Yes. Bug Hunter has 46 songs listed in a dataset used to train AI music models.

Used for training 46

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 Boogie Pete (Bonus Track), Point to Prove (I Was an Ugly Kid), Echoes

Listed under the artist name 46 songs in LAION-DISCO-12M

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

Boogie Pete (Bonus Track)

Listed as Bug Hunter – Boogie Pete (Bonus Track) (The Rough Draft) · Watch on YouTube

youtube_video 09UA9M_D6dk · row 09UA9M_D6dk

LAION-DISCO-12M

Point to Prove (I Was an Ugly Kid)

Listed as Bug Hunter – Point to Prove (I Was an Ugly Kid) (The Rough Draft) · Watch on YouTube

youtube_video 1toEXieIFMQ · row 1toEXieIFMQ

LAION-DISCO-12M

Echoes

Listed as Bug Hunter – Echoes (Torn Between a Couple) · Watch on YouTube

youtube_video 3zk9dHOci1E · row 3zk9dHOci1E

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Robbin' a Bank

Listed as Bug Hunter – Robbin' a Bank (Happiness (Without a Catch)) · Watch on YouTube

youtube_video 4EfvNt2h5VA · row 4EfvNt2h5VA

LAION-DISCO-12M

Pebbles

Listed as Bug Hunter – Pebbles (Pebbles) · Watch on YouTube

youtube_video 688csAY7EsI · row 688csAY7EsI

LAION-DISCO-12M

Sweet Nothin'

Listed as Bug Hunter – Sweet Nothin' (Torn Between a Couple) · Watch on YouTube

youtube_video 6sfbcukWx3I · row 6sfbcukWx3I

LAION-DISCO-12M

Go with the Flow

Listed as Bug Hunter – Go with the Flow (The Rough Draft) · Watch on YouTube

youtube_video 7PbAn0eR4PI · row 7PbAn0eR4PI

LAION-DISCO-12M

Safe Word

Listed as Bug Hunter – Safe Word (Bigger Than Myself) · Watch on YouTube

youtube_video 8q2NOyQaeU0 · row 8q2NOyQaeU0

LAION-DISCO-12M

The Key to Being Lonely

Listed as Bug Hunter – The Key to Being Lonely (Torn Between a Couple) · Watch on YouTube

youtube_video 9Q6mdzPife4 · row 9Q6mdzPife4

LAION-DISCO-12M

Magic 8 (Bonus Track)

Listed as Bug Hunter – Magic 8 (Bonus Track) (Bigger Than Myself) · Watch on YouTube

youtube_video 9hi4obGcy-M · row 9hi4obGcy-M

LAION-DISCO-12M

Creature of Habit (Bonus Track)

Listed as Bug Hunter – Creature of Habit (Bonus Track) (Bigger Than Myself) · Watch on YouTube

youtube_video C3sqgvbHteg · row C3sqgvbHteg

LAION-DISCO-12M

Baby Teeth

Listed as Bug Hunter – Baby Teeth (The Rough Draft) · Watch on YouTube

youtube_video CIxrGhSwKrk · row CIxrGhSwKrk

LAION-DISCO-12M

Take It Back

Listed as Bug Hunter – Take It Back (Take It Back) · Watch on YouTube

youtube_video DBPPNC3xhps · row DBPPNC3xhps

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Waving Goodbye

Listed as Bug Hunter – Waving Goodbye (Bigger Than Myself) · Watch on YouTube

youtube_video E7OGZPAqeJw · row E7OGZPAqeJw

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Shocking Plot Twist

Listed as Bug Hunter – Shocking Plot Twist (Shocking Plot Twist) · Watch on YouTube

youtube_video G7M8EByNMSQ · row G7M8EByNMSQ

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Alchemical Romance

Listed as Bug Hunter – Alchemical Romance (Happiness (Without a Catch)) · Watch on YouTube

youtube_video GgO76Ka_Fcc · row GgO76Ka_Fcc

LAION-DISCO-12M

30 Plan

Listed as Bug Hunter – 30 Plan (Happiness (Without a Catch)) · Watch on YouTube

youtube_video HzcTkHCeYws · row HzcTkHCeYws

LAION-DISCO-12M

2 Bed, 2 Bath (and a Ghost)

Listed as Bug Hunter – 2 Bed, 2 Bath (and a Ghost) (2 Bed, 2 Bath (and a Ghost)) · Watch on YouTube

youtube_video JyqlxGUBLTQ · row JyqlxGUBLTQ

LAION-DISCO-12M

Slow Burn

Listed as Bug Hunter – Slow Burn (Torn Between a Couple) · Watch on YouTube

youtube_video Lo5-CLOcqzY · row Lo5-CLOcqzY

LAION-DISCO-12M

Disc Golf

Listed as Bug Hunter – Disc Golf (Disc Golf) · Watch on YouTube

youtube_video M2RxY9ZMySY · row M2RxY9ZMySY

LAION-DISCO-12M

Not Like That

Listed as Bug Hunter – Not Like That (Happiness (Without a Catch)) · Watch on YouTube

youtube_video MI08f6pgL_E · row MI08f6pgL_E

LAION-DISCO-12M

Be Glad I Love You (Go to Bed)

Listed as Bug Hunter – Be Glad I Love You (Go to Bed) (The Rough Draft) · Watch on YouTube

youtube_video NZjV6SO8HG4 · row NZjV6SO8HG4

LAION-DISCO-12M

Listen to Your Mom

Listed as Bug Hunter – Listen to Your Mom (The Rough Draft) · Watch on YouTube

youtube_video SGSFw7IDQsY · row SGSFw7IDQsY

LAION-DISCO-12M

Try My Best

Listed as Bug Hunter – Try My Best (Torn Between a Couple) · Watch on YouTube

youtube_video UuktuvVl9Ys · row UuktuvVl9Ys

LAION-DISCO-12M

Dollar Sign Sacks

Listed as Bug Hunter – Dollar Sign Sacks (Torn Between a Couple) · Watch on YouTube

youtube_video WRhy_BZx2K4 · row WRhy_BZx2K4

LAION-DISCO-12M

One-Armed Hug

Listed as Bug Hunter – One-Armed Hug (Happiness (Without a Catch)) · Watch on YouTube

youtube_video XSwEuH2RxQY · row XSwEuH2RxQY

LAION-DISCO-12M

The Gulf Coast (Bonus Track)

Listed as Bug Hunter – The Gulf Coast (Bonus Track) (The Rough Draft) · Watch on YouTube

youtube_video ZCZSc_1k25c · row ZCZSc_1k25c

LAION-DISCO-12M

Braggin'

Listed as Bug Hunter – Braggin' (Bigger Than Myself) · Watch on YouTube

youtube_video ZqsuuLbGsgs · row ZqsuuLbGsgs

LAION-DISCO-12M

A Bedtime Story

Listed as Bug Hunter – A Bedtime Story (Happiness (Without a Catch)) · Watch on YouTube

youtube_video _HuFDluDGxY · row _HuFDluDGxY

LAION-DISCO-12M

Headlights

Listed as Bug Hunter – Headlights (Bigger Than Myself) · Watch on YouTube

youtube_video _SYdSJsrauA · row _SYdSJsrauA

LAION-DISCO-12M

Deserve Me

Listed as Bug Hunter – Deserve Me (The Rough Draft) · Watch on YouTube

youtube_video aFZ_rXhgRdc · row aFZ_rXhgRdc

LAION-DISCO-12M

Yes (Or No)

Listed as Bug Hunter – Yes (Or No) (Torn Between a Couple) · Watch on YouTube

youtube_video aauf8_UtCLw · row aauf8_UtCLw

LAION-DISCO-12M

Disco! in the Panic Room

Listed as Bug Hunter – Disco! in the Panic Room (The Rough Draft) · Watch on YouTube

youtube_video bSKWgT0H7Ds · row bSKWgT0H7Ds

LAION-DISCO-12M

Making Up Words - Acoustic

Listed as Bug Hunter – Making Up Words - Acoustic (Making Up Words - Acoustic) · Watch on YouTube

youtube_video eEoaEHcWj6Y · row eEoaEHcWj6Y

LAION-DISCO-12M

Making up Words

Listed as Bug Hunter – Making up Words (Torn Between a Couple) · Watch on YouTube

youtube_video ky9uoQzBthA · row ky9uoQzBthA

LAION-DISCO-12M

Hold Tough

Listed as Bug Hunter – Hold Tough (Torn Between a Couple) · Watch on YouTube

youtube_video lED0N8MoRBY · row lED0N8MoRBY

LAION-DISCO-12M

Hide and Seek

Listed as Bug Hunter – Hide and Seek (Bigger Than Myself) · Watch on YouTube

youtube_video muNKI9du6Ag · row muNKI9du6Ag

LAION-DISCO-12M

Pinecones

Listed as Bug Hunter – Pinecones (Pinecones) · Watch on YouTube

youtube_video nBHV76QiOzo · row nBHV76QiOzo

LAION-DISCO-12M

It's Alright

Listed as Bug Hunter – It's Alright (Torn Between a Couple) · Watch on YouTube

youtube_video nSCuWeUpxtI · row nSCuWeUpxtI

LAION-DISCO-12M

Who I'm Singin' To

Listed as Bug Hunter – Who I'm Singin' To (Torn Between a Couple) · Watch on YouTube

youtube_video owsbdBS8zfA · row owsbdBS8zfA

LAION-DISCO-12M

Toddler With a Slingshot (Hell Yep)

Listed as Bug Hunter – Toddler With a Slingshot (Hell Yep) (Bigger Than Myself) · Watch on YouTube

youtube_video qxT_WufCfHg · row qxT_WufCfHg

LAION-DISCO-12M

Piano Teacher

Listed as Bug Hunter – Piano Teacher (The Rough Draft) · Watch on YouTube

youtube_video uJG8o3sT7Aw · row uJG8o3sT7Aw

LAION-DISCO-12M

Coward

Listed as Bug Hunter – Coward (Happiness (Without a Catch)) · Watch on YouTube

youtube_video z6wbIAgrlX0 · row z6wbIAgrlX0

LAION-DISCO-12M

Dear McCracken

Listed as Bug Hunter – Dear McCracken (Dear McCracken) · Watch on YouTube

youtube_video z9WVsvmsQYo · row z9WVsvmsQYo

LAION-DISCO-12M

Platonic Best Friend

Listed as Bug Hunter – Platonic Best Friend (Platonic Best Friend) · Watch on YouTube

youtube_video zKq7V_eTvHA · row zKq7V_eTvHA

LAION-DISCO-12M

Fan Fiction

Listed as Bug Hunter – Fan Fiction (Happiness (Without a Catch)) · Watch on YouTube

youtube_video zizTqee-jh4 · row zizTqee-jh4

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.