Report Debbie Center built from the datasets alone

Yes. Debbie Center has 15 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 15

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 "Let It Be", Played on Zither / Lap Harp by Debbie Center, Sheet Music Available, "Dayeinu", Played on a Zither / Lap Harp by Debbie Center, World of Harmony Music, Dylan and Wyatt , 5, Play Haydn's "Surprise Symphony" on a Zither., or Lap Harp.

AudioSet 15 videos, 15 rows

"Let It Be", Played on Zither / Lap Harp by Debbie Center, Sheet Music Available

Clip 30s to 40s · Open clip on YouTube · Labels: Zither, Pizzicato

youtube_video XNTNSQguxms · row balanced_train:XNTNSQguxms:30:40

AudioSetbalanced_train

"Dayeinu", Played on a Zither / Lap Harp by Debbie Center, World of Harmony Music

Clip 30s to 40s · Open clip on YouTube · Labels: Zither, Pizzicato

youtube_video 2IqYu_ExRNo · row unbalanced_train:2IqYu_ExRNo:30:40

AudioSetunbalanced_train

Dylan and Wyatt , 5, Play Haydn's "Surprise Symphony" on a Zither., or Lap Harp.

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

youtube_video ABQRkAliYzw · row unbalanced_train:ABQRkAliYzw:30:40

AudioSetunbalanced_train

Tuning your 15-string zither or lap harp to G major.

Clip 290s to 300s · Open clip on YouTube · Labels: Zither, Harp, Music, Musical instrument

youtube_video FvcBxODB4Ew · row unbalanced_train:FvcBxODB4Ew:290:300

AudioSetunbalanced_train

Tchaikovsky's "Chinese Dance", Nutcracker Suite, Played on a Zither, or Lap Harp

Clip 40s to 50s · Open clip on YouTube · Labels: Zither, Pizzicato

youtube_video JBrgtwO3eZU · row unbalanced_train:JBrgtwO3eZU:40:50

AudioSetunbalanced_train

Tuning a Zither / Lap Harp to G Major with a Free Digital Tuning App

Clip 180s to 190s · Open clip on YouTube · Labels: Zither, Pizzicato

youtube_video OfzPZb4593I · row unbalanced_train:OfzPZb4593I:180:190

AudioSetunbalanced_train

"Iko Iko", Played on a Zither or Lap Harp, by Debbie Center ~ World of Harmony Music

Clip 47s to 57s · Open clip on YouTube · Labels: Zither, Pizzicato

youtube_video QXjaLCotbpY · row unbalanced_train:QXjaLCotbpY:47:57

AudioSetunbalanced_train

Bird Song, Grateful Dead ~ Played on a Zither by Debbie Center, World of Harmony Music

Clip 30s to 40s · Open clip on YouTube · Labels: Zither, Pizzicato

youtube_video X5A9jgbiDK8 · row unbalanced_train:X5A9jgbiDK8:30:40

AudioSetunbalanced_train

"Nearer, My God, to Thee", played on zither or lap harp by Debbie Center

Clip 30s to 40s · Open clip on YouTube · Labels: Zither, Pizzicato

youtube_video b23rV5KVwAo · row unbalanced_train:b23rV5KVwAo:30:40

AudioSetunbalanced_train

We Bid You Goodnight, Grateful Dead ~ Played on a Zither by Debbie Center

Clip 30s to 40s · Open clip on YouTube · Labels: Zither, Pizzicato

youtube_video egDkd402yWQ · row unbalanced_train:egDkd402yWQ:30:40

AudioSetunbalanced_train

"Praise God, From Whom All Blessings Flow" ~ Played on a Zither by Debbie Center

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

youtube_video f6seh-ObNrc · row unbalanced_train:f6seh-ObNrc:30:40

AudioSetunbalanced_train

Video of a Zither, Cymbala, Lap Harp, Plucked Psaltery Tuned to G Major ~ Tuning Guide

Clip 60s to 70s · Open clip on YouTube · Labels: Zither, Pizzicato

youtube_video hvCGmYd3grw · row unbalanced_train:hvCGmYd3grw:60:70

AudioSetunbalanced_train

Jesu, Joy of Man's Desiring, Played on a zither / lap harp ~ World of Harmony Music

Clip 60s to 70s · Open clip on YouTube · Labels: Zither, Music, Classical music

youtube_video nRYUwPZFFEA · row unbalanced_train:nRYUwPZFFEA:60:70

AudioSetunbalanced_train

Abby, 4, plays and counts "We Shall Overcome" in my World of Harmony Music zither class.

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

youtube_video tccnMtqvhKY · row unbalanced_train:tccnMtqvhKY:30:40

AudioSetunbalanced_train

"Simple Gifts" ~ Arranged for Zither / Lap Harp by Debbie Center, World of Harmony Music

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

youtube_video uRJf1fSittM · row unbalanced_train:uRJf1fSittM: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

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Provenance

JSON export SHA-256 cf55735281cb309e13cb43ee66e00f0be33b44341489df91e511fc2d3f4df49f

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.