Report Emily Bear built from the datasets alone

Yes. Emily Bear has 16 songs and 3 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 3

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 The Faktory - music re-scored and composed by Emily Bear, Emily Bear - "The Bravest Journey" Piano Solo Music Video, Emily Bear - improvisation "Take the A Train"

Used for training 16

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 Every Inch, Friend Turned Foe, Fool for You

Listed under the artist name 16 songs in LAION-DISCO-12M

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

Every Inch

Listed as Barlow & Bear, Abigail Barlow, Emily Bear – Every Inch (The Unofficial Bridgerton Musical) · Watch on YouTube

youtube_video -6YKtv0Eid0 · row -6YKtv0Eid0

LAION-DISCO-12M

Friend Turned Foe

Listed as Barlow & Bear, Abigail Barlow, Emily Bear – Friend Turned Foe (The Unofficial Bridgerton Musical) · Watch on YouTube

youtube_video 25J-Eoobvxw · row 25J-Eoobvxw

LAION-DISCO-12M

Fool for You

Listed as Barlow & Bear, Abigail Barlow, Emily Bear – Fool for You (The Unofficial Bridgerton Musical) · Watch on YouTube

youtube_video 3HxIrj_Gb7w · row 3HxIrj_Gb7w

LAION-DISCO-12M

Lady Whistledown

Listed as Barlow & Bear, Abigail Barlow, Emily Bear – Lady Whistledown (The Unofficial Bridgerton Musical) · Watch on YouTube

youtube_video 9MBrBYepmHk · row 9MBrBYepmHk

LAION-DISCO-12M

Alone Together

Listed as Barlow & Bear, Abigail Barlow, Emily Bear – Alone Together (The Unofficial Bridgerton Musical) · Watch on YouTube

youtube_video Eb1JA7Y08NY · row Eb1JA7Y08NY

LAION-DISCO-12M

Burn for You

Listed as Barlow & Bear, Abigail Barlow, Emily Bear – Burn for You (The Unofficial Bridgerton Musical) · Watch on YouTube

youtube_video FcJJb44U-kA · row FcJJb44U-kA

LAION-DISCO-12M

Balancing the Scales

Listed as Barlow & Bear, Abigail Barlow, Emily Bear – Balancing the Scales (The Unofficial Bridgerton Musical) · Watch on YouTube

youtube_video GjicgNZyGpY · row GjicgNZyGpY

LAION-DISCO-12M

The Ruse

Listed as Barlow & Bear, Abigail Barlow, Emily Bear – The Ruse (The Unofficial Bridgerton Musical) · Watch on YouTube

youtube_video HxSn0l-xxIE · row HxSn0l-xxIE

LAION-DISCO-12M

Worker Bee

Listed as Barlow & Bear, Abigail Barlow, Emily Bear – Worker Bee (The Unofficial Bridgerton Musical) · Watch on YouTube

youtube_video LoRgK6qeoDU · row LoRgK6qeoDU

LAION-DISCO-12M

Entertain Me

Listed as Barlow & Bear, Abigail Barlow, Emily Bear – Entertain Me (The Unofficial Bridgerton Musical) · Watch on YouTube

youtube_video NgtYmbcvVFo · row NgtYmbcvVFo

LAION-DISCO-12M

If I Were a Man

Listed as Barlow & Bear, Abigail Barlow, Emily Bear – If I Were a Man (The Unofficial Bridgerton Musical) · Watch on YouTube

youtube_video OfvDHQCXhLY · row OfvDHQCXhLY

LAION-DISCO-12M

Ocean Away

Listed as Barlow & Bear, Abigail Barlow, Emily Bear – Ocean Away (The Unofficial Bridgerton Musical) · Watch on YouTube

youtube_video QGqir2L_IwY · row QGqir2L_IwY

LAION-DISCO-12M

Moon River

Listed as stories, Emily Bear – Moon River (Moon River) · Watch on YouTube

youtube_video arYZqui6i3Y · row arYZqui6i3Y

LAION-DISCO-12M

Penelope Featherington

Listed as Barlow & Bear, Abigail Barlow, Emily Bear – Penelope Featherington (The Unofficial Bridgerton Musical) · Watch on YouTube

youtube_video clelv_eksEY · row clelv_eksEY

LAION-DISCO-12M

Tis the Season

Listed as Barlow & Bear, Abigail Barlow, Emily Bear – Tis the Season (The Unofficial Bridgerton Musical) · Watch on YouTube

youtube_video wlwntlL8UOc · row wlwntlL8UOc

LAION-DISCO-12M

Burned Me Instead

Listed as Barlow & Bear, Abigail Barlow, Emily Bear – Burned Me Instead (The Unofficial Bridgerton Musical) · Watch on YouTube

youtube_video wqzXt5h0Z2M · row wqzXt5h0Z2M

LAION-DISCO-12M

AudioSet 3 videos, 3 rows

The Faktory - music re-scored and composed by Emily Bear

Clip 30s to 40s · Open clip on YouTube · Labels: Video game music, Music

youtube_video -OL13V8GDDM · row unbalanced_train:-OL13V8GDDM:30:40

AudioSetunbalanced_train

Emily Bear - "The Bravest Journey" Piano Solo Music Video

Clip 30s to 40s · Open clip on YouTube · Labels: Music

youtube_video 06sXlOrissI · row unbalanced_train:06sXlOrissI:30:40

AudioSetunbalanced_train

Emily Bear - improvisation "Take the A Train"

Clip 10s to 20s · Open clip on YouTube · Labels: Music, Musical instrument, Keyboard (musical), Piano

youtube_video jd66ycFKWOQ · row unbalanced_train:jd66ycFKWOQ:10:20

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/emily-bear-yt_UCbVFWNIki6yR4kzegb07EfQ

Provenance

JSON export SHA-256 992be086539915607402f1afac67c7e172f13b5dc79e7ed07738ced4873671d9

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.