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 EASE MY MIND, Runaway, Hold Me Back (Projector Remix) (feat. John Splithoff & Projector)

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.

EASE MY MIND

Listed as Switch Disco, Autograf – EASE MY MIND (EASE MY MIND) · Watch on YouTube

youtube_video 0b4qmQSvSCU · row 0b4qmQSvSCU

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Runaway

Listed as Autograf – Runaway (Affirmations) · Watch on YouTube

youtube_video 0h84KlLk4Cs · row 0h84KlLk4Cs

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

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

youtube_video 0p8EVJogWn8 · row 0p8EVJogWn8

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Hold Me Back (feat. John Splithoff)

Listed as Autograf – Hold Me Back (feat. John Splithoff) (Love & Retrograde) · Watch on YouTube

youtube_video 49S3cuqzHY8 · row 49S3cuqzHY8

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Don’t Worry

Listed as Autograf – Don’t Worry (Don’t Worry) · Watch on YouTube

youtube_video 4OSzJW1JB8w · row 4OSzJW1JB8w

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Easy (feat. Papa Ya)

Listed as Autograf – Easy (feat. Papa Ya) (Easy) · Watch on YouTube

youtube_video 58_IzLvv_rc · row 58_IzLvv_rc

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Slow Burn

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

youtube_video 5FbKLvMqTcg · row 5FbKLvMqTcg

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Future Soup (feat. Patrick Baker)

Listed as Autograf – Future Soup (feat. Patrick Baker) (Future Soup EP) · Watch on YouTube

youtube_video 6216tQAWlRk · row 6216tQAWlRk

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You Might Be (Gianni Kosta Remix) (feat. Lils)

Listed as Autograf – You Might Be (Gianni Kosta Remix) (feat. Lils) (You Might Be (Remixes)) · Watch on YouTube

youtube_video 7Mj7mPDbr8A · row 7Mj7mPDbr8A

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Metaphysical (Daktyl Remix)

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

youtube_video 8Av_OdDR--U · row 8Av_OdDR--U

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Running

Listed as Autograf – Running (Running) · Watch on YouTube

youtube_video 8Wz5063mkYw · row 8Wz5063mkYw

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Love Runs Deep (feat. Tiina)

Listed as Autograf – Love Runs Deep (feat. Tiina) (Love Runs Deep) · Watch on YouTube

youtube_video 8w_bc4gqebE · row 8w_bc4gqebE

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Casual Love (SLVR Remix) (feat. SLVR)

Listed as Autograf, The Griswolds – Casual Love (SLVR Remix) (feat. SLVR) (Love & Retrograde (Remixes, Vol. 1)) · Watch on YouTube

youtube_video CIvUVkrmjoE · row CIvUVkrmjoE

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Simple (feat. Victoria Zaro)

Listed as Autograf – Simple (feat. Victoria Zaro) (Simple) · Watch on YouTube

youtube_video CsRRrFtwUZM · row CsRRrFtwUZM

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If You Never Loved Me

Listed as Autograf, Kaleena Zanders – If You Never Loved Me (The Ace of You) · Watch on YouTube

youtube_video FW00SU2jJ4k · row FW00SU2jJ4k

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Death Note

Listed as Autograf, Stellar – Death Note (Death Note) · Watch on YouTube

youtube_video GQwDTCX9zd8 · row GQwDTCX9zd8

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Heartbeat (Alex Schulz Remix)

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

youtube_video GtITKSrIFGo · row GtITKSrIFGo

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Vertigo

Listed as Autograf, Malou, Burko – Vertigo (Vertigo) · Watch on YouTube

youtube_video HxVsBahDPS4 · row HxVsBahDPS4

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Vertigo (ASOT 1157) (Burko VIP)

Listed as Autograf, Malou, Burko – Vertigo (ASOT 1157) (Burko VIP) (ASOT 1157 (A State of Trance Episode 1157)) · Watch on YouTube

youtube_video Jbkw94DP5Tc · row Jbkw94DP5Tc

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Waiting

Listed as Autograf, Scorsi – Waiting (Waiting) · Watch on YouTube

youtube_video KAtbTaAq-h4 · row KAtbTaAq-h4

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Future Soup (Ferdinand Weber Remix)

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

youtube_video KWaurtlcKXU · row KWaurtlcKXU

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Hope For Tomorrow

Listed as Autograf, Klingande, Dragonette – Hope For Tomorrow (Hope For Tomorrow) · Watch on YouTube

youtube_video Kf-u1rEJliE · row Kf-u1rEJliE

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Move All Night

Listed as SNBRN, Autograf, KOLE – Move All Night (Move All Night) · Watch on YouTube

youtube_video OWARMRRVQhs · row OWARMRRVQhs

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Over The Sea

Listed as Autograf, Johanson – Over The Sea (Over The Sea) · Watch on YouTube

youtube_video OsRLzlysoSY · row OsRLzlysoSY

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Dream (Boehm Remix)

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

youtube_video PIOQuUvNvL0 · row PIOQuUvNvL0

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Wait for the Weekend

Listed as Autograf – Wait for the Weekend (Wait for the Weekend) · Watch on YouTube

youtube_video PJW8JhvoBjE · row PJW8JhvoBjE

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Dead Soon (Chill Mix) (feat. Lils & Bonsai Mammal)

Listed as Autograf – Dead Soon (Chill Mix) (feat. Lils & Bonsai Mammal) (Dead Soon (Chill Mix)) · Watch on YouTube

youtube_video PYkEeAYzKkI · row PYkEeAYzKkI

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Lie

Listed as Autograf, your friend polly – Lie (Lie) · Watch on YouTube

youtube_video VOACoxM6324 · row VOACoxM6324

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Sleepless In NYC

Listed as Autograf – Sleepless In NYC (Sleepless In NYC) · Watch on YouTube

youtube_video WYcSUEOVllk · row WYcSUEOVllk

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Voodoo

Listed as Autograf, Burko – Voodoo (Affirmations) · Watch on YouTube

youtube_video YDt66f1DE9I · row YDt66f1DE9I

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Metaphysical (feat. Janelle Kroll)

Listed as Autograf – Metaphysical (feat. Janelle Kroll) (Metaphysical) · Watch on YouTube

youtube_video _66ybpKcIVc · row _66ybpKcIVc

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I Wanna Go (Extended Mix)

Listed as Autograf – I Wanna Go (Extended Mix) (I Wanna Go) · Watch on YouTube

youtube_video _PEHC_Ag1kE · row _PEHC_Ag1kE

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Heartbeat

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

youtube_video _S9JKU7oK0U · row _S9JKU7oK0U

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Hope For Tomorrow (Giiants Remix)

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

youtube_video a8Mo9YlIQjQ · row a8Mo9YlIQjQ

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Dead Soon (feat. Lils & Bonsai Mammal)

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

youtube_video az5z0XDpQWo · row az5z0XDpQWo

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Ain't Deep Enough (feat. Jared Lee)

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

youtube_video bTKBNQXKqSI · row bTKBNQXKqSI

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Walk with You

Listed as Autograf, Janelle Kroll – Walk with You (Walk with You) · Watch on YouTube

youtube_video d0cEsLlLYy8 · row d0cEsLlLYy8

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Gravity (feat. French Horn Rebellion)

Listed as Autograf – Gravity (feat. French Horn Rebellion) (Gravity) · Watch on YouTube

youtube_video fw2GcuYAJ1E · row fw2GcuYAJ1E

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Episode (Dub Mix)

Listed as Autograf – Episode (Dub Mix) (Episode (Dub Mix)) · Watch on YouTube

youtube_video jUBKBDZkT6o · row jUBKBDZkT6o

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Casual Love

Listed as Autograf, The Griswolds – Casual Love (Love & Retrograde) · Watch on YouTube

youtube_video pTsYLCtodi0 · row pTsYLCtodi0

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You Might Be (GoldFish Remix) (feat. Lils)

Listed as Autograf – You Might Be (GoldFish Remix) (feat. Lils) (You Might Be (Remixes)) · Watch on YouTube

youtube_video rzdiFLycexg · row rzdiFLycexg

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Gravity (Flyboy Remix) (feat. French Horn Rebellion)

Listed as Autograf – Gravity (Flyboy Remix) (feat. French Horn Rebellion) (Gravity / Dead Soon (Remixes)) · Watch on YouTube

youtube_video s4tVXxfpCJo · row s4tVXxfpCJo

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Nobody Knows (Extended Mix) (feat. WYNNE)

Listed as Autograf – Nobody Knows (Extended Mix) (feat. WYNNE) (Nobody Knows) · Watch on YouTube

youtube_video tyc0GXIxy4Y · row tyc0GXIxy4Y

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Retrograde

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

youtube_video uS2R8QcR-Ek · row uS2R8QcR-Ek

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Dream

Listed as Autograf – Dream (Dream) · Watch on YouTube

youtube_video uWpYOWQ5wJA · row uWpYOWQ5wJA

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In Your Eyes

Listed as Autograf, Mougleta – In Your Eyes (In Your Eyes) · Watch on YouTube

youtube_video vLp2_QaKgeo · row vLp2_QaKgeo

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Simple (Gianni Kosta Remix) (feat. Victoria Zaro)

Listed as Autograf – Simple (Gianni Kosta Remix) (feat. Victoria Zaro) (Simple [The Remixes]) · Watch on YouTube

youtube_video weiQv2xilmw · row weiQv2xilmw

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You Might Be (Radio Edit Audio) (feat. Lils)

Listed as Autograf – You Might Be (Radio Edit Audio) (feat. Lils) (You Might Be) · Watch on YouTube

youtube_video xiZ0FLLk-0s · row xiZ0FLLk-0s

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Test the Waters (feat. WYNNE)

Listed as Autograf – Test the Waters (feat. WYNNE) (Love & Retrograde) · Watch on YouTube

youtube_video yBt26AwA7r4 · row yBt26AwA7r4

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Beware The Dog (Autograf Remix)

Listed as The Griswolds, Autograf – Beware The Dog (Autograf Remix) (Beware The Dog (Autograf Remix)) · Watch on YouTube

youtube_video zaEKHTyCjDw · row zaEKHTyCjDw

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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.