Report Dove Singapore built from the datasets alone

Yes. Dove Singapore has 23 videos listed in datasets used to train and test AI models.

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

Used for training and testing 23

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 Making your hair stronger than ever before | New Dove Intense Repair, Dove Advanced Hair Series - First Ever Serum-in-Oil, Dove Advanced Hair Series - Restores Hair Back to Health

AudioSet 23 videos, 23 rows

Making your hair stronger than ever before | New Dove Intense Repair

Clip 6s to 16s · Open clip on YouTube · Labels: Music, Speech

youtube_video 0dpRruGXXoY · row unbalanced_train:0dpRruGXXoY:6:16

AudioSetunbalanced_train

Dove Advanced Hair Series - First Ever Serum-in-Oil

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

youtube_video 1W710v_nBGQ · row unbalanced_train:1W710v_nBGQ:30:40

AudioSetunbalanced_train

Dove Advanced Hair Series - Restores Hair Back to Health

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

youtube_video 36TEDMWidAE · row unbalanced_train:36TEDMWidAE:30:40

AudioSetunbalanced_train

Women in Singapore embrace a new hair solution | Dove Frizz-Free 360

Clip 11s to 21s · Open clip on YouTube · Labels: Music, Speech

youtube_video 5pR1Io6NVRs · row unbalanced_train:5pR1Io6NVRs:11:21

AudioSetunbalanced_train

Dove Daily Treatment Conditioner

Clip 6s to 16s · Open clip on YouTube · Labels: Music, Speech

youtube_video 8yegRHuTb5k · row unbalanced_train:8yegRHuTb5k:6:16

AudioSetunbalanced_train

Dove Advanced Hair Series - The Serum-in-Oil Difference

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

youtube_video 9smy_bFhLto · row unbalanced_train:9smy_bFhLto:30:40

AudioSetunbalanced_train

Dove Camera Confidence | 10 women go on a journey to change their lives

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

youtube_video B_K_E6nmTS8 · row unbalanced_train:B_K_E6nmTS8:30:40

AudioSetunbalanced_train

Dove Inner Critic | You are your own worst critic…

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

youtube_video B_V4qEB1BDE · row unbalanced_train:B_V4qEB1BDE:30:40

AudioSetunbalanced_train

Dove Go Fresh!

Clip 16s to 26s · Open clip on YouTube · Labels: Music, Speech

youtube_video IB6cE9uacbA · row unbalanced_train:IB6cE9uacbA:16:26

AudioSetunbalanced_train

Restore your hair to its natural beauty | New Dove Intense Repair

Clip 21s to 31s · Open clip on YouTube · Labels: Music, Speech

youtube_video Img8l1D0C_w · row unbalanced_train:Img8l1D0C_w:21:31

AudioSetunbalanced_train

Dove | No.1 in Hair Damage Care

Clip 21s to 31s · Open clip on YouTube · Labels: Music, Speech

youtube_video KFopP7z0YFY · row unbalanced_train:KFopP7z0YFY:21:31

AudioSetunbalanced_train

Dove Volume & Nourishment

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

youtube_video NY5HLj3kmSs · row unbalanced_train:NY5HLj3kmSs:20:30

AudioSetunbalanced_train

Dove Camera Confidence | Exploring the reasons we're camera-shy

Clip 21s to 31s · Open clip on YouTube · Labels: Music, Speech

youtube_video PRCIOz4arpM · row unbalanced_train:PRCIOz4arpM:21:31

AudioSetunbalanced_train

Dove Celebrates International Women's Day

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

youtube_video RjvCaISylMo · row unbalanced_train:RjvCaISylMo:30:40

AudioSetunbalanced_train

Dove Advanced Hair Series - The Power Of Red Algae

Clip 21s to 31s · Open clip on YouTube · Labels: Music, Speech

youtube_video UuhJh9RiJms · row unbalanced_train:UuhJh9RiJms:21:31

AudioSetunbalanced_train

Dove Mildness Test - Tried and Tested

Clip 21s to 31s · Open clip on YouTube · Labels: Music, Speech

youtube_video XAl-zGtSub8 · row unbalanced_train:XAl-zGtSub8:21:31

AudioSetunbalanced_train

Dove Nourishing Oil Care

Clip 6s to 16s · Open clip on YouTube · Labels: Music, Speech

youtube_video Zae6Swyg8qs · row unbalanced_train:Zae6Swyg8qs:6:16

AudioSetunbalanced_train

Dove Nutritive Solutions - Exceptional Damage Repair

Clip 21s to 31s · Open clip on YouTube · Labels: Music, Speech

youtube_video boJABHjZLJk · row unbalanced_train:boJABHjZLJk:21:31

AudioSetunbalanced_train

Dove Friends | We see beauty in our friends so easily…

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

youtube_video hAs-d-UbqdM · row unbalanced_train:hAs-d-UbqdM:30:40

AudioSetunbalanced_train

Dove Hair Fall Rescue

Clip 6s to 16s · Open clip on YouTube · Labels: Music, Speech

youtube_video h_tAVgUKGp0 · row unbalanced_train:h_tAVgUKGp0:6:16

AudioSetunbalanced_train

Silky, smooth hair with Dove Nourishing Oil Care | Dove Frizz-Free 360

Clip 6s to 16s · Open clip on YouTube · Labels: Music, Speech

youtube_video mNht2XWby5M · row unbalanced_train:mNht2XWby5M:6:16

AudioSetunbalanced_train

The Twins' Nourishment Challenge | Dove Body Wash

Clip 21s to 31s · Open clip on YouTube · Labels: Music, Speech

youtube_video tUa61bZbUYw · row unbalanced_train:tUa61bZbUYw:21:31

AudioSetunbalanced_train

New Dove Body Wash

Clip 21s to 31s · Open clip on YouTube · Labels: Music, Speech

youtube_video vi5oKGwn_Zs · row unbalanced_train:vi5oKGwn_Zs:21:31

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/dove-singapore-yt_UCHMZYhw4HDKjjxtWblqz5lQ

Provenance

JSON export SHA-256 de4a08fb370a001f6d3338892201abd7827caca583721e740aa3da343e98ff37

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.