Yes. Best Coast has 81 songs listed in a dataset used to train AI music models.

Used for training 81

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 All Alone, Wish He Was You, Different Light (Live at World Cafe / 2020)

Listed under the artist name 81 songs in LAION-DISCO-12M

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

All Alone

Listed as Best Coast – All Alone (Always Tomorrow (Deluxe Edition)) · Watch on YouTube

youtube_video -121i45p6GQ · row -121i45p6GQ

LAION-DISCO-12M

Wish He Was You

Listed as Best Coast – Wish He Was You (Something In The Way) · Watch on YouTube

youtube_video 088zJd62mAw · row 088zJd62mAw

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Different Light (Live at World Cafe / 2020)

Listed as Best Coast – Different Light (Live at World Cafe / 2020) (Live At World Cafe) · Watch on YouTube

youtube_video 1oEa5CuAUB0 · row 1oEa5CuAUB0

LAION-DISCO-12M

Little Saint Nick

Listed as Best Coast – Little Saint Nick (Little Saint Nick) · Watch on YouTube

youtube_video 4DneRwYC4JU · row 4DneRwYC4JU

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Birthday

Listed as Best Coast – Birthday (Always Tomorrow (Deluxe Edition)) · Watch on YouTube

youtube_video 73RIwwDgSzA · row 73RIwwDgSzA

LAION-DISCO-12M

Wasted Time

Listed as Best Coast – Wasted Time (California Nights) · Watch on YouTube

youtube_video 7z0R3i7wnJA · row 7z0R3i7wnJA

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True

Listed as Best Coast – True (Always Tomorrow) · Watch on YouTube

youtube_video BPH5GQHSJIw · row BPH5GQHSJIw

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Boyfriend (Lindstrøm Remix - Extended Version)

Listed as Best Coast – Boyfriend (Lindstrøm Remix - Extended Version) (Boyfriend (Lindstrøm Remixes)) · Watch on YouTube

youtube_video DdZAZmuFSfA · row DdZAZmuFSfA

LAION-DISCO-12M

Over The Ocean

Listed as Best Coast – Over The Ocean (Make You Mine 7") · Watch on YouTube

youtube_video GgL_T63Dc9Q · row GgL_T63Dc9Q

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Rollercoaster (Live at World Cafe / 2020)

Listed as Best Coast – Rollercoaster (Live at World Cafe / 2020) (Live At World Cafe) · Watch on YouTube

youtube_video Ivd1yQpFqgo · row Ivd1yQpFqgo

LAION-DISCO-12M

Rollercoaster

Listed as Best Coast – Rollercoaster (Always Tomorrow) · Watch on YouTube

youtube_video JtBAuXXZwFw · row JtBAuXXZwFw

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I Wanna Know

Listed as Best Coast – I Wanna Know (Fade Away) · Watch on YouTube

youtube_video LuFpKDSNzTk · row LuFpKDSNzTk

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Boyfriend (10th Anniversary Edition)

Listed as Best Coast – Boyfriend (10th Anniversary Edition) (Boyfriend (10th Anniversary Edition)) · Watch on YouTube

youtube_video RPOpiodW9pk · row RPOpiodW9pk

LAION-DISCO-12M

Feeling OK (Live at World Cafe / 2020)

Listed as Best Coast – Feeling OK (Live at World Cafe / 2020) (Live At World Cafe) · Watch on YouTube

youtube_video RQ9DfKGb7Oo · row RQ9DfKGb7Oo

LAION-DISCO-12M

Wreckage

Listed as Best Coast – Wreckage (Always Tomorrow) · Watch on YouTube

youtube_video RS8L9mVD6RI · row RS8L9mVD6RI

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Heaven Sent (Live at World Cafe / 2020)

Listed as Best Coast – Heaven Sent (Live at World Cafe / 2020) (Live At World Cafe) · Watch on YouTube

youtube_video UYfXJzacizs · row UYfXJzacizs

LAION-DISCO-12M

In My Room

Listed as Best Coast – In My Room (Make You Mine 7") · Watch on YouTube

youtube_video X1XJAhlrZ08 · row X1XJAhlrZ08

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Intro (Live at World Cafe / 2020)

Listed as Best Coast – Intro (Live at World Cafe / 2020) (Live At World Cafe) · Watch on YouTube

youtube_video _bHPrnBKt6w · row _bHPrnBKt6w

LAION-DISCO-12M

Sweetness

Listed as Best Coast – Sweetness (Always Tomorrow (Deluxe Edition)) · Watch on YouTube

youtube_video ewSf5lqxraE · row ewSf5lqxraE

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Used To Be

Listed as Best Coast – Used To Be (Always Tomorrow) · Watch on YouTube

youtube_video gVQFWEPnkQ0 · row gVQFWEPnkQ0

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Seeing Red

Listed as Best Coast – Seeing Red (Always Tomorrow) · Watch on YouTube

youtube_video kQwMxNZEjI4 · row kQwMxNZEjI4

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For The First Time (Live at World Cafe / 2020)

Listed as Best Coast – For The First Time (Live at World Cafe / 2020) (Live At World Cafe) · Watch on YouTube

youtube_video l6eWL-wNJNg · row l6eWL-wNJNg

LAION-DISCO-12M

Graceless Kids

Listed as Best Coast – Graceless Kids (Always Tomorrow) · Watch on YouTube

youtube_video nlMpWH0uvSo · row nlMpWH0uvSo

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Make It Last

Listed as Best Coast – Make It Last (Always Tomorrow) · Watch on YouTube

youtube_video qS-paM-cy98 · row qS-paM-cy98

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Fading Fast

Listed as Best Coast – Fading Fast (California Nights) · Watch on YouTube

youtube_video tzcqr581cXU · row tzcqr581cXU

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Run Through My Head

Listed as Best Coast – Run Through My Head (California Nights) · Watch on YouTube

youtube_video vcOOmFiTHMg · row vcOOmFiTHMg

LAION-DISCO-12M

Bethany Banter (Live at World Cafe / 2020)

Listed as Best Coast – Bethany Banter (Live at World Cafe / 2020) (Live At World Cafe) · Watch on YouTube

youtube_video wnxE1g44qWU · row wnxE1g44qWU

LAION-DISCO-12M

Fade Away

Listed as Best Coast – Fade Away (Fade Away) · Watch on YouTube

youtube_video yBRVeiZ0BMA · row yBRVeiZ0BMA

LAION-DISCO-12M

Everything Has Changed (Live at World Cafe / 2020)

Listed as Best Coast – Everything Has Changed (Live at World Cafe / 2020) (Live At World Cafe) · Watch on YouTube

youtube_video yKUt5AS3P4Y · row yKUt5AS3P4Y

LAION-DISCO-12M

Leading

Listed as Best Coast – Leading (Always Tomorrow (Deluxe Edition)) · Watch on YouTube

youtube_video zO3_DtMPRRI · row zO3_DtMPRRI

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The Road

Listed as Best Coast – The Road (Something In The Way) · Watch on YouTube

youtube_video zYkZYD6JIyQ · row zYkZYD6JIyQ

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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.