Yes. Travis Scott has 161 songs listed in a dataset used to train AI music models.

Used for training 161

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 Whole Lotta Lovin' (Grandtheft Remix), Whole Lotta Lovin' (Le Boeuf Remix), Upper Echelon

Listed under the artist name 161 songs in LAION-DISCO-12M

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

Whole Lotta Lovin' (Grandtheft Remix)

Listed as Mustard, Travis Scott – Whole Lotta Lovin' (Grandtheft Remix) (Whole Lotta Lovin' (Grandtheft Remix)) · Watch on YouTube

youtube_video -8CkM-AW-jo · row -8CkM-AW-jo

LAION-DISCO-12M

Whole Lotta Lovin' (Le Boeuf Remix)

Listed as Mustard, Travis Scott – Whole Lotta Lovin' (Le Boeuf Remix) (Whole Lotta Lovin' (Le Boeuf Remix)) · Watch on YouTube

youtube_video HgGc1DcLwI0 · row HgGc1DcLwI0

LAION-DISCO-12M

Upper Echelon

Listed as T.I., Travis Scott – Upper Echelon (Never Turn Down, Vol. 6) · Watch on YouTube

youtube_video Mw10M4W2gxs · row Mw10M4W2gxs

LAION-DISCO-12M

Whole Lotta Lovin' (Djemba Djemba Remix)

Listed as DJ Mustard, Travis Scott – Whole Lotta Lovin' (Djemba Djemba Remix) (Whole Lotta Lovin' (Djemba Djemba Remix)) · Watch on YouTube

youtube_video NdzEVeEuARg · row NdzEVeEuARg

LAION-DISCO-12M

Active

Listed as Asake, Travis Scott – Active (Active) · Watch on YouTube

youtube_video PZ6oLZmlzWY · row PZ6oLZmlzWY

LAION-DISCO-12M

DELRESTO (ECHOES)

Listed as Beyoncé, Travis Scott – DELRESTO (ECHOES) (DELRESTO (ECHOES)) · Watch on YouTube

youtube_video djjJppx5nD0 · row djjJppx5nD0

LAION-DISCO-12M

Oh Shhh...

Listed as Ice Spice, Travis Scott – Oh Shhh... (Y2K!) · Watch on YouTube

youtube_video iYHXyS9sI5Y · row iYHXyS9sI5Y

LAION-DISCO-12M

Whole Lotta Lovin' (With You Remix)

Listed as Mustard, Travis Scott – Whole Lotta Lovin' (With You Remix) (Whole Lotta Lovin' (With You Remix)) · Watch on YouTube

youtube_video jyS8w4Ljgp4 · row jyS8w4Ljgp4

LAION-DISCO-12M

Whole Lotta Lovin' (LeMarquis Remix)

Listed as Mustard, Travis Scott – Whole Lotta Lovin' (LeMarquis Remix) (Whole Lotta Lovin' (LeMarquis Remix)) · Watch on YouTube

youtube_video lJpchhcr7Po · row lJpchhcr7Po

LAION-DISCO-12M

K-POP

Listed as Travis Scott, Bad Bunny, The Weeknd – K-POP (K-POP) · Watch on YouTube

youtube_video nS2sbIxmUoc · row nS2sbIxmUoc

LAION-DISCO-12M

Whole Lotta Lovin' (Bad Royale Remix)

Listed as Mustard, Travis Scott – Whole Lotta Lovin' (Bad Royale Remix) (Whole Lotta Lovin' (Bad Royale Remix)) · Watch on YouTube

youtube_video vpfS7YZUKAA · row vpfS7YZUKAA

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.