Yes. Led Zeppelin has 148 songs listed in a dataset used to train AI music models.

Used for training 148

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 Whole Lotta Love (Remaster), Heartbreaker (Remaster), Achilles Last Stand (Remaster)

Listed under the artist name 148 songs in LAION-DISCO-12M

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

Whole Lotta Love (Remaster)

Listed as Led Zeppelin – Whole Lotta Love (Remaster) (Led Zeppelin II (Deluxe Edition)) · Watch on YouTube

youtube_video 0bcIjILqORM · row 0bcIjILqORM

LAION-DISCO-12M

Heartbreaker (Remaster)

Listed as Led Zeppelin – Heartbreaker (Remaster) (Led Zeppelin II (Deluxe Edition)) · Watch on YouTube

youtube_video 0hdQi2_HzAc · row 0hdQi2_HzAc

LAION-DISCO-12M

Achilles Last Stand (Remaster)

Listed as Led Zeppelin – Achilles Last Stand (Remaster) (Presence (Remaster)) · Watch on YouTube

youtube_video 1t4KLOm7pO0 · row 1t4KLOm7pO0

LAION-DISCO-12M

Ramble On (Live: O2 Arena, London - December 10, 2007)

Listed as Led Zeppelin – Ramble On (Live: O2 Arena, London - December 10, 2007) (Celebration Day) · Watch on YouTube

youtube_video 2JyBbShDQh4 · row 2JyBbShDQh4

LAION-DISCO-12M

Communication Breakdown (Remaster)

Listed as Led Zeppelin – Communication Breakdown (Remaster) (Led Zeppelin (Remaster)) · Watch on YouTube

youtube_video 3EH7QMVnSRI · row 3EH7QMVnSRI

LAION-DISCO-12M

Over the Hills and Far Away (Remaster)

Listed as Led Zeppelin – Over the Hills and Far Away (Remaster) (Houses of the Holy (Deluxe Edition)) · Watch on YouTube

youtube_video 60iwmyhV8pQ · row 60iwmyhV8pQ

LAION-DISCO-12M

The Battle of Evermore (Remaster)

Listed as Led Zeppelin – The Battle of Evermore (Remaster) (Led Zeppelin IV (Deluxe Edition)) · Watch on YouTube

youtube_video 88b0OYxdtyM · row 88b0OYxdtyM

LAION-DISCO-12M

D'yer Mak'er (Remaster)

Listed as Led Zeppelin – D'yer Mak'er (Remaster) (Houses of the Holy (Deluxe Edition)) · Watch on YouTube

youtube_video 8q4lZ8wpGMM · row 8q4lZ8wpGMM

LAION-DISCO-12M

Ten Years Gone (1990 Remaster)

Listed as Led Zeppelin – Ten Years Gone (1990 Remaster) (Physical Graffiti (1994 Remaster)) · Watch on YouTube

youtube_video DBzuYNK95sM · row DBzuYNK95sM

LAION-DISCO-12M

When the Levee Breaks (Remaster)

Listed as Led Zeppelin – When the Levee Breaks (Remaster) (Led Zeppelin IV (Deluxe Edition)) · Watch on YouTube

youtube_video FFDYuO53BUk · row FFDYuO53BUk

LAION-DISCO-12M

The Ocean (Remaster)

Listed as Led Zeppelin – The Ocean (Remaster) (Houses of the Holy (Deluxe Edition)) · Watch on YouTube

youtube_video H8bVaTW6UCU · row H8bVaTW6UCU

LAION-DISCO-12M

The Ocean (Live at MSG 1973) (Remaster)

Listed as Led Zeppelin – The Ocean (Live at MSG 1973) (Remaster) (The Song Remains the Same (Remaster)) · Watch on YouTube

youtube_video KWEsfHZjfZg · row KWEsfHZjfZg

LAION-DISCO-12M

Boogie with Stu (1993 Remaster)

Listed as Led Zeppelin – Boogie with Stu (1993 Remaster) (Physical Graffiti (1994 Remaster)) · Watch on YouTube

youtube_video MviBlaTIV-s · row MviBlaTIV-s

LAION-DISCO-12M

Since I've Been Loving You (Remaster)

Listed as Led Zeppelin – Since I've Been Loving You (Remaster) (Led Zeppelin III (Remaster)) · Watch on YouTube

youtube_video N_lSJ-0Gl7Q · row N_lSJ-0Gl7Q

LAION-DISCO-12M

Going to California (Remaster)

Listed as Led Zeppelin – Going to California (Remaster) (Led Zeppelin IV (Deluxe Edition)) · Watch on YouTube

youtube_video PDIz4talyQk · row PDIz4talyQk

LAION-DISCO-12M

Rock and Roll (Remaster)

Listed as Led Zeppelin – Rock and Roll (Remaster) (Led Zeppelin IV (Deluxe Edition)) · Watch on YouTube

youtube_video SRQ7-eSGBWc · row SRQ7-eSGBWc

LAION-DISCO-12M

Kashmir (1990 Remaster)

Listed as Led Zeppelin – Kashmir (1990 Remaster) (Physical Graffiti (1994 Remaster)) · Watch on YouTube

youtube_video SsaFBNvhceA · row SsaFBNvhceA

LAION-DISCO-12M

The Rain Song (Remaster)

Listed as Led Zeppelin – The Rain Song (Remaster) (Houses of the Holy (Deluxe Edition)) · Watch on YouTube

youtube_video TRt4hQs3nH0 · row TRt4hQs3nH0

LAION-DISCO-12M

Babe I'm Gonna Leave You (Remaster)

Listed as Led Zeppelin – Babe I'm Gonna Leave You (Remaster) (Led Zeppelin (Remaster)) · Watch on YouTube

youtube_video UyOg0mt2R2k · row UyOg0mt2R2k

LAION-DISCO-12M

Custard Pie (1990 Remaster)

Listed as Led Zeppelin – Custard Pie (1990 Remaster) (Physical Graffiti (1994 Remaster)) · Watch on YouTube

youtube_video VVP3g1-Wq_0 · row VVP3g1-Wq_0

LAION-DISCO-12M

What Is and What Should Never Be (Remaster)

Listed as Led Zeppelin – What Is and What Should Never Be (Remaster) (Led Zeppelin II (Deluxe Edition)) · Watch on YouTube

youtube_video WnMiXsRtsfc · row WnMiXsRtsfc

LAION-DISCO-12M

Black Dog (Remaster)

Listed as Led Zeppelin – Black Dog (Remaster) (Led Zeppelin IV (Deluxe Edition)) · Watch on YouTube

youtube_video XIiu0JI3I5g · row XIiu0JI3I5g

LAION-DISCO-12M

Over the Hills and Far Away ((Live at MSG 1973) [Remaster])

Listed as Led Zeppelin – Over the Hills and Far Away ((Live at MSG 1973) [Remaster]) (The Song Remains the Same (Remaster)) · Watch on YouTube

youtube_video YHHhBWxry-E · row YHHhBWxry-E

LAION-DISCO-12M

Fool in the Rain (1990 Remaster)

Listed as Led Zeppelin – Fool in the Rain (1990 Remaster) (In Through the out Door (1994 Remaster)) · Watch on YouTube

youtube_video Zp-LBD_q0sQ · row Zp-LBD_q0sQ

LAION-DISCO-12M

Tangerine (Remaster)

Listed as Led Zeppelin – Tangerine (Remaster) (Led Zeppelin III (Remaster)) · Watch on YouTube

youtube_video _0Auvlsv860 · row _0Auvlsv860

LAION-DISCO-12M

Ramble On (Remaster)

Listed as Led Zeppelin – Ramble On (Remaster) (Led Zeppelin II (Deluxe Edition)) · Watch on YouTube

youtube_video _h9MxNn8P7w · row _h9MxNn8P7w

LAION-DISCO-12M

Black Dog (Live: O2 Arena, London - December 10, 2007)

Listed as Led Zeppelin – Black Dog (Live: O2 Arena, London - December 10, 2007) (Celebration Day) · Watch on YouTube

youtube_video as2dI2FeeKQ · row as2dI2FeeKQ

LAION-DISCO-12M

In the Evening (1990 Remaster)

Listed as Led Zeppelin – In the Evening (1990 Remaster) (In Through the out Door (1994 Remaster)) · Watch on YouTube

youtube_video bJSJavz1AOM · row bJSJavz1AOM

LAION-DISCO-12M

Hey, Hey, What Can I Do (Remaster)

Listed as Led Zeppelin – Hey, Hey, What Can I Do (Remaster) (Coda (Deluxe Edition)) · Watch on YouTube

youtube_video epX8Th4aiMc · row epX8Th4aiMc

LAION-DISCO-12M

Living Loving Maid (She's Just a Woman) (Remaster)

Listed as Led Zeppelin – Living Loving Maid (She's Just a Woman) (Remaster) (Led Zeppelin II (Deluxe Edition)) · Watch on YouTube

youtube_video fSM9zc3SsuM · row fSM9zc3SsuM

LAION-DISCO-12M

Stairway to Heaven (Remaster)

Listed as Led Zeppelin – Stairway to Heaven (Remaster) (Led Zeppelin IV (Deluxe Edition)) · Watch on YouTube

youtube_video iXQUu5Dti4g · row iXQUu5Dti4g

LAION-DISCO-12M

The Immigrant Song (Alternate Mix)

Listed as Led Zeppelin – The Immigrant Song (Alternate Mix) (Led Zeppelin III (Deluxe Edition)) · Watch on YouTube

youtube_video iYSQZ8O6RxU · row iYSQZ8O6RxU

LAION-DISCO-12M

Thank You (Remaster)

Listed as Led Zeppelin – Thank You (Remaster) (Led Zeppelin II (Deluxe Edition)) · Watch on YouTube

youtube_video je4jmKLTC48 · row je4jmKLTC48

LAION-DISCO-12M

Good Times Bad Times (Remaster)

Listed as Led Zeppelin – Good Times Bad Times (Remaster) (Led Zeppelin (Remaster)) · Watch on YouTube

youtube_video lsZG7n7ries · row lsZG7n7ries

LAION-DISCO-12M

Misty Mountain Hop (Remaster)

Listed as Led Zeppelin – Misty Mountain Hop (Remaster) (Led Zeppelin IV (Deluxe Edition)) · Watch on YouTube

youtube_video n6fBQRaygeo · row n6fBQRaygeo

LAION-DISCO-12M

Houses of the Holy (1990 Remaster)

Listed as Led Zeppelin – Houses of the Holy (1990 Remaster) (Physical Graffiti (1994 Remaster)) · Watch on YouTube

youtube_video ohDQ1FUUjPs · row ohDQ1FUUjPs

LAION-DISCO-12M

Bring It on Home (Remaster)

Listed as Led Zeppelin – Bring It on Home (Remaster) (Led Zeppelin II (Deluxe Edition)) · Watch on YouTube

youtube_video pAO0ib8a0dU · row pAO0ib8a0dU

LAION-DISCO-12M

In the Light (1990 Remaster)

Listed as Led Zeppelin – In the Light (1990 Remaster) (Physical Graffiti (1994 Remaster)) · Watch on YouTube

youtube_video pNo1nS_JV5k · row pNo1nS_JV5k

LAION-DISCO-12M

The Rover (1993 Remaster)

Listed as Led Zeppelin – The Rover (1993 Remaster) (Physical Graffiti (1994 Remaster)) · Watch on YouTube

youtube_video qK_ZtN9K2EM · row qK_ZtN9K2EM

LAION-DISCO-12M

In My Time of Dying (1990 Remaster)

Listed as Led Zeppelin – In My Time of Dying (1990 Remaster) (Physical Graffiti (1994 Remaster)) · Watch on YouTube

youtube_video scpqae3P7Dg · row scpqae3P7Dg

LAION-DISCO-12M

Since I've Been Loving You ((Live at MSG 1973) [Remaster])

Listed as Led Zeppelin – Since I've Been Loving You ((Live at MSG 1973) [Remaster]) (The Song Remains the Same (Remaster)) · Watch on YouTube

youtube_video uIZ2YRHVApM · row uIZ2YRHVApM

LAION-DISCO-12M

Stairway to Heaven (Live: O2 Arena, London - December 10, 2007)

Listed as Led Zeppelin – Stairway to Heaven (Live: O2 Arena, London - December 10, 2007) (Celebration Day) · Watch on YouTube

youtube_video uMdVfYiyAG4 · row uMdVfYiyAG4

LAION-DISCO-12M

Rock and Roll ((Live at MSG 1973) [Remaster])

Listed as Led Zeppelin – Rock and Roll ((Live at MSG 1973) [Remaster]) (Rock and Roll) · Watch on YouTube

youtube_video uWlWvtjf5-M · row uWlWvtjf5-M

LAION-DISCO-12M

Trampled Under Foot (1990 Remaster)

Listed as Led Zeppelin – Trampled Under Foot (1990 Remaster) (Physical Graffiti (1994 Remaster)) · Watch on YouTube

youtube_video vamReLUOlrA · row vamReLUOlrA

LAION-DISCO-12M

No Quarter (Remaster)

Listed as Led Zeppelin – No Quarter (Remaster) (Houses of the Holy (Deluxe Edition)) · Watch on YouTube

youtube_video wdqDmJbm2eY · row wdqDmJbm2eY

LAION-DISCO-12M

Kashmir (Live: O2 Arena, London - December 10, 2007)

Listed as Led Zeppelin – Kashmir (Live: O2 Arena, London - December 10, 2007) (Celebration Day) · Watch on YouTube

youtube_video xK68DAzD0eM · row xK68DAzD0eM

LAION-DISCO-12M

How Many More Times (Remaster)

Listed as Led Zeppelin – How Many More Times (Remaster) (Led Zeppelin (Remaster)) · Watch on YouTube

youtube_video y-5o2f9wzmw · row y-5o2f9wzmw

LAION-DISCO-12M

Immigrant Song (Remaster)

Listed as Led Zeppelin – Immigrant Song (Remaster) (Mothership) · Watch on YouTube

youtube_video y8OtzJtp-EM · row y8OtzJtp-EM

LAION-DISCO-12M

Dazed and Confused (Remaster)

Listed as Led Zeppelin – Dazed and Confused (Remaster) (Led Zeppelin (Remaster)) · Watch on YouTube

youtube_video yO2n7QoyieM · row yO2n7QoyieM

LAION-DISCO-12M

All My Love (1990 Remaster)

Listed as Led Zeppelin – All My Love (1990 Remaster) (In Through the out Door (1994 Remaster)) · Watch on YouTube

youtube_video yYDh7lyqwms · row yYDh7lyqwms

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.