Yes. H.O.T. has 122 songs listed in a dataset used to train AI music models.

Used for training 122

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 Let it be ((KANGTA Solo) [Live]), 투혼 The sprit of Fighter (Live), Talk '사모 (조지훈)'

Listed under the artist name 122 songs in LAION-DISCO-12M

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

Let it be ((KANGTA Solo) [Live])

Listed as H.O.T. – Let it be ((KANGTA Solo) [Live]) (FOREVER 2001 LIVE CONCERT) · Watch on YouTube

youtube_video -1Ipg-0jZc0 · row -1Ipg-0jZc0

LAION-DISCO-12M

투혼 The sprit of Fighter (Live)

Listed as H.O.T. – 투혼 The sprit of Fighter (Live) (99 'LIVE IN SEOUL' (Live)) · Watch on YouTube

youtube_video -3wlvDyaAlQ · row -3wlvDyaAlQ

LAION-DISCO-12M

Talk '사모 (조지훈)'

Listed as H.O.T. – Talk '사모 (조지훈)' (I Yah! - The 4th Album) · Watch on YouTube

youtube_video -JZuo1E7Klo · row -JZuo1E7Klo

LAION-DISCO-12M

Korean Pride (Live)

Listed as H.O.T. – Korean Pride (Live) (99 'LIVE IN SEOUL' (Live)) · Watch on YouTube

youtube_video -r4V503gYRM · row -r4V503gYRM

LAION-DISCO-12M

Good-bye 이젠 (Good-bye For The Last)

Listed as H.O.T. – Good-bye 이젠 (Good-bye For The Last) (Outside Castle -The 5th Album) · Watch on YouTube

youtube_video 0n5jf12yVs8 · row 0n5jf12yVs8

LAION-DISCO-12M

OP.T, Pt. 1 - '사투'

Listed as H.O.T. – OP.T, Pt. 1 - '사투' (Age Of Peace (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video 1KgPNK6u42c · row 1KgPNK6u42c

LAION-DISCO-12M

Livin' La Vida Loca ((Tony Solo) [Live])

Listed as H.O.T. – Livin' La Vida Loca ((Tony Solo) [Live]) (FOREVER 2001 LIVE CONCERT) · Watch on YouTube

youtube_video 30u5qWz2FUI · row 30u5qWz2FUI

LAION-DISCO-12M

TTTrack, Pt. 1 (Techno Time Track, Pt. 1)

Listed as H.O.T. – TTTrack, Pt. 1 (Techno Time Track, Pt. 1) (Age Of Peace (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video 3OGvMwIkYSQ · row 3OGvMwIkYSQ

LAION-DISCO-12M

Talk '친구'

Listed as H.O.T. – Talk '친구' (I Yah! - The 4th Album) · Watch on YouTube

youtube_video 3S60Yoopm94 · row 3S60Yoopm94

LAION-DISCO-12M

전사의 후예 / 늑대와 양 Wolf & Sheep (Live)

Listed as H.O.T. – 전사의 후예 / 늑대와 양 Wolf & Sheep (Live) (99 'LIVE IN SEOUL' (Live)) · Watch on YouTube

youtube_video 3llFhF668KM · row 3llFhF668KM

LAION-DISCO-12M

PU HA HA

Listed as H.O.T. – PU HA HA (I Yah! - The 4th Album) · Watch on YouTube

youtube_video 4jwnM0aSVOg · row 4jwnM0aSVOg

LAION-DISCO-12M

Illusion

Listed as H.O.T. – Illusion (Outside Castle -The 5th Album) · Watch on YouTube

youtube_video 6d3Trd0-JzM · row 6d3Trd0-JzM

LAION-DISCO-12M

Talk '고마워, 미안해'

Listed as H.O.T. – Talk '고마워, 미안해' (I Yah! - The 4th Album) · Watch on YouTube

youtube_video 7Pcoew_SXeU · row 7Pcoew_SXeU

LAION-DISCO-12M

널 사랑한 만큼 (Live)

Listed as H.O.T. – 널 사랑한 만큼 (Live) (99 'LIVE IN SEOUL' (Live)) · Watch on YouTube

youtube_video B0ek9y_t9j4 · row B0ek9y_t9j4

LAION-DISCO-12M

Legend of H.O.T. (Live)

Listed as H.O.T. – Legend of H.O.T. (Live) (99 'LIVE IN SEOUL' (Live)) · Watch on YouTube

youtube_video BHnIfwU_Qmk · row BHnIfwU_Qmk

LAION-DISCO-12M

For 연가 (A Song For Lady) (Live)

Listed as H.O.T. – For 연가 (A Song For Lady) (Live) (FOREVER 2001 LIVE CONCERT) · Watch on YouTube

youtube_video G7Ga0p8lcTY · row G7Ga0p8lcTY

LAION-DISCO-12M

환희 It's Been Raining Since You Left Me (Live)

Listed as H.O.T. – 환희 It's Been Raining Since You Left Me (Live) (99 'LIVE IN SEOUL' (Live)) · Watch on YouTube

youtube_video IZu01KYNBV4 · row IZu01KYNBV4

LAION-DISCO-12M

Right Here Waiting (Live)

Listed as H.O.T. – Right Here Waiting (Live) (99 'LIVE IN SEOUL' (Live)) · Watch on YouTube

youtube_video J0aFDRYHqBM · row J0aFDRYHqBM

LAION-DISCO-12M

Talk '탈출'

Listed as H.O.T. – Talk '탈출' (I Yah! - The 4th Album) · Watch on YouTube

youtube_video JUrGFdIqBEo · row JUrGFdIqBEo

LAION-DISCO-12M

버려진 아이들 (Abandoned Children)

Listed as H.O.T. – 버려진 아이들 (Abandoned Children) (Outside Castle -The 5th Album) · Watch on YouTube

youtube_video MGktGBGVnOA · row MGktGBGVnOA

LAION-DISCO-12M

환희 It's Been Raining Since You Left Me / SHINVI (Delight) (Live)

Listed as H.O.T. – 환희 It's Been Raining Since You Left Me / SHINVI (Delight) (Live) (FOREVER 2001 LIVE CONCERT) · Watch on YouTube

youtube_video MzjOeLPDVSQ · row MzjOeLPDVSQ

LAION-DISCO-12M

개성시대 (X Generation)

Listed as H.O.T. – 개성시대 (X Generation) (We Hate All Kinds of Violence...- The 1st Album) · Watch on YouTube

youtube_video NIibEg7rrSo · row NIibEg7rrSo

LAION-DISCO-12M

Talk '하늘, 꿈, 그리고...'

Listed as H.O.T. – Talk '하늘, 꿈, 그리고...' (I Yah! - The 4th Album) · Watch on YouTube

youtube_video NTKf_Zg-4Xs · row NTKf_Zg-4Xs

LAION-DISCO-12M

Persia black hole ((Moon Hee Jun Solo) [Live])

Listed as H.O.T. – Persia black hole ((Moon Hee Jun Solo) [Live]) (FOREVER 2001 LIVE CONCERT) · Watch on YouTube

youtube_video N_DUx_1dh8Y · row N_DUx_1dh8Y

LAION-DISCO-12M

Outside Castle (Live)

Listed as H.O.T. – Outside Castle (Live) (FOREVER 2001 LIVE CONCERT) · Watch on YouTube

youtube_video O3y9Z5n0q-g · row O3y9Z5n0q-g

LAION-DISCO-12M

열맞춰! Line Up! (Live)

Listed as H.O.T. – 열맞춰! Line Up! (Live) (99 'LIVE IN SEOUL' (Live)) · Watch on YouTube

youtube_video OWaOeXgS-Kg · row OWaOeXgS-Kg

LAION-DISCO-12M

너와 나 You & I (Live)

Listed as H.O.T. – 너와 나 You & I (Live) (FOREVER 2001 LIVE CONCERT) · Watch on YouTube

youtube_video S3DacAauurs · row S3DacAauurs

LAION-DISCO-12M

Talk '마지막 음성'

Listed as H.O.T. – Talk '마지막 음성' (I Yah! - The 4th Album) · Watch on YouTube

youtube_video TzYEae_jScc · row TzYEae_jScc

LAION-DISCO-12M

About 여자(女子) (About Women)

Listed as H.O.T. – About 여자(女子) (About Women) (We Hate All Kinds of Violence...- The 1st Album) · Watch on YouTube

youtube_video VQy9aDqzW1k · row VQy9aDqzW1k

LAION-DISCO-12M

그래! 그렇게! We Can Do It (Live)

Listed as H.O.T. – 그래! 그렇게! We Can Do It (Live) (FOREVER 2001 LIVE CONCERT) · Watch on YouTube

youtube_video XcOO7bczjcY · row XcOO7bczjcY

LAION-DISCO-12M

We Are The Future / OP.T (Operation Takeover) (Live)

Listed as H.O.T. – We Are The Future / OP.T (Operation Takeover) (Live) (FOREVER 2001 LIVE CONCERT) · Watch on YouTube

youtube_video Y5ORE25loLI · row Y5ORE25loLI

LAION-DISCO-12M

소년이여! 신화가 되어라 (Boys, Be a Legend!)

Listed as H.O.T. – 소년이여! 신화가 되어라 (Boys, Be a Legend!) (Resurrection - The 3rd Album) · Watch on YouTube

youtube_video aDFpbpnMSZA · row aDFpbpnMSZA

LAION-DISCO-12M

AGE OF PEACE

Listed as H.O.T. – AGE OF PEACE (Age Of Peace (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video aP7eRIwRSI0 · row aP7eRIwRSI0

LAION-DISCO-12M

Do or Die (Live)

Listed as H.O.T. – Do or Die (Live) (99 'LIVE IN SEOUL' (Live)) · Watch on YouTube

youtube_video bg67-kov4r4 · row bg67-kov4r4

LAION-DISCO-12M

행복 Full of Happiness / 빛 Hope (Live)

Listed as H.O.T. – 행복 Full of Happiness / 빛 Hope (Live) (FOREVER 2001 LIVE CONCERT) · Watch on YouTube

youtube_video eAh7kNtsAYw · row eAh7kNtsAYw

LAION-DISCO-12M

투지 Git it up! / 전사의 후예 / You got gun (Live)

Listed as H.O.T. – 투지 Git it up! / 전사의 후예 / You got gun (Live) (FOREVER 2001 LIVE CONCERT) · Watch on YouTube

youtube_video fchUJwRmbeY · row fchUJwRmbeY

LAION-DISCO-12M

행복Full of Happiness / 빛 Hope (Live)

Listed as H.O.T. – 행복Full of Happiness / 빛 Hope (Live) (99 'LIVE IN SEOUL' (Live)) · Watch on YouTube

youtube_video g-mIJgSIB6Q · row g-mIJgSIB6Q

LAION-DISCO-12M

Talk '전쟁'

Listed as H.O.T. – Talk '전쟁' (I Yah! - The 4th Album) · Watch on YouTube

youtube_video g17btn5LYSQ · row g17btn5LYSQ

LAION-DISCO-12M

Right Here Waiting ((KANGTA Solo) [Live])

Listed as H.O.T. – Right Here Waiting ((KANGTA Solo) [Live]) (FOREVER 2001 LIVE CONCERT) · Watch on YouTube

youtube_video ibQE5XqHHj4 · row ibQE5XqHHj4

LAION-DISCO-12M

Talk '웃음'

Listed as H.O.T. – Talk '웃음' (I Yah! - The 4th Album) · Watch on YouTube

youtube_video o5gSXdHotLQ · row o5gSXdHotLQ

LAION-DISCO-12M

We Are The Future (Live)

Listed as H.O.T. – We Are The Future (Live) (99 'LIVE IN SEOUL' (Live)) · Watch on YouTube

youtube_video oflybS7B5Mo · row oflybS7B5Mo

LAION-DISCO-12M

Opening - Effect show (Live)

Listed as H.O.T. – Opening - Effect show (Live) (FOREVER 2001 LIVE CONCERT) · Watch on YouTube

youtube_video pVdlyUBeBBw · row pVdlyUBeBBw

LAION-DISCO-12M

Go! H.O.T.! / 오늘도 짜증나는 날이네 / 열등감 The End of My Inferiority Complex (Live)

Listed as H.O.T. – Go! H.O.T.! / 오늘도 짜증나는 날이네 / 열등감 The End of My Inferiority Complex (Live) (99 'LIVE IN SEOUL' (Live)) · Watch on YouTube

youtube_video q-mTGK4E2cs · row q-mTGK4E2cs

LAION-DISCO-12M

THE BEST

Listed as H.O.T. – THE BEST (Age Of Peace (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video ryE0OF3heOA · row ryE0OF3heOA

LAION-DISCO-12M

투지 Git it up! (Live)

Listed as H.O.T. – 투지 Git it up! (Live) (99 'LIVE IN SEOUL' (Live)) · Watch on YouTube

youtube_video s9Szx2NuIdo · row s9Szx2NuIdo

LAION-DISCO-12M

후에... (Since, You've Gone)

Listed as H.O.T. – 후에... (Since, You've Gone) (Resurrection - The 3rd Album) · Watch on YouTube

youtube_video tKVuCGw3Pl8 · row tKVuCGw3Pl8

LAION-DISCO-12M

Time Will Tell

Listed as H.O.T. – Time Will Tell (Outside Castle -The 5th Album) · Watch on YouTube

youtube_video tMuXPTGoGck · row tMuXPTGoGck

LAION-DISCO-12M

Talk '아이들 & News (from 1999/6/30 SBS 8시 뉴스)'

Listed as H.O.T. – Talk '아이들 & News (from 1999/6/30 SBS 8시 뉴스)' (I Yah! - The 4th Album) · Watch on YouTube

youtube_video wAOP-NECxLw · row wAOP-NECxLw

LAION-DISCO-12M

Talk '고백'

Listed as H.O.T. – Talk '고백' (I Yah! - The 4th Album) · Watch on YouTube

youtube_video wv6OzIq-bU4 · row wv6OzIq-bU4

LAION-DISCO-12M

아이야 I yah! (Live)

Listed as H.O.T. – 아이야 I yah! (Live) (FOREVER 2001 LIVE CONCERT) · Watch on YouTube

youtube_video zKWSZ41I9kI · row zKWSZ41I9kI

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.