Yes. Seth MacFarlane has 129 songs listed in a dataset used to train AI music models.

Used for training 129

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 Happy Holiday, Thunder Buddies, Ain’t Got A Dime To My Name (Ho Ho Ho Ho Hum)

Listed under the artist name 129 songs in LAION-DISCO-12M

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

Happy Holiday

Listed as Liz Gillies, Seth MacFarlane – Happy Holiday (Songs From Home) · Watch on YouTube

youtube_video 04jQIKR0esM · row 04jQIKR0esM

LAION-DISCO-12M

Thunder Buddies

Listed as Mark Wahlberg, Seth MacFarlane – Thunder Buddies (Ted: Original Motion Picture Soundtrack) · Watch on YouTube

youtube_video 0G-Bgohr-vU · row 0G-Bgohr-vU

LAION-DISCO-12M

Ain’t Got A Dime To My Name (Ho Ho Ho Ho Hum)

Listed as Seth MacFarlane – Ain’t Got A Dime To My Name (Ho Ho Ho Ho Hum) (Great Songs From Stage And Screen) · Watch on YouTube

youtube_video 0vRd63ITcmw · row 0vRd63ITcmw

LAION-DISCO-12M

Only The Lonely

Listed as Seth MacFarlane – Only The Lonely (No One Ever Tells You) · Watch on YouTube

youtube_video 10Fvf33LU8c · row 10Fvf33LU8c

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I’ll Be Around

Listed as Seth MacFarlane – I’ll Be Around (Once In A While) · Watch on YouTube

youtube_video 13gbbDwLKwQ · row 13gbbDwLKwQ

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Warm In December

Listed as Seth MacFarlane – Warm In December (Holiday For Swing!) · Watch on YouTube

youtube_video 19AF1xZcVcc · row 19AF1xZcVcc

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It's All Right With Me

Listed as Seth MacFarlane – It's All Right With Me (No One Ever Tells You) · Watch on YouTube

youtube_video 3Mlg3pXk6yc · row 3Mlg3pXk6yc

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The Christmas Song

Listed as Seth MacFarlane – The Christmas Song (Holiday For Swing!) · Watch on YouTube

youtube_video 3OgnavRte0k · row 3OgnavRte0k

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Mind If I Make Love To You

Listed as Seth MacFarlane – Mind If I Make Love To You (Great Songs From Stage And Screen) · Watch on YouTube

youtube_video 49AIJxVGVl0 · row 49AIJxVGVl0

LAION-DISCO-12M

The Party’s Over

Listed as Seth MacFarlane – The Party’s Over (Once In A While) · Watch on YouTube

youtube_video 4nBaYjC__IQ · row 4nBaYjC__IQ

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Two For The Road

Listed as Seth MacFarlane – Two For The Road (Great Songs From Stage And Screen) · Watch on YouTube

youtube_video 9I0rxP_hLzk · row 9I0rxP_hLzk

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You'd Be So Nice To Come Home To

Listed as Seth MacFarlane – You'd Be So Nice To Come Home To (Great Songs From Stage And Screen) · Watch on YouTube

youtube_video BQqBtBrxiVk · row BQqBtBrxiVk

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We’ll Be Together Again

Listed as Seth MacFarlane – We’ll Be Together Again (Once In A While) · Watch on YouTube

youtube_video ENb3pNjiuyg · row ENb3pNjiuyg

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Time For Parting

Listed as Seth MacFarlane – Time For Parting (Great Songs From Stage And Screen) · Watch on YouTube

youtube_video ENqWOQC9x8U · row ENqWOQC9x8U

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What Did I Have That I Don't Have?

Listed as Seth MacFarlane – What Did I Have That I Don't Have? (Great Songs From Stage And Screen) · Watch on YouTube

youtube_video J40LNa9lycw · row J40LNa9lycw

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I'll Be Home For Christmas

Listed as Seth MacFarlane – I'll Be Home For Christmas (Holiday For Swing!) · Watch on YouTube

youtube_video PfvDRASpL8c · row PfvDRASpL8c

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I Remember You

Listed as Seth MacFarlane – I Remember You (Once In A While) · Watch on YouTube

youtube_video UlN_TDzDLKk · row UlN_TDzDLKk

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Moonlight In Vermont

Listed as Seth MacFarlane – Moonlight In Vermont (Holiday For Swing!) · Watch on YouTube

youtube_video UuQfGa9o4as · row UuQfGa9o4as

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I Loved You Once In Silence

Listed as Seth MacFarlane – I Loved You Once In Silence (Great Songs From Stage And Screen) · Watch on YouTube

youtube_video duV74n-4TV0 · row duV74n-4TV0

LAION-DISCO-12M

What’ll I Do

Listed as Seth MacFarlane – What’ll I Do (Once In A While) · Watch on YouTube

youtube_video gcYQv2syPSA · row gcYQv2syPSA

LAION-DISCO-12M

Can’t We Be Friends?

Listed as Seth MacFarlane – Can’t We Be Friends? (Once In A While) · Watch on YouTube

youtube_video kW2pTDiEWW8 · row kW2pTDiEWW8

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Something Good

Listed as Seth MacFarlane – Something Good (Music Is Better Than Words) · Watch on YouTube

youtube_video lEmWfEwlcUA · row lEmWfEwlcUA

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It's Easy To Remember

Listed as Seth MacFarlane – It's Easy To Remember (Music Is Better Than Words) · Watch on YouTube

youtube_video mG4nc-f48Oo · row mG4nc-f48Oo

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Love Is Only Love

Listed as Seth MacFarlane – Love Is Only Love (Great Songs From Stage And Screen) · Watch on YouTube

youtube_video mocsjpXfpqo · row mocsjpXfpqo

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The End Of A Love Affair

Listed as Seth MacFarlane – The End Of A Love Affair (Once In A While) · Watch on YouTube

youtube_video nhbgD_zh-ns · row nhbgD_zh-ns

LAION-DISCO-12M

Make This A Slow Goodbye

Listed as Seth MacFarlane – Make This A Slow Goodbye (No One Ever Tells You) · Watch on YouTube

youtube_video omBanL5SHfc · row omBanL5SHfc

LAION-DISCO-12M

You Are Too Beautiful

Listed as Seth MacFarlane – You Are Too Beautiful (Once In A While) · Watch on YouTube

youtube_video vPISVycuJ6o · row vPISVycuJ6o

LAION-DISCO-12M

Once In A While

Listed as Seth MacFarlane – Once In A While (Once In A While) · Watch on YouTube

youtube_video vXD-wx_a8MI · row vXD-wx_a8MI

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Christmas Dreaming

Listed as Seth MacFarlane – Christmas Dreaming (Holiday For Swing!) · Watch on YouTube

youtube_video xf4Zwam3N5I · row xf4Zwam3N5I

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.