Yes. Ani DiFranco has 178 songs listed in a dataset used to train AI music models.

Used for training 178

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 Hypnotized, In or Out (new york, n.y. - 2022 remaster) (feat. Sara Lee & Andy Stochansky), Manhole

Listed under the artist name 178 songs in LAION-DISCO-12M

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

Hypnotized

Listed as Ani DiFranco – Hypnotized (Reprieve) · Watch on YouTube

youtube_video 0TlbGqVUBuc · row 0TlbGqVUBuc

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In or Out (new york, n.y. - 2022 remaster) (feat. Sara Lee & Andy Stochansky)

Listed as Ani DiFranco – In or Out (new york, n.y. - 2022 remaster) (feat. Sara Lee & Andy Stochansky) (Living In Clip (25th Anniversary Edition)) · Watch on YouTube

youtube_video 1W1d4QH4zxU · row 1W1d4QH4zxU

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Manhole

Listed as Ani DiFranco – Manhole (Knuckle Down) · Watch on YouTube

youtube_video 1nRxEtOLzlM · row 1nRxEtOLzlM

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The Knowing

Listed as Ani DiFranco – The Knowing (Unprecedented Sh!t) · Watch on YouTube

youtube_video 2ahDQKvM0lk · row 2ahDQKvM0lk

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To the Teeth

Listed as Ani DiFranco – To the Teeth (To The Teeth) · Watch on YouTube

youtube_video 81tmJAxvlds · row 81tmJAxvlds

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Knuckledown

Listed as Ani DiFranco – Knuckledown (Knuckle Down) · Watch on YouTube

youtube_video 88QEhjWIfw4 · row 88QEhjWIfw4

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Lost Woman Song

Listed as Ani DiFranco – Lost Woman Song (Ani DiFranco) · Watch on YouTube

youtube_video Au1GW03LeWI · row Au1GW03LeWI

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Adam and Eve (new york, n.y. - 2022 remaster) (feat. Sara Lee & Andy Stochansky)

Listed as Ani DiFranco – Adam and Eve (new york, n.y. - 2022 remaster) (feat. Sara Lee & Andy Stochansky) (Living In Clip (25th Anniversary Edition)) · Watch on YouTube

youtube_video AxzzZnJXdaA · row AxzzZnJXdaA

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In or Out

Listed as Ani DiFranco – In or Out (Imperfectly) · Watch on YouTube

youtube_video BH4bAwSWzIo · row BH4bAwSWzIo

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Work Your Way Out

Listed as Ani DiFranco – Work Your Way Out (Ani DiFranco) · Watch on YouTube

youtube_video GCgOZDXrYq8 · row GCgOZDXrYq8

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If He Tries Anything

Listed as Ani DiFranco – If He Tries Anything (Out Of Range) · Watch on YouTube

youtube_video HvY3NZqV698 · row HvY3NZqV698

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Out of Habit (arcata, ca. - 2022 remaster) (feat. Sara Lee & Andy Stochansky)

Listed as Ani DiFranco – Out of Habit (arcata, ca. - 2022 remaster) (feat. Sara Lee & Andy Stochansky) (Living In Clip (25th Anniversary Edition)) · Watch on YouTube

youtube_video JBORf_OdVYk · row JBORf_OdVYk

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Up Up Up Up Up Up

Listed as Ani DiFranco – Up Up Up Up Up Up (Up Up Up Up Up Up) · Watch on YouTube

youtube_video LGOaPHdptIk · row LGOaPHdptIk

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Anticipate (ithaca, n.y. - 2022 remaster) (feat. Sara Lee & Andy Stochansky)

Listed as Ani DiFranco – Anticipate (ithaca, n.y. - 2022 remaster) (feat. Sara Lee & Andy Stochansky) (Living In Clip (25th Anniversary Edition)) · Watch on YouTube

youtube_video LyCIewlQGU4 · row LyCIewlQGU4

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Asking Too Much

Listed as Ani DiFranco – Asking Too Much (Not A Pretty Girl) · Watch on YouTube

youtube_video MdSC2FcpWVE · row MdSC2FcpWVE

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This Bouquet

Listed as Ani DiFranco – This Bouquet (Not A Pretty Girl) · Watch on YouTube

youtube_video N4v97Cd8qxQ · row N4v97Cd8qxQ

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Letter to a John

Listed as Ani DiFranco – Letter to a John (Out Of Range) · Watch on YouTube

youtube_video P6I5-uQ-cdk · row P6I5-uQ-cdk

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Anyday

Listed as Ani DiFranco – Anyday (Puddle Dive) · Watch on YouTube

youtube_video Q1TQqLOJZW4 · row Q1TQqLOJZW4

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Rush Hour

Listed as Ani DiFranco – Rush Hour (Ani DiFranco) · Watch on YouTube

youtube_video QOBtu_RsbE8 · row QOBtu_RsbE8

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Swing

Listed as Ani DiFranco – Swing (To The Teeth) · Watch on YouTube

youtube_video RKWXgS9ZBt0 · row RKWXgS9ZBt0

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Revolutionary Love

Listed as Ani DiFranco – Revolutionary Love (Revolutionary Love) · Watch on YouTube

youtube_video RU2A3tpZFUA · row RU2A3tpZFUA

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Whatever (albuquerque, n.m. - 2022 remaster) (feat. Andy Stochansky & Sara Lee)

Listed as Ani DiFranco – Whatever (albuquerque, n.m. - 2022 remaster) (feat. Andy Stochansky & Sara Lee) (Living In Clip (25th Anniversary Edition)) · Watch on YouTube

youtube_video RetSrxzkTRI · row RetSrxzkTRI

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Hide and Seek (hightstown, n.j. - 2022 remaster) (feat. Sara Lee & Andy Stochansky)

Listed as Ani DiFranco – Hide and Seek (hightstown, n.j. - 2022 remaster) (feat. Sara Lee & Andy Stochansky) (Living In Clip (25th Anniversary Edition)) · Watch on YouTube

youtube_video Sg_rsrp4OAI · row Sg_rsrp4OAI

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Imperfectly

Listed as Ani DiFranco – Imperfectly (Imperfectly) · Watch on YouTube

youtube_video TwqgP4iZQ_k · row TwqgP4iZQ_k

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Fixing Her Hair

Listed as Ani DiFranco – Fixing Her Hair (Imperfectly) · Watch on YouTube

youtube_video U2PI-a0Q7ps · row U2PI-a0Q7ps

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Every State Line (atlanta, ga. - 2022 remaster) (feat. Sara Lee & Andy Stochansky)

Listed as Ani DiFranco – Every State Line (atlanta, ga. - 2022 remaster) (feat. Sara Lee & Andy Stochansky) (Living In Clip (25th Anniversary Edition)) · Watch on YouTube

youtube_video VwghZsu0RyU · row VwghZsu0RyU

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Soft Shoulder

Listed as Ani DiFranco – Soft Shoulder (To The Teeth) · Watch on YouTube

youtube_video WUsyeiP9IqU · row WUsyeiP9IqU

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Boots of a Soldier

Listed as Ani DiFranco – Boots of a Soldier (Unprecedented Sh!t) · Watch on YouTube

youtube_video b27IpXHAU8w · row b27IpXHAU8w

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Back Back Back

Listed as Ani DiFranco – Back Back Back (To The Teeth) · Watch on YouTube

youtube_video bbriE0Htwr0 · row bbriE0Htwr0

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Letting the Telephone Ring

Listed as Ani DiFranco – Letting the Telephone Ring (Ani DiFranco) · Watch on YouTube

youtube_video cP1RP9d4MgU · row cP1RP9d4MgU

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Hell Yeah

Listed as Ani DiFranco – Hell Yeah (Out Of Range) · Watch on YouTube

youtube_video fBrtQCUv4fM · row fBrtQCUv4fM

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Wish I May

Listed as Ani DiFranco – Wish I May (To The Teeth) · Watch on YouTube

youtube_video gbVEbIQfGAs · row gbVEbIQfGAs

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More or Less Free

Listed as Ani DiFranco – More or Less Free (Unprecedented Sh!t) · Watch on YouTube

youtube_video hABacpw1FfQ · row hABacpw1FfQ

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Willing to Fight

Listed as Ani DiFranco – Willing to Fight (Puddle Dive) · Watch on YouTube

youtube_video hJrgqpZfTIc · row hJrgqpZfTIc

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Sorry I Am (new york, n.y. - 2022 remaster) (feat. Sara Lee & Andy Stochansky)

Listed as Ani DiFranco – Sorry I Am (new york, n.y. - 2022 remaster) (feat. Sara Lee & Andy Stochansky) (Living In Clip (25th Anniversary Edition)) · Watch on YouTube

youtube_video iDCy55VzAdY · row iDCy55VzAdY

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The Million You Never Made

Listed as Ani DiFranco – The Million You Never Made (Not A Pretty Girl) · Watch on YouTube

youtube_video lGcQvfr3370 · row lGcQvfr3370

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What If No One's Watching

Listed as Ani DiFranco – What If No One's Watching (Imperfectly) · Watch on YouTube

youtube_video moJ9XlL_kPc · row moJ9XlL_kPc

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Simultaneously

Listed as Ani DiFranco – Simultaneously (Revolutionary Love) · Watch on YouTube

youtube_video n5ugwvcq87Q · row n5ugwvcq87Q

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Play God

Listed as Ani DiFranco – Play God (Binary) · Watch on YouTube

youtube_video ni24kn15dS4 · row ni24kn15dS4

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Amazing Grace (buffalo, n.y. - 2022 remaster) (feat. Sara Lee & Andy Stochansky)

Listed as Ani DiFranco – Amazing Grace (buffalo, n.y. - 2022 remaster) (feat. Sara Lee & Andy Stochansky) (Living In Clip (25th Anniversary Edition)) · Watch on YouTube

youtube_video qJ1rrpYUKN8 · row qJ1rrpYUKN8

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Deep Dish

Listed as Ani DiFranco – Deep Dish (Little Plastic Castle) · Watch on YouTube

youtube_video qWLQ4um46IQ · row qWLQ4um46IQ

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Hello Birmingham

Listed as Ani DiFranco – Hello Birmingham (To The Teeth) · Watch on YouTube

youtube_video qsVJodSAEEc · row qsVJodSAEEc

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Self Evident (live)

Listed as Ani DiFranco – Self Evident (live) (So Much Shouting, So Much Laughter) · Watch on YouTube

youtube_video r6llS6uXz7k · row r6llS6uXz7k

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Hurricane

Listed as Ani DiFranco – Hurricane (Swing Set) · Watch on YouTube

youtube_video rAOqccw6O7s · row rAOqccw6O7s

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Going Down

Listed as Ani DiFranco – Going Down (Dilate) · Watch on YouTube

youtube_video sCMR7zkoVh4 · row sCMR7zkoVh4

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Jukebox

Listed as Ani DiFranco – Jukebox (Up Up Up Up Up Up) · Watch on YouTube

youtube_video vb3mb4WnnNI · row vb3mb4WnnNI

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Letter to a John (san francisco, ca. - 2022 remaster) (feat. Sara Lee & Andy Stochansky)

Listed as Ani DiFranco – Letter to a John (san francisco, ca. - 2022 remaster) (feat. Sara Lee & Andy Stochansky) (Living In Clip (25th Anniversary Edition)) · Watch on YouTube

youtube_video wmoi8CrMcAQ · row wmoi8CrMcAQ

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Out of Range (portland, or. - 2022 remaster) (feat. Sara Lee & Andy Stochansky)

Listed as Ani DiFranco – Out of Range (portland, or. - 2022 remaster) (feat. Sara Lee & Andy Stochansky) (Living In Clip (25th Anniversary Edition)) · Watch on YouTube

youtube_video yhGBwXUUCVI · row yhGBwXUUCVI

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Light of Some Kind

Listed as Ani DiFranco – Light of Some Kind (Not A Pretty Girl) · Watch on YouTube

youtube_video yrNMEU8Im5c · row yrNMEU8Im5c

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Face Up and Sing

Listed as Ani DiFranco – Face Up and Sing (Out Of Range) · Watch on YouTube

youtube_video zmzCb71b1ac · row zmzCb71b1ac

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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.