Yes. Ty Dolla $ign has 194 songs listed in a dataset used to train AI music models.

Used for training 194

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 Willing To Trust, RIVER, If I Fall (Music from the Motion Picture Transformers One)

Listed under the artist name 194 songs in LAION-DISCO-12M

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

Willing To Trust

Listed as Kid Cudi, Ty Dolla $ign – Willing To Trust (Willing To Trust) · Watch on YouTube

youtube_video -O1ja1FE4mg · row -O1ja1FE4mg

LAION-DISCO-12M

RIVER

Listed as ¥$, Kanye West, Ty Dolla $ign – RIVER (VULTURES 2) · Watch on YouTube

youtube_video 06xlXARouL0 · row 06xlXARouL0

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If I Fall (Music from the Motion Picture Transformers One)

Listed as Quavo, Ty Dolla $ign, ARE WE DREAMING – If I Fall (Music from the Motion Picture Transformers One) (If I Fall (Music from the Motion Picture Transformers One)) · Watch on YouTube

youtube_video 56lalVDg5_E · row 56lalVDg5_E

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BOMB

Listed as ¥$, Kanye West, Ty Dolla $ign – BOMB (VULTURES 2) · Watch on YouTube

youtube_video 59Zg6WGLLGM · row 59Zg6WGLLGM

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Paranoid (feat. B.o.B)

Listed as Ty Dolla $ign – Paranoid (feat. B.o.B) (Paranoid) · Watch on YouTube

youtube_video 61gZiZ7IEYU · row 61gZiZ7IEYU

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Vibe Like This

Listed as SG Lewis, Ty Dolla $ign, Lucky Daye – Vibe Like This (Vibe Like This) · Watch on YouTube

youtube_video 6FN7RlX48nE · row 6FN7RlX48nE

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FOREVER ROLLING

Listed as ¥$, Kanye West, Ty Dolla $ign – FOREVER ROLLING (VULTURES 2) · Watch on YouTube

youtube_video 6bvgZtzG1PY · row 6bvgZtzG1PY

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TIME MOVING SLOW

Listed as ¥$, Kanye West, Ty Dolla $ign – TIME MOVING SLOW (VULTURES 2) · Watch on YouTube

youtube_video 8PIxPK6FoLg · row 8PIxPK6FoLg

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Maan

Listed as Wiz Khalifa, Juicy J, Ty Dolla – Maan (Taylor Gang) · Watch on YouTube

youtube_video 9MEeB-V6rDk · row 9MEeB-V6rDk

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Freaky (feat. A$AP Rocky & Suicide Boy)

Listed as Juicy J, Ty Dolla $ign – Freaky (feat. A$AP Rocky & Suicide Boy) (First Taylor Gang) · Watch on YouTube

youtube_video ALN3mk7yPaA · row ALN3mk7yPaA

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Go Hard or Go Home (Pt. 2)

Listed as Wiz Khalifa, Trey Songz, French Montana, Ty Dolla $ign – Go Hard or Go Home (Pt. 2) (Furious 7: Original Motion Picture Soundtrack (Deluxe)) · Watch on YouTube

youtube_video BLjBaGFhREo · row BLjBaGFhREo

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Lie 2 Me

Listed as Jeremih, Ty Dolla $ign – Lie 2 Me (MIH-TY) · Watch on YouTube

youtube_video C1Xuf0t7GTM · row C1Xuf0t7GTM

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HUSBAND

Listed as ¥$, Kanye West, Ty Dolla $ign – HUSBAND (VULTURES 2) · Watch on YouTube

youtube_video C5MbshHCisA · row C5MbshHCisA

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Hard or Home (feat. French Montana & Trey Songz)

Listed as Wiz Khalifa, Juicy J, Ty Dolla $ign – Hard or Home (feat. French Montana & Trey Songz) (Taylor Gang) · Watch on YouTube

youtube_video DnaYYCrdf2E · row DnaYYCrdf2E

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SKY CITY

Listed as ¥$, Kanye West, Ty Dolla $ign – SKY CITY (VULTURES 2) · Watch on YouTube

youtube_video EIoNZjdz1ng · row EIoNZjdz1ng

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I Won

Listed as Ty Dolla $ign, Jack Harlow, 24kGoldn – I Won (I Won) · Watch on YouTube

youtube_video EWOhNZtcx40 · row EWOhNZtcx40

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530

Listed as ¥$, Kanye West, Ty Dolla $ign – 530 (VULTURES 2) · Watch on YouTube

youtube_video FTnNssROpk4 · row FTnNssROpk4

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Ex (feat. YG)

Listed as Ty Dolla $ign – Ex (feat. YG) (Beach House 3) · Watch on YouTube

youtube_video G55QUb-K6ig · row G55QUb-K6ig

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Bad Bitch (feat. Ty Dolla $ign)

Listed as Bebe Rexha, Ty Dolla $ign – Bad Bitch (feat. Ty Dolla $ign) (All Your Fault: Pt. 1) · Watch on YouTube

youtube_video GhATpFG3l88 · row GhATpFG3l88

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Wavy (feat. Joe Moses)

Listed as Ty Dolla $ign – Wavy (feat. Joe Moses) (Free TC (Deluxe Edition)) · Watch on YouTube

youtube_video KkQjycJsxXo · row KkQjycJsxXo

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RIVER

Listed as ¥$, Kanye West, Ty Dolla $ign – RIVER (VULTURES 2) · Watch on YouTube

youtube_video LE_MtLGQXKE · row LE_MtLGQXKE

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For Everybody (feat. R. City)

Listed as Wiz Khalifa, Juicy J, Ty Dolla $ign – For Everybody (feat. R. City) (Taylor Gang) · Watch on YouTube

youtube_video PEzcdQYtX3w · row PEzcdQYtX3w

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Reachin’

Listed as Diddy, Ty Dolla $ign, Coco Jones – Reachin’ (The Love Album: Off the Grid) · Watch on YouTube

youtube_video PK0RkxOvrUY · row PK0RkxOvrUY

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DEAD

Listed as ¥$, Kanye West, Ty Dolla $ign – DEAD (VULTURES 2) · Watch on YouTube

youtube_video SazJB1xW258 · row SazJB1xW258

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Or Nah (feat. Wiz Kahlifa & DJ Mustard)

Listed as Ty Dolla $ign – Or Nah (feat. Wiz Kahlifa & DJ Mustard) (Or Nah) · Watch on YouTube

youtube_video Xx8EC34j3yE · row Xx8EC34j3yE

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Shell Shocked (From "Teenage Mutant Ninja Turtles") (feat. Kill The Noise & Madsonik)

Listed as Juicy J, Wiz Khalifa, Ty Dolla $ign – Shell Shocked (From "Teenage Mutant Ninja Turtles") (feat. Kill The Noise & Madsonik) (Shell Shocked (From "Teenage Mutant Ninja Turtles")) · Watch on YouTube

youtube_video Z7LYXExn10o · row Z7LYXExn10o

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Mind Your Business (Bosses in Love)

Listed as Diddy, Kehlani, Ty Dolla $ign – Mind Your Business (Bosses in Love) (The Love Album: Off the Grid) · Watch on YouTube

youtube_video ZDpBkt31zkI · row ZDpBkt31zkI

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Or Nah (Remix) (feat. The Weeknd, Wiz Khalifa & DJ Mustard)

Listed as Ty Dolla $ign – Or Nah (Remix) (feat. The Weeknd, Wiz Khalifa & DJ Mustard) (Or Nah (Remix)) · Watch on YouTube

youtube_video ZYVQAsQ6QmI · row ZYVQAsQ6QmI

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Bosses in Love

Listed as Diddy, Kehlani, Ty Dolla $ign – Bosses in Love (The Love Album: Off The Grid (Extended)) · Watch on YouTube

youtube_video _uc4mucYtMs · row _uc4mucYtMs

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PROMOTION

Listed as ¥$, Kanye West, Ty Dolla $ign – PROMOTION (VULTURES 2) · Watch on YouTube

youtube_video e6fCgEmZLLE · row e6fCgEmZLLE

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FRIED

Listed as ¥$, Kanye West, Ty Dolla $ign – FRIED (VULTURES 2) · Watch on YouTube

youtube_video eKz5zLp9jsE · row eKz5zLp9jsE

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Saved (feat. E-40)

Listed as Ty Dolla $ign – Saved (feat. E-40) (Free TC) · Watch on YouTube

youtube_video f2yVgo5u5rw · row f2yVgo5u5rw

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Diamond Mind

Listed as Dr. Dre, Nipsey Hussle, Ty Dolla $ign – Diamond Mind (Diamond Mind) · Watch on YouTube

youtube_video fuKaIsi8VIQ · row fuKaIsi8VIQ

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FIELD TRIP

Listed as ¥$, Kanye West, Ty Dolla $ign – FIELD TRIP (VULTURES 2) · Watch on YouTube

youtube_video hmrU19LBRkM · row hmrU19LBRkM

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Go Hard or Go Home (Pt. 2)

Listed as Wiz Khalifa, Trey Songz, French Montana, Ty Dolla $ign – Go Hard or Go Home (Pt. 2) (Furious 7: Original Motion Picture Soundtrack (Deluxe)) · Watch on YouTube

youtube_video iFqui0FgpZI · row iFqui0FgpZI

LAION-DISCO-12M

What You Think (feat. OJ Da Juiceman)

Listed as Zaytoven, Ty Dolla $ign, Jeremih – What You Think (feat. OJ Da Juiceman) (Trapholizay) · Watch on YouTube

youtube_video jW90VKkpkEI · row jW90VKkpkEI

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LIFESTYLE

Listed as ¥$, Kanye West, Ty Dolla $ign – LIFESTYLE (VULTURES 2) · Watch on YouTube

youtube_video kWI_p3-FIUI · row kWI_p3-FIUI

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I'm a Real

Listed as YG, Ty Dolla $ign – I'm a Real (L.A Forever) · Watch on YouTube

youtube_video lJWnYEoaaMo · row lJWnYEoaaMo

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Blasé (feat. Future & Rae Sremmurd)

Listed as Ty Dolla $ign – Blasé (feat. Future & Rae Sremmurd) (Free TC) · Watch on YouTube

youtube_video lojpjOv8oT8 · row lojpjOv8oT8

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Love U Better (feat. Lil Wayne & The-Dream)

Listed as Ty Dolla $ign – Love U Better (feat. Lil Wayne & The-Dream) (Beach House 3) · Watch on YouTube

youtube_video nmypw1cXv80 · row nmypw1cXv80

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BURN

Listed as ¥$, Kanye West, Ty Dolla $ign – BURN (VULTURES 1) · Watch on YouTube

youtube_video oAbX14IadBo · row oAbX14IadBo

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Ego Death (feat. Kanye West, FKA twigs & Skrillex)

Listed as Ty Dolla $ign – Ego Death (feat. Kanye West, FKA twigs & Skrillex) (Featuring Ty Dolla $ign) · Watch on YouTube

youtube_video s_kaxQUIqeY · row s_kaxQUIqeY

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Spicy (feat. Post Malone)

Listed as Ty Dolla $ign – Spicy (feat. Post Malone) (Featuring Ty Dolla $ign) · Watch on YouTube

youtube_video wTpbjWUNoL4 · row wTpbjWUNoL4

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FUK SUMN

Listed as ¥$, Kanye West, Ty Dolla $ign – FUK SUMN (VULTURES 1) · Watch on YouTube

youtube_video xd2SEKy6HIM · row xd2SEKy6HIM

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Ave Maria

Listed as Zacari, Ty Dolla $ign – Ave Maria (Ave Maria) · Watch on YouTube

youtube_video xqT1ivEWIrY · row xqT1ivEWIrY

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Drop That Kitty (feat. Charli XCX & Tinashe)

Listed as Ty Dolla $ign – Drop That Kitty (feat. Charli XCX & Tinashe) (Drop That Kitty) · Watch on YouTube

youtube_video yR7yJiiAWk4 · row yR7yJiiAWk4

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SLIDE

Listed as ¥$, Kanye West, Ty Dolla $ign – SLIDE (VULTURES 2) · Watch on YouTube

youtube_video yYRdzk_snIM · row yYRdzk_snIM

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Swalla (feat. Nicki Minaj & Ty Dolla $ign)

Listed as Jason Derulo, Nicki Minaj, Ty Dolla $ign – Swalla (feat. Nicki Minaj & Ty Dolla $ign) (Swalla (feat. Nicki Minaj & Ty Dolla $ign)) · Watch on YouTube

youtube_video ycQqiLpEbZI · row ycQqiLpEbZI

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COLE PIMP

Listed as Denzel Curry, Ty Dolla $ign, Juicy J – COLE PIMP (King Of The Mischievous South Vol. 2) · Watch on YouTube

youtube_video zLFtWjCh-Fg · row zLFtWjCh-Fg

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Scared of the Dark (feat. XXXTENTACION)

Listed as Lil Wayne, Ty Dolla $ign – Scared of the Dark (feat. XXXTENTACION) (Spider-Man: Into the Spider-Verse (Soundtrack From & Inspired by the Motion Picture)) · Watch on YouTube

youtube_video zVlFkFmk_NM · row zVlFkFmk_NM

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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.