Bootleg Mixtape, Vol. 01) · Watch on YouTube

youtube_video d9r3enRCang · row d9r3enRCang

LAION-DISCO-12M

Break Me Down (Extended Mix) (feat. SINGA)

Listed as Autograf, Win and Woo – Break Me Down (Extended Mix) (feat. SINGA) (Break Me Down) · Watch on YouTube

youtube_video dMQ1LCeSFKs · row dMQ1LCeSFKs

LAION-DISCO-12M

Wheel of Fortune

Listed as Autograf – Wheel of Fortune (The Ace of You) · Watch on YouTube

youtube_video fSbZHsePc_4 · row fSbZHsePc_4

LAION-DISCO-12M

Deep Down

Listed as Autograf, Dan Soleil – Deep Down (Deep Down) · Watch on YouTube

youtube_video hFD8-GkP6V0 · row hFD8-GkP6V0

LAION-DISCO-12M

Heartbeat (Solidisco Remix)

Listed as Autograf – Heartbeat (Solidisco Remix) (Heartbeat Remixes) · Watch on YouTube

youtube_video hFSvzjQvqJc · row hFSvzjQvqJc

LAION-DISCO-12M

Ocean Glass

Listed as Autograf – Ocean Glass (Future Soup EP) · Watch on YouTube

youtube_video hhvyWsE3iL8 · row hhvyWsE3iL8

LAION-DISCO-12M

Test the Waters (MADLY & Sight Remix) (feat. WYNNE, MADLY & Sight)

Listed as Autograf – Test the Waters (MADLY & Sight Remix) (feat. WYNNE, MADLY & Sight) (Love & Retrograde (Remixes, Vol. 2)) · Watch on YouTube

youtube_video ibraPmxSAoc · row ibraPmxSAoc

LAION-DISCO-12M

Bali

Listed as Autograf – Bali (The Ace of You) · Watch on YouTube

youtube_video lRFFHuKsJc4 · row lRFFHuKsJc4

LAION-DISCO-12M

Nobody Knows (Cofresi Remix) (feat. WYNNE)

Listed as Autograf – Nobody Knows (Cofresi Remix) (feat. WYNNE) (Nobody Knows (Cofresi Remix)) · Watch on YouTube

youtube_video ljq4Gzm7ARE · row ljq4Gzm7ARE

LAION-DISCO-12M

Love Runs Deep (Organic Mood Remix) (feat. Tiina)

Listed as Autograf – Love Runs Deep (Organic Mood Remix) (feat. Tiina) (i am… remixed) · Watch on YouTube

youtube_video m35gNXdcwo8 · row m35gNXdcwo8

LAION-DISCO-12M

Dream (Deepend Remix)

Listed as Autograf – Dream (Deepend Remix) (Dream (Remixes)) · Watch on YouTube

youtube_video o36nLamlYMI · row o36nLamlYMI

LAION-DISCO-12M

Inner Light

Listed as Autograf, Dan Soleil – Inner Light (Inner Light) · Watch on YouTube

youtube_video s0j93u2Y-KE · row s0j93u2Y-KE

LAION-DISCO-12M

Snow Globe (Autograf vs Waterparks)

Listed as Waterparks, Autograf – Snow Globe (Autograf vs Waterparks) (Snow Globe (Autograf vs Waterparks)) · Watch on YouTube

youtube_video s_UQiN24KGo · row s_UQiN24KGo

LAION-DISCO-12M

Heartbeat (Dirty Chocolate Remix)

Listed as Autograf – Heartbeat (Dirty Chocolate Remix) (Heartbeat Remixes) · Watch on YouTube

youtube_video ss1J_V0Lx3w · row ss1J_V0Lx3w

LAION-DISCO-12M

Hold Me Back (Syence Remix) (feat. John Splithoff & Syence)

Listed as Autograf – Hold Me Back (Syence Remix) (feat. John Splithoff & Syence) (Love & Retrograde (Remixes, Vol. 1)) · Watch on YouTube

youtube_video tR23VuHS4og · row tR23VuHS4og

LAION-DISCO-12M

Dead Soon (Scorsi Remix) (feat. Lils & Bonsai Mammal)

Listed as Autograf – Dead Soon (Scorsi Remix) (feat. Lils & Bonsai Mammal) (Dead Soon (Remixes)) · Watch on YouTube

youtube_video tu8HFPwSpyQ · row tu8HFPwSpyQ

LAION-DISCO-12M

Like This

Listed as Autograf – Like This (Affirmations) · Watch on YouTube

youtube_video u1eCdfdiFv8 · row u1eCdfdiFv8

LAION-DISCO-12M

Metaphysical (Fehrplay Remix)

Listed as Autograf – Metaphysical (Fehrplay Remix) (Metaphysical Remixes) · Watch on YouTube

youtube_video uKHV2siLlBA · row uKHV2siLlBA

LAION-DISCO-12M

Inner Light (Sian & Burko Remix)

Listed as Autograf, Dan Soleil – Inner Light (Sian & Burko Remix) (i am… remixed) · Watch on YouTube

youtube_video vht__HTK4zo · row vht__HTK4zo

LAION-DISCO-12M

Dream (Pat Lok Remix)

Listed as Autograf – Dream (Pat Lok Remix) (Dream (Remixes)) · Watch on YouTube

youtube_video xEwgwbJ6r9g · row xEwgwbJ6r9g

LAION-DISCO-12M

Metaphysical (Gianni Kosta Remix)

Listed as Autograf – Metaphysical (Gianni Kosta Remix) (Metaphysical Remixes Pt. 2) · Watch on YouTube

youtube_video y7BRYnu2kkE · row y7BRYnu2kkE

LAION-DISCO-12M

High on That New Love (feat. Tiina)

Listed as Autograf – High on That New Love (feat. Tiina) (High on That New Love) · Watch on YouTube

youtube_video yYc4xJTo9s0 · row yYc4xJTo9s0

LAION-DISCO-12M

Dream (Gianni Kosta Remix)

Listed as Autograf – Dream (Gianni Kosta Remix) (Dream (Remixes)) · Watch on YouTube

youtube_video zL-j_7j2nq4 · row zL-j_7j2nq4

LAION-DISCO-12M

Test the Waters (AKKI Remix) (feat. WYNNE & Akki)

Listed as Autograf – Test the Waters (AKKI Remix) (feat. WYNNE & Akki) (Love & Retrograde (Remixes, Vol. 1)) · Watch on YouTube

youtube_video zYKNNG7eZdY · row zYKNNG7eZdY

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.