Report LOST&FOUND RECORDS ☥ built from the datasets alone

Yes. LOST&FOUND RECORDS ☥ has 18 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 Inception Dubstep | Jp' @SpidieWebHer, DREAMER | INCEPTION DUBSTEP Alex "Spacely" Jones @FuckSpacely #B2DBOkY

Used for training 18

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 So Into You (Gemi Remix), Searching (Acoustic), Tonight

Listed under the artist name 18 songs in LAION-DISCO-12M

Lost + Found 12 songs

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

So Into You (Gemi Remix)

Listed as Lost + Found – So Into You (Gemi Remix) (So Into You (Gemi Remix)) · Watch on YouTube

youtube_video 9iE98ShOOY4 · row 9iE98ShOOY4

LAION-DISCO-12M

Searching (Acoustic)

Listed as Lost + Found – Searching (Acoustic) (Searching (Acoustic)) · Watch on YouTube

youtube_video EmZwoXM5nmM · row EmZwoXM5nmM

LAION-DISCO-12M

Tonight

Listed as Lost + Found, Hayley May – Tonight (Tonight) · Watch on YouTube

youtube_video EoTLpQ79xw8 · row EoTLpQ79xw8

LAION-DISCO-12M

Ghosted (Zac Samuel Remix)

Listed as Lost + Found – Ghosted (Zac Samuel Remix) (Ghosted (Remixes)) · Watch on YouTube

youtube_video MMlYeQUfd1E · row MMlYeQUfd1E

LAION-DISCO-12M

So Into You (twocolors Remix)

Listed as Lost + Found – So Into You (twocolors Remix) (So Into You (twocolors Remix)) · Watch on YouTube

youtube_video TMfOY3bM44Y · row TMfOY3bM44Y

LAION-DISCO-12M

Ghosted

Listed as Lost + Found – Ghosted (Ghosted) · Watch on YouTube

youtube_video XaZZO19mNOk · row XaZZO19mNOk

LAION-DISCO-12M

We Belong Together (feat. RuthAnne)

Listed as Lost + Found – We Belong Together (feat. RuthAnne) (We Belong Together) · Watch on YouTube

youtube_video i6rq2bYYPEw · row i6rq2bYYPEw

LAION-DISCO-12M

Searching (Sleepwalkrs Remix)

Listed as Lost + Found – Searching (Sleepwalkrs Remix) (Searching (Sleepwalkrs Remix)) · Watch on YouTube

youtube_video kFNeLDtQpo4 · row kFNeLDtQpo4

LAION-DISCO-12M

So Into You (Jess Bays Remix)

Listed as Lost + Found – So Into You (Jess Bays Remix) (So Into You (Jess Bays Remix)) · Watch on YouTube

youtube_video ucCsU11niFs · row ucCsU11niFs

LAION-DISCO-12M

So Into You

Listed as Lost + Found – So Into You (So Into You) · Watch on YouTube

youtube_video vIkfi0klfHo · row vIkfi0klfHo

LAION-DISCO-12M

Ghosted (Dub Remix)

Listed as Lost + Found – Ghosted (Dub Remix) (Ghosted (Remixes)) · Watch on YouTube

youtube_video xEhz8OnXsCg · row xEhz8OnXsCg

LAION-DISCO-12M

Searching

Listed as Lost + Found – Searching (Searching) · Watch on YouTube

youtube_video y6Qoy2CfaG4 · row y6Qoy2CfaG4

LAION-DISCO-12M

Lost & Found 3 songs

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

Transmit

Listed as Painkiller, Lost & Found – Transmit (Transmit) · Watch on YouTube

youtube_video BL4PmT6Vk40 · row BL4PmT6Vk40

LAION-DISCO-12M

Sin Stereo

Listed as Lost & Found, Frozen Ghost – Sin Stereo (The Good, The Bad & The Filthy, Vol.1 (Best of 2005-2010)) · Watch on YouTube

youtube_video Kc1oRpzl0FA · row Kc1oRpzl0FA

LAION-DISCO-12M

Serious One

Listed as Painkiller, Lost & Found – Serious One (Transmit) · Watch on YouTube

youtube_video RAOQUgAlhvI · row RAOQUgAlhvI

LAION-DISCO-12M

Lost & Found 3 songs

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

Sequence & Patterns

Listed as Painkiller vs Lost & Found, Lost & Found – Sequence & Patterns (Echoes to Infinity) · Watch on YouTube

youtube_video 2vYGvwNnaKc · row 2vYGvwNnaKc

LAION-DISCO-12M

Serious One (Lost & Found Remix)

Listed as Lost & Found, painkiller – Serious One (Lost & Found Remix) (Midnight Storm V (Cyclone)) · Watch on YouTube

youtube_video VA0fIZhtWtk · row VA0fIZhtWtk

LAION-DISCO-12M

Sway

Listed as Rudy Zensky, Lozt & Found – Sway (Sway) · Watch on YouTube

youtube_video uDpVVTb1cqY · row uDpVVTb1cqY

LAION-DISCO-12M

AudioSet 2 videos, 2 rows

Inception Dubstep | Jp' @SpidieWebHer

Clip 30s to 40s · Open clip on YouTube · Labels: Electronic music, Music, Speech

youtube_video 7KzV9FXN9NA · row unbalanced_train:7KzV9FXN9NA:30:40

AudioSetunbalanced_train

DREAMER | INCEPTION DUBSTEP Alex "Spacely" Jones @FuckSpacely #B2DBOkY

Clip 30s to 40s · Open clip on YouTube · Labels: Electronic music, Music, Dubstep

youtube_video U_7vT8i3AXA · row unbalanced_train:U_7vT8i3AXA:30:40

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/lost-found-records-yt_UCLBOwuxgyVH7eMxLR6XE2sw

Provenance

JSON export SHA-256 2d4c0f9c753afe4f4f1f7ee9ecb6aadc153e0c94aefaaf9342001cf32d23a6c6

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.