Yes. Mike Love has 27 songs listed in a dataset used to train AI music models.

Used for training 27

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 Away in a Manger (with All Love) (feat. All Love), Surfin' Safari, Little St. Nick

Listed under the artist name 27 songs in LAION-DISCO-12M

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

Away in a Manger (with All Love) (feat. All Love)

Listed as Mike Love – Away in a Manger (with All Love) (feat. All Love) (Reason For The Season) · Watch on YouTube

youtube_video 0N-vrnyffzw · row 0N-vrnyffzw

LAION-DISCO-12M

Surfin' Safari

Listed as Mike Love – Surfin' Safari (12 Sides Of Summer) · Watch on YouTube

youtube_video 0gjy_GrHVTo · row 0gjy_GrHVTo

LAION-DISCO-12M

Little St. Nick

Listed as Mike Love – Little St. Nick (Reason For The Season) · Watch on YouTube

youtube_video FJH7Ms1seZI · row FJH7Ms1seZI

LAION-DISCO-12M

Keepin' Summer Alive

Listed as Mike Love – Keepin' Summer Alive (12 Sides Of Summer) · Watch on YouTube

youtube_video FgR2Oy8DYP4 · row FgR2Oy8DYP4

LAION-DISCO-12M

It's OK (feat. Hanson)

Listed as Mike Love – It's OK (feat. Hanson) (It's OK) · Watch on YouTube

youtube_video HEaYe8Y3dnY · row HEaYe8Y3dnY

LAION-DISCO-12M

Summertime Blues

Listed as Mike Love – Summertime Blues (12 Sides Of Summer) · Watch on YouTube

youtube_video Ikg-rSdBJkA · row Ikg-rSdBJkA

LAION-DISCO-12M

Bring a Torch (feat. Brian Love & Hayleigh Love)

Listed as Mike Love – Bring a Torch (feat. Brian Love & Hayleigh Love) (Reason For The Season) · Watch on YouTube

youtube_video Li4PxL1OMXI · row Li4PxL1OMXI

LAION-DISCO-12M

Rockaway Beach

Listed as Mike Love – Rockaway Beach (Rockaway Beach) · Watch on YouTube

youtube_video M_4jimbxBYc · row M_4jimbxBYc

LAION-DISCO-12M

This Too Shall Pass

Listed as Mike Love – This Too Shall Pass (This Too Shall Pass) · Watch on YouTube

youtube_video NhrxgfGLinc · row NhrxgfGLinc

LAION-DISCO-12M

O Come All Ye Faithful (with All Love) (feat. All Love)

Listed as Mike Love – O Come All Ye Faithful (with All Love) (feat. All Love) (Reason For The Season) · Watch on YouTube

youtube_video NxYpHos2ZXE · row NxYpHos2ZXE

LAION-DISCO-12M

Must Be Christmas (with Ambha Love and Christian Love) (feat. Ambha Love & Christian Love)

Listed as Mike Love – Must Be Christmas (with Ambha Love and Christian Love) (feat. Ambha Love & Christian Love) (Reason For The Season) · Watch on YouTube

youtube_video OFLFVZb-ipI · row OFLFVZb-ipI

LAION-DISCO-12M

On and On and On

Listed as Mike Love – On and On and On (12 Sides Of Summer) · Watch on YouTube

youtube_video Qy0RkQFG47M · row Qy0RkQFG47M

LAION-DISCO-12M

Celestial Celebration

Listed as Mike Love – Celestial Celebration (Reason For The Season) · Watch on YouTube

youtube_video TFL1kpeO48o · row TFL1kpeO48o

LAION-DISCO-12M

Do It Again (feat. Mark McGrath & John Stamos)

Listed as Mike Love – Do It Again (feat. Mark McGrath & John Stamos) (Do It Again) · Watch on YouTube

youtube_video Vvmr4r85hFE · row Vvmr4r85hFE

LAION-DISCO-12M

Here Comes The Sun

Listed as Mike Love – Here Comes The Sun (12 Sides Of Summer) · Watch on YouTube

youtube_video W9hCOfD2aVM · row W9hCOfD2aVM

LAION-DISCO-12M

Girl From Ipanema

Listed as Mike Love – Girl From Ipanema (12 Sides Of Summer) · Watch on YouTube

youtube_video WwJ6h0irs-Q · row WwJ6h0irs-Q

LAION-DISCO-12M

Finally It's Christmas (feat. Hanson)

Listed as Mike Love – Finally It's Christmas (feat. Hanson) (Reason For The Season) · Watch on YouTube

youtube_video X-XNZA86RuY · row X-XNZA86RuY

LAION-DISCO-12M

California Beach

Listed as Mike Love – California Beach (California Beach) · Watch on YouTube

youtube_video YxGnLj8v_5Q · row YxGnLj8v_5Q

LAION-DISCO-12M

O Holy Night (feat. All Love)

Listed as Mike Love – O Holy Night (feat. All Love) (Reason For The Season) · Watch on YouTube

youtube_video bSRcLj2iJdQ · row bSRcLj2iJdQ

LAION-DISCO-12M

Alone On Christmas Day

Listed as Mike Love – Alone On Christmas Day (Reason For The Season) · Watch on YouTube

youtube_video cHEr0yHsCWU · row cHEr0yHsCWU

LAION-DISCO-12M

Surfin'

Listed as Mike Love – Surfin' (12 Sides Of Summer) · Watch on YouTube

youtube_video fMxgO142FqU · row fMxgO142FqU

LAION-DISCO-12M

Calfornia Sun

Listed as Mike Love – Calfornia Sun (12 Sides Of Summer) · Watch on YouTube

youtube_video h0GiJCkZHrs · row h0GiJCkZHrs

LAION-DISCO-12M

Reason For The Season

Listed as Mike Love – Reason For The Season (Reason For The Season) · Watch on YouTube

youtube_video htoFwcQ7Yx0 · row htoFwcQ7Yx0

LAION-DISCO-12M

Do You Hear What I Hear (with All Love) (feat. All Love)

Listed as Mike Love – Do You Hear What I Hear (with All Love) (feat. All Love) (Reason For The Season) · Watch on YouTube

youtube_video kuMVXtxQ6gI · row kuMVXtxQ6gI

LAION-DISCO-12M

Jingle Bell Rock

Listed as Mike Love – Jingle Bell Rock (Reason For The Season) · Watch on YouTube

youtube_video lrTVbSOycxQ · row lrTVbSOycxQ

LAION-DISCO-12M

Over and Over

Listed as Mike Love – Over and Over (12 Sides Of Summer) · Watch on YouTube

youtube_video mwZ3yvTm8Ss · row mwZ3yvTm8Ss

LAION-DISCO-12M

Little St. Nick

Listed as Mike Love – Little St. Nick (Alternative Christmas) · Watch on YouTube

youtube_video o-OOU7N9KIw · row o-OOU7N9KIw

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.