Yes. Noggin has 60 songs listed in a dataset used to train AI music models.

Used for training 60

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 Graduation's Here!, One City, Many Cultures, Habit (feat. Darryl "DMC" McDaniels)

Listed under the artist name 60 songs in LAION-DISCO-12M

Matched exactly: this YouTube Music artist id is the one the dataset lists these songs under.

Graduation's Here!

Listed as Noggin – Graduation's Here! (Noggin Knows: Songs About the Earth) · Watch on YouTube

youtube_video -RL-uhxin5o · row -RL-uhxin5o

LAION-DISCO-12M

One City, Many Cultures

Listed as Noggin – One City, Many Cultures (Noggin Knows: Songs About the United States) · Watch on YouTube

youtube_video -lUgxDo6ozU · row -lUgxDo6ozU

LAION-DISCO-12M

Habit (feat. Darryl "DMC" McDaniels)

Listed as Noggin – Habit (feat. Darryl "DMC" McDaniels) (What's The Word?) · Watch on YouTube

youtube_video 0BCzuaCeIBg · row 0BCzuaCeIBg

LAION-DISCO-12M

The Coolest Parks Ever

Listed as Noggin – The Coolest Parks Ever (Noggin Knows: Songs About the United States) · Watch on YouTube

youtube_video 1lTcReBFNQQ · row 1lTcReBFNQQ

LAION-DISCO-12M

A Friend Like You

Listed as Noggin – A Friend Like You (Big Heart Beats) · Watch on YouTube

youtube_video 3UcRni-U9AY · row 3UcRni-U9AY

LAION-DISCO-12M

Like Nobody Else (feat. Tha Vill)

Listed as Noggin – Like Nobody Else (feat. Tha Vill) (Big Heart Beats) · Watch on YouTube

youtube_video 4Jd3JgZdKT8 · row 4Jd3JgZdKT8

LAION-DISCO-12M

Rhymes Through Times: Why We Dance

Listed as Noggin, Christopher Jackson – Rhymes Through Times: Why We Dance (Rhymes Through Times) · Watch on YouTube

youtube_video 4m23rSJKuow · row 4m23rSJKuow

LAION-DISCO-12M

Color Song Red

Listed as Noggin – Color Song Red (Let's Dance) · Watch on YouTube

youtube_video 52xesQEPPcQ · row 52xesQEPPcQ

LAION-DISCO-12M

Considerate (feat. Darryl "DMC" McDaniels)

Listed as Noggin – Considerate (feat. Darryl "DMC" McDaniels) (What's The Word?) · Watch on YouTube

youtube_video 66bHa-lyjRc · row 66bHa-lyjRc

LAION-DISCO-12M

Good Manners

Listed as Noggin – Good Manners (Let's Dance) · Watch on YouTube

youtube_video 6vdQCmAGAiE · row 6vdQCmAGAiE

LAION-DISCO-12M

Celebrate Our Difference

Listed as Noggin – Celebrate Our Difference (Big Heart Beats) · Watch on YouTube

youtube_video 7dgzy3XOQOk · row 7dgzy3XOQOk

LAION-DISCO-12M

Poetry (feat. Darryl "DMC" McDaniels)

Listed as Noggin – Poetry (feat. Darryl "DMC" McDaniels) (What's The Word?) · Watch on YouTube

youtube_video 8FkV6PeD4PY · row 8FkV6PeD4PY

LAION-DISCO-12M

Count It Out

Listed as Noggin – Count It Out (Let's Dance) · Watch on YouTube

youtube_video 9-_HddzeFs0 · row 9-_HddzeFs0

LAION-DISCO-12M

Opposite (feat. Darryl "DMC" McDaniels)

Listed as Noggin – Opposite (feat. Darryl "DMC" McDaniels) (What's The Word?) · Watch on YouTube

youtube_video A8T2Xz7CIlo · row A8T2Xz7CIlo

LAION-DISCO-12M

Rhymes Through Times: My Best

Listed as Noggin, Christopher Jackson – Rhymes Through Times: My Best (Rhymes Through Times) · Watch on YouTube

youtube_video Aq4IXJrFAQQ · row Aq4IXJrFAQQ

LAION-DISCO-12M

Hypothesis

Listed as Noggin – Hypothesis (What's The Word?) · Watch on YouTube

youtube_video CRXpL_9M9JA · row CRXpL_9M9JA

LAION-DISCO-12M

Dig This, Photosynthesis

Listed as Noggin – Dig This, Photosynthesis (Noggin Knows: Songs About the Earth) · Watch on YouTube

youtube_video DLmlbisKd8o · row DLmlbisKd8o

LAION-DISCO-12M

Fantasy (feat. Darryl "DMC" McDaniels)

Listed as Noggin – Fantasy (feat. Darryl "DMC" McDaniels) (What's The Word?) · Watch on YouTube

youtube_video EC8aWjptbeg · row EC8aWjptbeg

LAION-DISCO-12M

Cooperate (feat. Darryl "DMC" McDaniels)

Listed as Noggin – Cooperate (feat. Darryl "DMC" McDaniels) (What's The Word?) · Watch on YouTube

youtube_video GaIn21IKgD8 · row GaIn21IKgD8

LAION-DISCO-12M

Alpha Beats

Listed as Noggin – Alpha Beats (Let's Dance) · Watch on YouTube

youtube_video GaUCL4CmXhA · row GaUCL4CmXhA

LAION-DISCO-12M

How You Feel

Listed as Noggin – How You Feel (Big Heart Beats) · Watch on YouTube

youtube_video GcE03XPQ5GU · row GcE03XPQ5GU

LAION-DISCO-12M

Tide Pool Party

Listed as Noggin – Tide Pool Party (Noggin Knows: Songs About the United States) · Watch on YouTube

youtube_video HOFdcmobekg · row HOFdcmobekg

LAION-DISCO-12M

Fire Engines

Listed as Noggin – Fire Engines (Kid's Dance Party) · Watch on YouTube

youtube_video HPJ2wgPxoqE · row HPJ2wgPxoqE

LAION-DISCO-12M

Kind (feat. Darryl "DMC" McDaniels)

Listed as Noggin – Kind (feat. Darryl "DMC" McDaniels) (What's The Word?) · Watch on YouTube

youtube_video I4cwZ9YkQHo · row I4cwZ9YkQHo

LAION-DISCO-12M

The Noggin Travel Song

Listed as Noggin – The Noggin Travel Song (Noggin Knows: Songs About the United States) · Watch on YouTube

youtube_video J1OPEW0035I · row J1OPEW0035I

LAION-DISCO-12M

Cacophony

Listed as Noggin – Cacophony (What's The Word?) · Watch on YouTube

youtube_video Lt2LsWSCXLE · row Lt2LsWSCXLE

LAION-DISCO-12M

Balloons

Listed as Noggin – Balloons (Kid's Dance Party) · Watch on YouTube

youtube_video Q1udM2Z8bL8 · row Q1udM2Z8bL8

LAION-DISCO-12M

Counting In Spanish: Five Speckled Frogs

Listed as Noggin – Counting In Spanish: Five Speckled Frogs (Let's Dance) · Watch on YouTube

youtube_video Q6-yTvKYnPo · row Q6-yTvKYnPo

LAION-DISCO-12M

Pattern (feat. Darryl "DMC" McDaniels)

Listed as Noggin – Pattern (feat. Darryl "DMC" McDaniels) (What's The Word?) · Watch on YouTube

youtube_video Upwx4zaedVY · row Upwx4zaedVY

LAION-DISCO-12M

The Snizzle

Listed as Noggin – The Snizzle (Let's Dance) · Watch on YouTube

youtube_video VkJJ5TBCc8g · row VkJJ5TBCc8g

LAION-DISCO-12M

Thunderstorm Groove

Listed as Noggin – Thunderstorm Groove (Let's Dance) · Watch on YouTube

youtube_video Wjw1H2xV3rw · row Wjw1H2xV3rw

LAION-DISCO-12M

Winner at Dinner

Listed as Noggin – Winner at Dinner (Let's Dance) · Watch on YouTube

youtube_video blT6Wf4dE1M · row blT6Wf4dE1M

LAION-DISCO-12M

Up up up

Listed as Noggin – Up up up (Big Heart Beats) · Watch on YouTube

youtube_video ceYcIMFtIQM · row ceYcIMFtIQM

LAION-DISCO-12M

Share a Smile (feat. Flor de Toloache)

Listed as Noggin – Share a Smile (feat. Flor de Toloache) (Big Heart Beats) · Watch on YouTube

youtube_video hZmrnpsdFGc · row hZmrnpsdFGc

LAION-DISCO-12M

Use My Ears to Listen

Listed as Noggin – Use My Ears to Listen (Big Heart Beats) · Watch on YouTube

youtube_video lg-eO7_9ijo · row lg-eO7_9ijo

LAION-DISCO-12M

Helping Others (feat. Darlingside)

Listed as Noggin – Helping Others (feat. Darlingside) (Big Heart Beats) · Watch on YouTube

youtube_video lsngrGoCoj8 · row lsngrGoCoj8

LAION-DISCO-12M

Help Work it Out

Listed as Noggin – Help Work it Out (Big Heart Beats) · Watch on YouTube

youtube_video mtx9oJfda0k · row mtx9oJfda0k

LAION-DISCO-12M

Power in a Word (Amanda Gorman)

Listed as Noggin, Christopher Jackson – Power in a Word (Amanda Gorman) (Rhymes Through Times (Vol. 2)) · Watch on YouTube

youtube_video qAVw-N2H4Tk · row qAVw-N2H4Tk

LAION-DISCO-12M

Creativity (Lewis Latimer)

Listed as Christopher Jackson, Noggin – Creativity (Lewis Latimer) (Rhymes Through Times (Vol. 2)) · Watch on YouTube

youtube_video qfiHJC2ysTE · row qfiHJC2ysTE

LAION-DISCO-12M

Noggin Knows Season 2 Theme Song

Listed as Noggin – Noggin Knows Season 2 Theme Song (Noggin Knows: Songs About the United States) · Watch on YouTube

youtube_video qpZv8oK2YPM · row qpZv8oK2YPM

LAION-DISCO-12M

Sunscreen

Listed as Noggin – Sunscreen (Let's Dance) · Watch on YouTube

youtube_video re3ZJJ1HFrk · row re3ZJJ1HFrk

LAION-DISCO-12M

Welcome Home

Listed as Noggin – Welcome Home (Let's Dance) · Watch on YouTube

youtube_video sfaYA6r5yBM · row sfaYA6r5yBM

LAION-DISCO-12M

The Sad Song

Listed as Noggin – The Sad Song (Big Heart Beats) · Watch on YouTube

youtube_video u6Jju4hfrMQ · row u6Jju4hfrMQ

LAION-DISCO-12M

Rhymes Through Times: Hero

Listed as Christopher Jackson, Noggin – Rhymes Through Times: Hero (Rhymes Through Times) · Watch on YouTube

youtube_video vACqh6KVhhY · row vACqh6KVhhY

LAION-DISCO-12M

Down to the Ocean Floor

Listed as Noggin – Down to the Ocean Floor (Noggin Knows: Songs About the Earth) · Watch on YouTube

youtube_video wN4eGBm7UcY · row wN4eGBm7UcY

LAION-DISCO-12M

The Statue of Liberty

Listed as Noggin – The Statue of Liberty (Noggin Knows: Songs About the United States) · Watch on YouTube

youtube_video yJovXkXNlTc · row yJovXkXNlTc

LAION-DISCO-12M

I Love Myself

Listed as Noggin – I Love Myself (Big Heart Beats) · Watch on YouTube

youtube_video yTLplthin6E · row yTLplthin6E

LAION-DISCO-12M

Sing Our Song (Aretha Franklin)

Listed as Noggin, Christopher Jackson – Sing Our Song (Aretha Franklin) (Rhymes Through Times (Vol. 2)) · Watch on YouTube

youtube_video yWKS4N1Sc34 · row yWKS4N1Sc34

LAION-DISCO-12M

Dancefloor Dinosaur

Listed as Noggin – Dancefloor Dinosaur (Noggin Knows: Songs About the Earth) · Watch on YouTube

youtube_video yuBkQcB6DFY · row yuBkQcB6DFY

LAION-DISCO-12M

Confidence (Satchel Paige)

Listed as Christopher Jackson, Noggin – Confidence (Satchel Paige) (Rhymes Through Times (Vol. 2)) · Watch on YouTube

youtube_video zoggf7-2lik · row zoggf7-2lik

LAION-DISCO-12M

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

Is this you?

Check another name

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. If you are this artist and want this page removed, see removals.