Yes. Mac Miller has 156 songs listed in a dataset used to train AI music models.

Used for training 156

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 The Scoop On Heaven, Red Dot Music (feat. Action Bronson), Aquarium

Listed under the artist name 156 songs in LAION-DISCO-12M

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

The Scoop On Heaven

Listed as Mac Miller – The Scoop On Heaven (I Love Life, Thank You) · Watch on YouTube

youtube_video -4Q3uNDoY3Q · row -4Q3uNDoY3Q

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Red Dot Music (feat. Action Bronson)

Listed as Mac Miller – Red Dot Music (feat. Action Bronson) (Watching Movies with the Sound Off) · Watch on YouTube

youtube_video -XMfNxybov0 · row -XMfNxybov0

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Aquarium

Listed as Mac Miller – Aquarium (Watching Movies with the Sound Off) · Watch on YouTube

youtube_video -fkFBPiJ-us · row -fkFBPiJ-us

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Conversation Pt. 1

Listed as Mac Miller – Conversation Pt. 1 (Swimming) · Watch on YouTube

youtube_video 0qAJgwkN76Y · row 0qAJgwkN76Y

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God Is Fair, Sexy Nasty (feat. Kendrick Lamar)

Listed as Mac Miller – God Is Fair, Sexy Nasty (feat. Kendrick Lamar) (The Divine Feminine) · Watch on YouTube

youtube_video 1F6zIO_QMTc · row 1F6zIO_QMTc

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Perfecto

Listed as Mac Miller – Perfecto (Swimming) · Watch on YouTube

youtube_video 1VYFen4LDRw · row 1VYFen4LDRw

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Brand Name

Listed as Mac Miller – Brand Name (GO:OD AM) · Watch on YouTube

youtube_video 26FUFIDqSWw · row 26FUFIDqSWw

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Perfect Circle / God Speed

Listed as Mac Miller – Perfect Circle / God Speed (GO:OD AM) · Watch on YouTube

youtube_video 2UkrJ0YjjUY · row 2UkrJ0YjjUY

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Of The Soul

Listed as Mac Miller – Of The Soul (Blue Slide Park) · Watch on YouTube

youtube_video 3QV-j_Nj_ss · row 3QV-j_Nj_ss

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Right

Listed as Mac Miller – Right (Circles (Deluxe)) · Watch on YouTube

youtube_video 6LbqGeAtCs4 · row 6LbqGeAtCs4

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Wedding

Listed as Mac Miller – Wedding (Faces) · Watch on YouTube

youtube_video 7SQHrK0l-ok · row 7SQHrK0l-ok

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Senior Skip Day

Listed as Mac Miller – Senior Skip Day (K.I.D.S.) · Watch on YouTube

youtube_video FFiRwxsV3z4 · row FFiRwxsV3z4

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Yeah (bonus)

Listed as Mac Miller – Yeah (bonus) (Faces) · Watch on YouTube

youtube_video FKvElVh61ck · row FKvElVh61ck

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The Quest

Listed as Mac Miller – The Quest (Watching Movies with the Sound Off (10th Anniversary)) · Watch on YouTube

youtube_video FnW6AMn8MhM · row FnW6AMn8MhM

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Insomniak (feat. Rick Ross)

Listed as Mac Miller – Insomniak (feat. Rick Ross) (Faces) · Watch on YouTube

youtube_video G8WB8155AMo · row G8WB8155AMo

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Break the Law

Listed as Mac Miller – Break the Law (GO:OD AM) · Watch on YouTube

youtube_video IQ49uwe-zv8 · row IQ49uwe-zv8

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Best Day Ever

Listed as Mac Miller – Best Day Ever (Best Day Ever (5th Anniversary Remastered Edition)) · Watch on YouTube

youtube_video NR8UDU57i_8 · row NR8UDU57i_8

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Under The Weather

Listed as Mac Miller – Under The Weather (Blue Slide Park) · Watch on YouTube

youtube_video NwbIXmTbjZQ · row NwbIXmTbjZQ

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Soulmate

Listed as Mac Miller – Soulmate (The Divine Feminine) · Watch on YouTube

youtube_video PCURDuvCuv8 · row PCURDuvCuv8

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Colors and Shapes

Listed as Mac Miller – Colors and Shapes (Colors and Shapes) · Watch on YouTube

youtube_video PJVv0ONEs3A · row PJVv0ONEs3A

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That's On Me

Listed as Mac Miller – That's On Me (Circles) · Watch on YouTube

youtube_video Pj-96jXGH3k · row Pj-96jXGH3k

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REMember

Listed as Mac Miller – REMember (Watching Movies with the Sound Off) · Watch on YouTube

youtube_video Psq8UZgOrhQ · row Psq8UZgOrhQ

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Keep Floatin feat. Wiz Khalifa (feat. Wiz Khalifa)

Listed as Mac Miller – Keep Floatin feat. Wiz Khalifa (feat. Wiz Khalifa) (Exclusive Tunes S.G. 37) · Watch on YouTube

youtube_video RTZ1pMlgdv0 · row RTZ1pMlgdv0

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Avian

Listed as Mac Miller – Avian (Watching Movies with the Sound Off) · Watch on YouTube

youtube_video SeYOfOelXTs · row SeYOfOelXTs

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Once A Day

Listed as Mac Miller – Once A Day (Circles) · Watch on YouTube

youtube_video W0GRONmMJPg · row W0GRONmMJPg

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Rain (feat. Vince Staples)

Listed as Mac Miller – Rain (feat. Vince Staples) (Faces) · Watch on YouTube

youtube_video Z9GpnyBoDZU · row Z9GpnyBoDZU

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Lucky Ass Bitch (feat. Juicy J)

Listed as Mac Miller – Lucky Ass Bitch (feat. Juicy J) (Lucky Ass Bitch) · Watch on YouTube

youtube_video bmAX17t8Hwo · row bmAX17t8Hwo

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Clubhouse

Listed as Mac Miller – Clubhouse (GO:OD AM) · Watch on YouTube

youtube_video d2iONei2b7U · row d2iONei2b7U

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Watching Movies

Listed as Mac Miller – Watching Movies (Watching Movies) · Watch on YouTube

youtube_video dNe1Ckh9Bg4 · row dNe1Ckh9Bg4

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I Am Who Am (Killin' Time) (feat. Niki Randa)

Listed as Mac Miller – I Am Who Am (Killin' Time) (feat. Niki Randa) (Watching Movies with the Sound Off) · Watch on YouTube

youtube_video dQ6_s7ahdck · row dQ6_s7ahdck

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Outside

Listed as Mac Miller – Outside (K.I.D.S.) · Watch on YouTube

youtube_video dUVsbzyDC_o · row dUVsbzyDC_o

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Buttons

Listed as Mac Miller – Buttons (Buttons) · Watch on YouTube

youtube_video e22dr3sUB4c · row e22dr3sUB4c

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New Faces v2 (feat. Earl Sweatshirt, Da$h & Earl Sweatshirt and Da$h)

Listed as Mac Miller – New Faces v2 (feat. Earl Sweatshirt, Da$h & Earl Sweatshirt and Da$h) (Faces) · Watch on YouTube

youtube_video eMjw2yd8WOA · row eMjw2yd8WOA

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Planet God Damn (feat. Njomza)

Listed as Mac Miller – Planet God Damn (feat. Njomza) (The Divine Feminine) · Watch on YouTube

youtube_video gz5WOsgaziU · row gz5WOsgaziU

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Here We Go

Listed as Mac Miller – Here We Go (Faces) · Watch on YouTube

youtube_video jgi8Y4BGwSU · row jgi8Y4BGwSU

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Another Night

Listed as Mac Miller – Another Night (On And On And Beyond) · Watch on YouTube

youtube_video lRMHJRGBbaU · row lRMHJRGBbaU

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Skin

Listed as Mac Miller – Skin (The Divine Feminine) · Watch on YouTube

youtube_video lT5AIfMBW7Y · row lT5AIfMBW7Y

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Hands

Listed as Mac Miller – Hands (Circles) · Watch on YouTube

youtube_video m2tJJlSlUfk · row m2tJJlSlUfk

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Party On Fifth Ave.

Listed as Mac Miller – Party On Fifth Ave. (Party On Fifth Ave.) · Watch on YouTube

youtube_video mf19CgKehMY · row mf19CgKehMY

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I Can See

Listed as Mac Miller – I Can See (Circles) · Watch on YouTube

youtube_video mg2ZoL2wG88 · row mg2ZoL2wG88

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Friends (feat. ScHoolboy Q)

Listed as Mac Miller – Friends (feat. ScHoolboy Q) (Faces) · Watch on YouTube

youtube_video nyumbJ1-Ikg · row nyumbJ1-Ikg

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Gees (feat. ScHoolboy Q)

Listed as Mac Miller – Gees (feat. ScHoolboy Q) (Watching Movies with the Sound Off) · Watch on YouTube

youtube_video o7PN8Y6jNCM · row o7PN8Y6jNCM

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Everybody

Listed as Mac Miller – Everybody (Circles) · Watch on YouTube

youtube_video pE61lg033eM · row pE61lg033eM

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We (feat. CeeLo Green)

Listed as Mac Miller – We (feat. CeeLo Green) (The Divine Feminine) · Watch on YouTube

youtube_video ps9sr8_3oro · row ps9sr8_3oro

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Inside Outside

Listed as Mac Miller – Inside Outside (Faces) · Watch on YouTube

youtube_video qjkZKtarnFg · row qjkZKtarnFg

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Angel Dust

Listed as Mac Miller – Angel Dust (Faces) · Watch on YouTube

youtube_video uLxmdI0_jhg · row uLxmdI0_jhg

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Frick Park Market

Listed as Mac Miller – Frick Park Market (Frick Park Market) · Watch on YouTube

youtube_video w2ne4Gkpt-Q · row w2ne4Gkpt-Q

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I Love Life, Thank You

Listed as Mac Miller – I Love Life, Thank You (I Love Life, Thank You) · Watch on YouTube

youtube_video wvvqBRm8gTQ · row wvvqBRm8gTQ

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Jump

Listed as Mac Miller – Jump (GO:OD AM) · Watch on YouTube

youtube_video x-2Jd9d2GTY · row x-2Jd9d2GTY

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The Star Room

Listed as Mac Miller – The Star Room (Watching Movies with the Sound Off) · Watch on YouTube

youtube_video z61aSmv1ONM · row z61aSmv1ONM

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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.