Yes. The Go-Go's has 135 songs listed in a dataset used to train AI music models.

Used for training 135

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 Automatic, I'm The Only One, It's Everything But Partytime

Listed under the artist name 135 songs in LAION-DISCO-12M

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

Automatic

Listed as The Go-Go's – Automatic (Beauty and the Beat) · Watch on YouTube

youtube_video -KB_wRCXu4g · row -KB_wRCXu4g

LAION-DISCO-12M

I'm The Only One

Listed as The Go-Go's – I'm The Only One (Talk Show) · Watch on YouTube

youtube_video 1W2LXGm1f9U · row 1W2LXGm1f9U

LAION-DISCO-12M

It's Everything But Partytime

Listed as The Go-Go's – It's Everything But Partytime (Vacation) · Watch on YouTube

youtube_video 1xVV9SS-5ac · row 1xVV9SS-5ac

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Beatnik Beach

Listed as The Go-Go's – Beatnik Beach (Vacation) · Watch on YouTube

youtube_video 4LhK86flTbE · row 4LhK86flTbE

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Stuck In My Car

Listed as The Go-Go's – Stuck In My Car (God Bless The Go-Go's) · Watch on YouTube

youtube_video 6gATaGrUncA · row 6gATaGrUncA

LAION-DISCO-12M

Beautiful

Listed as The Go-Go's – Beautiful (Return To The Valley Of The Go-Go's) · Watch on YouTube

youtube_video 7StBu1R7xk8 · row 7StBu1R7xk8

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Get Up And Go

Listed as The Go-Go's – Get Up And Go (Vacation) · Watch on YouTube

youtube_video 7TgoKglll7k · row 7TgoKglll7k

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The Way You Dance

Listed as The Go-Go's – The Way You Dance (Vacation) · Watch on YouTube

youtube_video 7juw1CjLT-s · row 7juw1CjLT-s

LAION-DISCO-12M

Yes Or No

Listed as The Go-Go's – Yes Or No (Talk Show) · Watch on YouTube

youtube_video 8mpXMSOjyy8 · row 8mpXMSOjyy8

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Apology

Listed as The Go-Go's – Apology (God Bless The Go-Go's) · Watch on YouTube

youtube_video 9kG_vsTIie8 · row 9kG_vsTIie8

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Capture The Light

Listed as The Go-Go's – Capture The Light (Talk Show) · Watch on YouTube

youtube_video GDP-wOdi8h8 · row GDP-wOdi8h8

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Fading Fast

Listed as The Go-Go's – Fading Fast (Beauty and the Beat) · Watch on YouTube

youtube_video J-m1mJM5EZw · row J-m1mJM5EZw

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Cool Jerk

Listed as The Go-Go's – Cool Jerk (Vacation) · Watch on YouTube

youtube_video KVWq0MxgWRI · row KVWq0MxgWRI

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Lust To Love

Listed as The Go-Go's – Lust To Love (Beauty and the Beat) · Watch on YouTube

youtube_video Kh3z-R8cYbY · row Kh3z-R8cYbY

LAION-DISCO-12M

Worlds Away

Listed as The Go-Go's – Worlds Away (Vacation) · Watch on YouTube

youtube_video L0_rQuXdAo0 · row L0_rQuXdAo0

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This Town

Listed as The Go-Go's – This Town (Beauty and the Beat) · Watch on YouTube

youtube_video L4ff7Hze_mk · row L4ff7Hze_mk

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Beneath The Blue Sky

Listed as The Go-Go's – Beneath The Blue Sky (Talk Show) · Watch on YouTube

youtube_video N3chDBadz60 · row N3chDBadz60

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Let's Get Together

Listed as The Go-Go's – Let's Get Together (Disneymania 5) · Watch on YouTube

youtube_video O0B_t2hrJik · row O0B_t2hrJik

LAION-DISCO-12M

Forget That Day

Listed as The Go-Go's – Forget That Day (Talk Show) · Watch on YouTube

youtube_video OJGUtMyxiKw · row OJGUtMyxiKw

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I Think I Need Sleep (Bonus Track)

Listed as The Go-Go's – I Think I Need Sleep (Bonus Track) (God Bless The Go-Go's (Deluxe Version)) · Watch on YouTube

youtube_video R6h3tIeetyk · row R6h3tIeetyk

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Head Over Heels

Listed as The Go-Go's – Head Over Heels (Talk Show) · Watch on YouTube

youtube_video Rn5s2JxEh1c · row Rn5s2JxEh1c

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How Much More

Listed as The Go-Go's – How Much More (Beauty and the Beat) · Watch on YouTube

youtube_video SBbsrt_xmAM · row SBbsrt_xmAM

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Vacation

Listed as The Go-Go's – Vacation (Vacation) · Watch on YouTube

youtube_video W45qh29wp0U · row W45qh29wp0U

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You Can't Walk In Your Sleep (If You Can't Sleep)

Listed as The Go-Go's – You Can't Walk In Your Sleep (If You Can't Sleep) (Beauty and the Beat) · Watch on YouTube

youtube_video Z_VT9l3Pl_0 · row Z_VT9l3Pl_0

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Throw Me A Curve

Listed as The Go-Go's – Throw Me A Curve (God Bless The Go-Go's) · Watch on YouTube

youtube_video ZdQ9uS6BFUo · row ZdQ9uS6BFUo

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Here You Are

Listed as The Go-Go's – Here You Are (God Bless The Go-Go's) · Watch on YouTube

youtube_video ZirCNHfvtjY · row ZirCNHfvtjY

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I Think It's Me

Listed as The Go-Go's – I Think It's Me (Vacation) · Watch on YouTube

youtube_video Zra3hXOL3VI · row Zra3hXOL3VI

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We Got the Beat

Listed as The Go-Go's – We Got the Beat (Beauty and the Beat) · Watch on YouTube

youtube_video _Wvue2OT-FA · row _Wvue2OT-FA

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Surfing And Spying

Listed as The Go-Go's – Surfing And Spying (Return To The Valley Of The Go-Go's) · Watch on YouTube

youtube_video aE2q4AQfNKg · row aE2q4AQfNKg

LAION-DISCO-12M

I'm With You

Listed as The Go-Go's – I'm With You (Talk Show) · Watch on YouTube

youtube_video bTK9-T1JzDo · row bTK9-T1JzDo

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Unforgiven

Listed as The Go-Go's – Unforgiven (God Bless The Go-Go's) · Watch on YouTube

youtube_video btRfE35Ehuw · row btRfE35Ehuw

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Mercenary

Listed as The Go-Go's – Mercenary (Talk Show) · Watch on YouTube

youtube_video d12zLs6cEw4 · row d12zLs6cEw4

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Club Zero

Listed as The Go-Go's – Club Zero (Club Zero) · Watch on YouTube

youtube_video dL_ZxNpPejE · row dL_ZxNpPejE

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This Old Feeling

Listed as The Go-Go's – This Old Feeling (Vacation) · Watch on YouTube

youtube_video dzP4SsA0ah8 · row dzP4SsA0ah8

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He's So Strange

Listed as The Go-Go's – He's So Strange (Vacation) · Watch on YouTube

youtube_video e6q3a4LkyAQ · row e6q3a4LkyAQ

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How Much More

Listed as The Go-Go's – How Much More (Return To The Valley Of The Go-Go's) · Watch on YouTube

youtube_video hCiCASOYnhA · row hCiCASOYnhA

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Lust To Love

Listed as The Go-Go's – Lust To Love (Return To The Valley Of The Go-Go's) · Watch on YouTube

youtube_video ibXm6FOPVwI · row ibXm6FOPVwI

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Can't Stop The World

Listed as The Go-Go's – Can't Stop The World (Beauty and the Beat) · Watch on YouTube

youtube_video nS572_s4MCA · row nS572_s4MCA

LAION-DISCO-12M

Automatic Rainy Day

Listed as The Go-Go's – Automatic Rainy Day (God Bless The Go-Go's) · Watch on YouTube

youtube_video nd1oHqr2bAQ · row nd1oHqr2bAQ

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We Don't Get Along

Listed as The Go-Go's – We Don't Get Along (Vacation) · Watch on YouTube

youtube_video pIqI5sel4qk · row pIqI5sel4qk

LAION-DISCO-12M

The Whole World Lost Its Head

Listed as The Go-Go's – The Whole World Lost Its Head (Return To The Valley Of The Go-Go's) · Watch on YouTube

youtube_video pQWKo5BGk_4 · row pQWKo5BGk_4

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Skidmarks On My Heart

Listed as The Go-Go's – Skidmarks On My Heart (Beauty and the Beat) · Watch on YouTube

youtube_video qgeXLZAFsJA · row qgeXLZAFsJA

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Turn To You

Listed as The Go-Go's – Turn To You (Talk Show) · Watch on YouTube

youtube_video rPGRnwfGIf4 · row rPGRnwfGIf4

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Our Lips Are Sealed (Single Version)

Listed as The Go-Go's – Our Lips Are Sealed (Single Version) (Beauty and the Beat) · Watch on YouTube

youtube_video rpRbXM7uHxY · row rpRbXM7uHxY

LAION-DISCO-12M

You Thought

Listed as The Go-Go's – You Thought (Talk Show) · Watch on YouTube

youtube_video sx7qWxXofHQ · row sx7qWxXofHQ

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La La Land

Listed as The Go-Go's – La La Land (God Bless The Go-Go's) · Watch on YouTube

youtube_video th58SM1Mezg · row th58SM1Mezg

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Tonite

Listed as The Go-Go's – Tonite (Beauty and the Beat) · Watch on YouTube

youtube_video vag0dUNNuHY · row vag0dUNNuHY

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Speeding

Listed as The Go-Go's – Speeding (Return To The Valley Of The Go-Go's) · Watch on YouTube

youtube_video w0Mfdq0ZFFE · row w0Mfdq0ZFFE

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Girl Of 100 Lists

Listed as The Go-Go's – Girl Of 100 Lists (Vacation) · Watch on YouTube

youtube_video xvFQdVSWyfM · row xvFQdVSWyfM

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Cool Jerk

Listed as The Go-Go's – Cool Jerk (Greatest) · Watch on YouTube

youtube_video y_hQSEo71v0 · row y_hQSEo71v0

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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.