Report Dirt Cheap built from the datasets alone

Yes. Dirt Cheap has 5 songs and 2 videos listed in datasets used to train and test AI music models.

This page only knows about the videos the datasets list. To check every upload on the channel:

Used for training and testing 2

videos in AudioSet

A list of about a million ten-second YouTube clips, each labelled with the sounds in it, that Google published in 2017. Labs use it to train and test general audio and music models.

Including Dirt Cheap Chicken lives it up with some Pre/Post Game Fun, Dirt Cheap Chicken Celebrates July 4th with Freedom from High Prices on Liquor

Used for training 5

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 Into The Light (Dirt Cheap & M4SONIC Club Mix), Into The Light (Adrian Lux Remix), Into the Light (Radio Edit)

Listed under the artist name 5 songs in LAION-DISCO-12M

Probable match by artist name. If this is not you, ignore this section. Artist page on YouTube Music.

Into The Light (Dirt Cheap & M4SONIC Club Mix)

Listed as Denzal Park, M4SONIC, Dirt Cheap – Into The Light (Dirt Cheap & M4SONIC Club Mix) (Into The Light (Remixes)) · Watch on YouTube

youtube_video 4CWWzMgEMT0 · row 4CWWzMgEMT0

LAION-DISCO-12M

Into The Light (Adrian Lux Remix)

Listed as Denzal Park, M4SONIC, Dirt Cheap – Into The Light (Adrian Lux Remix) (Into The Light (Remixes)) · Watch on YouTube

youtube_video LdH17alEvwE · row LdH17alEvwE

LAION-DISCO-12M

Into the Light (Radio Edit)

Listed as Denzal Park, M4SONIC, Dirt Cheap – Into the Light (Radio Edit) (Into the Light (Radio Edit)) · Watch on YouTube

youtube_video OrZKqCtots8 · row OrZKqCtots8

LAION-DISCO-12M

Into The Light (Matt Watkins Remix)

Listed as Denzal Park, M4SONIC, Dirt Cheap – Into The Light (Matt Watkins Remix) (Into The Light (Remixes)) · Watch on YouTube

youtube_video TQFDet3v3xY · row TQFDet3v3xY

LAION-DISCO-12M

Panic

Listed as Krunk!, Dirt Cheap – Panic (Clubland Bounce Anthems, Vol. 1) · Watch on YouTube

youtube_video W9rERTqiCos · row W9rERTqiCos

LAION-DISCO-12M

AudioSet 2 videos, 2 rows

Dirt Cheap Chicken lives it up with some Pre/Post Game Fun

Clip 20s to 30s · Open clip on YouTube · Labels: Music, Speech

youtube_video CaB1Sq0EZzU · row unbalanced_train:CaB1Sq0EZzU:20:30

AudioSetunbalanced_train

Dirt Cheap Chicken Celebrates July 4th with Freedom from High Prices on Liquor

Clip 20s to 30s · Open clip on YouTube · Labels: Music, Speech, Outside, urban or manmade

youtube_video u9dnYCNKoZU · row unbalanced_train:u9dnYCNKoZU:20:30

AudioSetunbalanced_train

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

Keep a copy

Download the evidence (PDF) JSON Check another name

Share this page https://youtrained.com/r/dirt-cheap-yt_UCx5jm41JAjtEs2-I7YY-sfg

Provenance

JSON export SHA-256 7ed2db1934a02b6b761591297da783a04d86edc399a08ec80d8cdb8700d7001b

Dataset versions indexed

Dataset	File	Rows	Loaded	SHA-256
audioset	balanced_train_segments.csv	8,836	2026-09-24T10:30:36+00:00	`3b83e5ff9ed72cfd…`
audioset	eval_segments.csv	7,848	2026-09-24T10:30:36+00:00	`f7055f53935f70e7…`
audioset	unbalanced_train_segments.csv	1,063,333	2026-09-24T10:30:43+00:00	`bb2dfd5e4f1ced39…`
laion_disco_12m	train-00000-of-00005.parquet	2,464,184	2026-09-24T12:18:19+00:00	`f8b1f0034f8f1e94…`
laion_disco_12m	train-00001-of-00005.parquet	2,464,183	2026-09-24T12:32:29+00:00	`71d78ad14ee3f85d…`
laion_disco_12m	train-00002-of-00005.parquet	2,464,183	2026-09-24T12:49:06+00:00	`0feba570a0e8e73c…`
laion_disco_12m	train-00003-of-00005.parquet	2,464,183	2026-09-24T13:06:37+00:00	`21a77d99fd85ad2f…`
laion_disco_12m	train-00004-of-00005.parquet	2,464,183	2026-09-24T13:24:36+00:00	`6ac5f59958b6b813…`
musiccaps	musiccaps-public.csv	5,521	2026-09-24T10:29:42+00:00	`8cc109ac507b5e5a…`

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. This report is informational and is not legal advice. It shows that identifiers matching your work are present in the named public research datasets; it does not establish how any particular company used them. If you are the subject of this page and want it removed, see removals.