Yes. Don Toliver has 132 songs listed in a dataset used to train AI music models.

Used for training 132

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 Drugs N Hella Melodies (feat. Kali Uchis), After Party, TORE UP

Listed under the artist name 132 songs in LAION-DISCO-12M

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

Drugs N Hella Melodies (feat. Kali Uchis)

Listed as Don Toliver – Drugs N Hella Melodies (feat. Kali Uchis) (Life of a Don) · Watch on YouTube

youtube_video 0X2ki2mqRbE · row 0X2ki2mqRbE

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After Party

Listed as Don Toliver – After Party (Heaven Or Hell) · Watch on YouTube

youtube_video 2_eudldBr9U · row 2_eudldBr9U

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TORE UP

Listed as Don Toliver – TORE UP (HARDSTONE PSYCHO) · Watch on YouTube

youtube_video 2vySRN3VQDs · row 2vySRN3VQDs

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ICE AGE (feat. Travis Scott)

Listed as Don Toliver – ICE AGE (feat. Travis Scott) (HARDSTONE PSYCHO) · Watch on YouTube

youtube_video 3vOkyuifQjg · row 3vOkyuifQjg

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NO IDEA #jerseyclub (Ziahfyah & Indo2x Remix)

Listed as Don Toliver – NO IDEA #jerseyclub (Ziahfyah & Indo2x Remix) (NO IDEA #jerseyclub (Ziahfyah & Indo2x Remix)) · Watch on YouTube

youtube_video 51Zh8u3SS90 · row 51Zh8u3SS90

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Flocky Flocky (feat. Travis Scott)

Listed as Don Toliver – Flocky Flocky (feat. Travis Scott) (Life of a Don) · Watch on YouTube

youtube_video 5CYMK6aqX88 · row 5CYMK6aqX88

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BACKSTREETS (feat. Teezo Touchdown)

Listed as Don Toliver – BACKSTREETS (feat. Teezo Touchdown) (HARDSTONE PSYCHO) · Watch on YouTube

youtube_video 5T3gO0PkAlA · row 5T3gO0PkAlA

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PURPLE RAIN (feat. Future & Metro Boomin)

Listed as Don Toliver – PURPLE RAIN (feat. Future & Metro Boomin) (HARDSTONE PSYCHO) · Watch on YouTube

youtube_video 6bCaW6ooqPA · row 6bCaW6ooqPA

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Cafeteria (feat. Gunna)

Listed as Chase B, Don Toliver – Cafeteria (feat. Gunna) (Cafeteria) · Watch on YouTube

youtube_video 72HeWo0CA-E · row 72HeWo0CA-E

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4X4

Listed as Don Toliver – 4X4 (HARDSTONE PSYCHO) · Watch on YouTube

youtube_video 72KC8xMmERU · row 72KC8xMmERU

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Don’t Go

Listed as Skrillex, Justin Bieber, Don Toliver – Don’t Go (Don’t Get Too Close) · Watch on YouTube

youtube_video 7FowCr427RQ · row 7FowCr427RQ

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WORTH IT (Sped Up)

Listed as Offset, Don Toliver – WORTH IT (Sped Up) (SET IT OFF (Versions)) · Watch on YouTube

youtube_video 8AUc7G9285Y · row 8AUc7G9285Y

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Mystery Lady

Listed as Masego, Don Toliver – Mystery Lady (Mystery Lady) · Watch on YouTube

youtube_video 8R8Qbpv_BDo · row 8R8Qbpv_BDo

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WORTH IT

Listed as Offset, Don Toliver – WORTH IT (WORTH IT) · Watch on YouTube

youtube_video 8oUXZehbCMs · row 8oUXZehbCMs

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WORTH IT (Slowed)

Listed as Offset, Don Toliver – WORTH IT (Slowed) (SET IT OFF (Versions)) · Watch on YouTube

youtube_video 9Kn7EFrU4Ts · row 9Kn7EFrU4Ts

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Burrow (Bonus Track)

Listed as Kid Cudi, Don Toliver, Steve Aoki, Dot Da Genius – Burrow (Bonus Track) (Entergalactic) · Watch on YouTube

youtube_video AU5upmhndCM · row AU5upmhndCM

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BANDIT

Listed as Don Toliver – BANDIT (Bandit) · Watch on YouTube

youtube_video AYUuLlPpzew · row AYUuLlPpzew

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Ring Ring (Chopped Not Slopped) (feat. Travis Scott, Don Toliver, Quavo & Ty Dolla $ign)

Listed as CHASE B, Travis Scott, Don Toliver, Quavo – Ring Ring (Chopped Not Slopped) (feat. Travis Scott, Don Toliver, Quavo & Ty Dolla $ign) (Ring Ring (Chopped Not Slopped)) · Watch on YouTube

youtube_video AcEON5pQ7HM · row AcEON5pQ7HM

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No Idea (Dj Purpberry Chopped and Screwed)

Listed as Don Toliver – No Idea (Dj Purpberry Chopped and Screwed) (No Idea (DJ Purpberry Chopped and Screwed)) · Watch on YouTube

youtube_video CuWqAtC7cYM · row CuWqAtC7cYM

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Way Bigger

Listed as Don Toliver – Way Bigger (Life of a Don) · Watch on YouTube

youtube_video HhPz3NmJS_Y · row HhPz3NmJS_Y

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Link Up (Spider-Verse Remix (Spider-Man: Across the Spider-Verse )) (feat. BEAM & Toian)

Listed as Metro Boomin, Don Toliver, Wizkid – Link Up (Spider-Verse Remix (Spider-Man: Across the Spider-Verse )) (feat. BEAM & Toian) (METRO BOOMIN PRESENTS SPIDER-MAN: ACROSS THE SPIDER-VERSE (SOUNDTRACK FROM AND INSPIRED BY THE MOTION PICTURE)) · Watch on YouTube

youtube_video JCZlaILXWxE · row JCZlaILXWxE

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No Pole

Listed as Don Toliver – No Pole (Love Sick (Deluxe)) · Watch on YouTube

youtube_video KIXP--0-Tac · row KIXP--0-Tac

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Cardigan

Listed as Don Toliver – Cardigan (Heaven Or Hell) · Watch on YouTube

youtube_video KqtjS677Gbw · row KqtjS677Gbw

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What You Need

Listed as Don Toliver – What You Need (Life of a Don) · Watch on YouTube

youtube_video Kxmd_OC4at8 · row Kxmd_OC4at8

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Madonna

Listed as Toro y Moi, Don Toliver – Madonna (Hole Erth) · Watch on YouTube

youtube_video LnyenbN64_U · row LnyenbN64_U

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NEW DROP

Listed as Don Toliver – NEW DROP (HARDSTONE PSYCHO) · Watch on YouTube

youtube_video N1cL8kc-YQg · row N1cL8kc-YQg

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GLOCK

Listed as Don Toliver – GLOCK (HARDSTONE PSYCHO) · Watch on YouTube

youtube_video Ro4s4k91mvw · row Ro4s4k91mvw

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Private Landing (feat. Justin Bieber & Future)

Listed as Don Toliver – Private Landing (feat. Justin Bieber & Future) (Love Sick) · Watch on YouTube

youtube_video XL-K00W7lfI · row XL-K00W7lfI

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LOVE IS A DRUG

Listed as Don Toliver – LOVE IS A DRUG (HARDSTONE PSYCHO) · Watch on YouTube

youtube_video YDLGZCmO6us · row YDLGZCmO6us

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Home

Listed as Metro Boomin, Don Toliver, Lil Uzi Vert – Home (METRO BOOMIN PRESENTS SPIDER-MAN: ACROSS THE SPIDER-VERSE (SOUNDTRACK FROM AND INSPIRED BY THE MOTION PICTURE)) · Watch on YouTube

youtube_video Z-NUZp3hHv0 · row Z-NUZp3hHv0

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Embarrassed (feat. Travis Scott)

Listed as Don Toliver – Embarrassed (feat. Travis Scott) (Love Sick (Deluxe)) · Watch on YouTube

youtube_video Zeo2JOIg8ZY · row Zeo2JOIg8ZY

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No Idea

Listed as Don Toliver – No Idea (Heaven Or Hell) · Watch on YouTube

youtube_video ZkJHEUKtvXI · row ZkJHEUKtvXI

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Lemonade (feat. NAV)

Listed as Internet Money, Gunna, Don Toliver – Lemonade (feat. NAV) (B4 The Storm) · Watch on YouTube

youtube_video aBTAXo-6g9w · row aBTAXo-6g9w

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No Photos

Listed as Don Toliver – No Photos (Heaven Or Hell) · Watch on YouTube

youtube_video b_ygEmAubkw · row b_ygEmAubkw

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Ring Ring (feat. Travis Scott, Don Toliver, Quavo & Ty Dolla $ign)

Listed as CHASE B, Travis Scott, Don Toliver, Quavo – Ring Ring (feat. Travis Scott, Don Toliver, Quavo & Ty Dolla $ign) (Ring Ring) · Watch on YouTube

youtube_video bky0c0icMUA · row bky0c0icMUA

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BROTHER STONE (feat. Kodak Black)

Listed as Don Toliver – BROTHER STONE (feat. Kodak Black) (HARDSTONE PSYCHO) · Watch on YouTube

youtube_video gk3_V-iJTYY · row gk3_V-iJTYY

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GEEKED UP (feat. Yeat)

Listed as Don Toliver – GEEKED UP (feat. Yeat) (HARDSTONE PSYCHO) · Watch on YouTube

youtube_video jbgsyvuXfxU · row jbgsyvuXfxU

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DEEP IN THE WATER

Listed as Don Toliver – DEEP IN THE WATER (Deep in the Water) · Watch on YouTube

youtube_video mD80qjBUL1o · row mD80qjBUL1o

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Heavy stunts

Listed as Yeat, Don Toliver – Heavy stunts (King tonka) · Watch on YouTube

youtube_video nHFRz8QfLZ8 · row nHFRz8QfLZ8

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Lemonade (Remix)

Listed as Internet Money, Don Toliver, Roddy Ricch – Lemonade (Remix) (B4 The Storm) · Watch on YouTube

youtube_video o8g2KJXX1-U · row o8g2KJXX1-U

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Can't Feel My Legs

Listed as Don Toliver – Can't Feel My Legs (Heaven Or Hell) · Watch on YouTube

youtube_video og5XaUWmIZs · row og5XaUWmIZs

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ATTITUDE (feat. Charlie Wilson & Cash Cobain)

Listed as Don Toliver – ATTITUDE (feat. Charlie Wilson & Cash Cobain) (Attitude) · Watch on YouTube

youtube_video r2Sh7G-lH8U · row r2Sh7G-lH8U

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Undercurrent

Listed as Toro y Moi, Don Toliver, Porches – Undercurrent (Hole Erth) · Watch on YouTube

youtube_video stpDrOVzXpk · row stpDrOVzXpk

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5 TO 10

Listed as Don Toliver – 5 TO 10 (HARDSTONE PSYCHO) · Watch on YouTube

youtube_video ua7ayhFomLc · row ua7ayhFomLc

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You (feat. Travis Scott)

Listed as Don Toliver – You (feat. Travis Scott) (Life of a Don) · Watch on YouTube

youtube_video uwE7bDmTtP4 · row uwE7bDmTtP4

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KRYPTONITE

Listed as Don Toliver – KRYPTONITE (HARDSTONE PSYCHO) · Watch on YouTube

youtube_video vJx7fpvu45M · row vJx7fpvu45M

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Fast Lane

Listed as Don Toliver, Lil Durk, Latto – Fast Lane (Fast Lane) · Watch on YouTube

youtube_video vMKxZuvRQig · row vMKxZuvRQig

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Givin' Up (Not The One)

Listed as Don Toliver, 21 Savage, 2 Chainz – Givin' Up (Not The One) (METRO BOOMIN PRESENTS SPIDER-MAN: ACROSS THE SPIDER-VERSE (SOUNDTRACK FROM AND INSPIRED BY THE MOTION PICTURE)) · Watch on YouTube

youtube_video w5iB8cb1HtI · row w5iB8cb1HtI

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INSIDE (feat. Travis Scott)

Listed as Don Toliver – INSIDE (feat. Travis Scott) (HARDSTONE PSYCHO) · Watch on YouTube

youtube_video wH_LNtga8C8 · row wH_LNtga8C8

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Had Enough (feat. Offset & Quavo)

Listed as Don Toliver – Had Enough (feat. Offset & Quavo) (Heaven Or Hell) · Watch on YouTube

youtube_video ysBji2PTMIE · row ysBji2PTMIE

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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.