Yes. Natalino Otto has 143 songs listed in a dataset used to train AI music models.

Used for training 143

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 Tempo d'estate, Una fotografia nella cornice, Ti dirò

Listed under the artist name 143 songs in LAION-DISCO-12M

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

Tempo d'estate

Listed as Natalino Otto – Tempo d'estate (Golden Memory: Natalino Otto, Vol.4) · Watch on YouTube

youtube_video -3vXeg-FLKU · row -3vXeg-FLKU

LAION-DISCO-12M

Una fotografia nella cornice

Listed as Natalino Otto – Una fotografia nella cornice (L'Incredibile Natalino Otto) · Watch on YouTube

youtube_video -uD_RkdMs0o · row -uD_RkdMs0o

LAION-DISCO-12M

Ti dirò

Listed as Natalino Otto – Ti dirò (Le canzoni dell’ anno 1958) · Watch on YouTube

youtube_video 0XwUZvc2T5g · row 0XwUZvc2T5g

LAION-DISCO-12M

Festa in famiglia

Listed as Natalino Otto – Festa in famiglia (Golden Memory: Natalino Otto, Vol. 9) · Watch on YouTube

youtube_video 1dt5Cwzmzh8 · row 1dt5Cwzmzh8

LAION-DISCO-12M

Piccola italy

Listed as Natalino Otto – Piccola italy (Tu solamente tu) · Watch on YouTube

youtube_video 2NWQkv4b1h4 · row 2NWQkv4b1h4

LAION-DISCO-12M

Te voglio bene

Listed as Natalino Otto – Te voglio bene (Golden Memory: Natalino Otto, Vol.4) · Watch on YouTube

youtube_video 2_WDluR4ZLY · row 2_WDluR4ZLY

LAION-DISCO-12M

Tu lei lui

Listed as Natalino Otto – Tu lei lui (Natalino per sempre, Vol. I) · Watch on YouTube

youtube_video 2daWjOeXX8A · row 2daWjOeXX8A

LAION-DISCO-12M

Troviamoci domani a Portofino

Listed as Natalino Otto – Troviamoci domani a Portofino (Ciao Italia - 50 Italo-Hits) · Watch on YouTube

youtube_video 3j3jEUCW6G8 · row 3j3jEUCW6G8

LAION-DISCO-12M

Benvenuto Mr Swing

Listed as Natalino Otto – Benvenuto Mr Swing (L'Incredibile Natalino Otto) · Watch on YouTube

youtube_video 4UOA-b9m9ow · row 4UOA-b9m9ow

LAION-DISCO-12M

Il valzer del bicchierino

Listed as Natalino Otto – Il valzer del bicchierino (The Italian Song - Natalino Otto) · Watch on YouTube

youtube_video 7Ior11AIoZ0 · row 7Ior11AIoZ0

LAION-DISCO-12M

Ma se ghe penso (Ma se ci penso)

Listed as Natalino Otto – Ma se ghe penso (Ma se ci penso) (Ricordo di Natalino Otto) · Watch on YouTube

youtube_video 8CuDrgiqqN8 · row 8CuDrgiqqN8

LAION-DISCO-12M

Ricordati ragazzo - Nature boy

Listed as Natalino Otto – Ricordati ragazzo - Nature boy (The Italian Song - Natalino Otto) · Watch on YouTube

youtube_video 8WvSPT8a7v0 · row 8WvSPT8a7v0

LAION-DISCO-12M

Un certo sorriso

Listed as Natalino Otto – Un certo sorriso (100 Hit Festival Sanremo (Festival musica italiana)) · Watch on YouTube

youtube_video 9z5krAFD8AI · row 9z5krAFD8AI

LAION-DISCO-12M

Come prima

Listed as Natalino Otto – Come prima (Antica canzone napoletana, Vol. 11) · Watch on YouTube

youtube_video AqcltN52gHk · row AqcltN52gHk

LAION-DISCO-12M

Pescoli

Listed as Natalino Otto – Pescoli (Tu solamente tu) · Watch on YouTube

youtube_video C_IsVt4jdoU · row C_IsVt4jdoU

LAION-DISCO-12M

Il pericolo numero uno

Listed as Natalino Otto, Poker di Voci – Il pericolo numero uno (Sanremo Collection - 1957) · Watch on YouTube

youtube_video E0qguugpTvc · row E0qguugpTvc

LAION-DISCO-12M

Signorina se permette l'accompagno

Listed as Natalino Otto – Signorina se permette l'accompagno (Natalino per sempre, Vol. I) · Watch on YouTube

youtube_video EFEfa-IKhzE · row EFEfa-IKhzE

LAION-DISCO-12M

Per un bacio d'amor

Listed as Natalino Otto – Per un bacio d'amor (Le canzoni dell’ anno 1958) · Watch on YouTube

youtube_video FJBmr3K7xI4 · row FJBmr3K7xI4

LAION-DISCO-12M

Zeneizinn a (Genovesina)

Listed as Natalino Otto – Zeneizinn a (Genovesina) (Ricordo di Natalino Otto) · Watch on YouTube

youtube_video Gr4eJhpHbUc · row Gr4eJhpHbUc

LAION-DISCO-12M

Donnina sola

Listed as Natalino Otto – Donnina sola (Festival di Sanremo 1954 (Festival della canzone italiana)) · Watch on YouTube

youtube_video HFbrWOqcNwc · row HFbrWOqcNwc

LAION-DISCO-12M

Tu sei sempre nel mio cuore

Listed as Natalino Otto – Tu sei sempre nel mio cuore (Golden Memory: Natalino Otto, Vol.4) · Watch on YouTube

youtube_video IjJRNTfQdIg · row IjJRNTfQdIg

LAION-DISCO-12M

Buonasera Signorina

Listed as Natalino Otto – Buonasera Signorina (Bella Italia - 50 Italo-Hits) · Watch on YouTube

youtube_video Ila3IS0SkVw · row Ila3IS0SkVw

LAION-DISCO-12M

Aveva un bavero

Listed as Natalino Otto – Aveva un bavero (The Italian Song - Natalino Otto) · Watch on YouTube

youtube_video J2v_JhjdlU4 · row J2v_JhjdlU4

LAION-DISCO-12M

Arriva il direttore

Listed as Natalino Otto – Arriva il direttore (Il Meglio) · Watch on YouTube

youtube_video JNW0Ni1j8ys · row JNW0Ni1j8ys

LAION-DISCO-12M

Domani (la rivedrò) [1941]

Listed as Natalino Otto – Domani (la rivedrò) [1941] (Greatest Voices from Italy) · Watch on YouTube

youtube_video JlTfHStyMkU · row JlTfHStyMkU

LAION-DISCO-12M

Women in love

Listed as Natalino Otto – Women in love (Mamma voglio anch'io la fidanzata) · Watch on YouTube

youtube_video O2K2qInXUL8 · row O2K2qInXUL8

LAION-DISCO-12M

Fiorin fiorello

Listed as Natalino Otto – Fiorin fiorello (Natalino Selection) · Watch on YouTube

youtube_video OERX11D_29c · row OERX11D_29c

LAION-DISCO-12M

Avevamo La Stessa Eta

Listed as Natalino Otto – Avevamo La Stessa Eta (Vintage Italian Song Nº 32 - EPs Collectors, "9º Festival San Remo 1959") · Watch on YouTube

youtube_video OxY4PRSKay4 · row OxY4PRSKay4

LAION-DISCO-12M

Ti porterò sul cucciolo

Listed as Natalino Otto, Dattoli Mario – Ti porterò sul cucciolo (Golden Memory: Natalino Otto Vol.3) · Watch on YouTube

youtube_video Q0GFVmWY1BU · row Q0GFVmWY1BU

LAION-DISCO-12M

Lì per lì

Listed as Natalino Otto – Lì per lì (L'Incredibile Natalino Otto) · Watch on YouTube

youtube_video QN_BHsdAyWY · row QN_BHsdAyWY

LAION-DISCO-12M

Le trote blu

Listed as Gloria Christian, Natalino Otto, Poker Di Voci – Le trote blu (100 Hit Festival Sanremo (Festival musica italiana)) · Watch on YouTube

youtube_video V4NTA-Ldy64 · row V4NTA-Ldy64

LAION-DISCO-12M

Gloria

Listed as Natalino Otto – Gloria (Vive l'Italie, 125 succès romantiques (De 1900 à 1960)) · Watch on YouTube

youtube_video W8-9L-exDXU · row W8-9L-exDXU

LAION-DISCO-12M

E' bello

Listed as Natalino Otto – E' bello (Sanremo collection - 1956) · Watch on YouTube

youtube_video YNIv3EsK3tA · row YNIv3EsK3tA

LAION-DISCO-12M

Maddalena

Listed as Natalino Otto – Maddalena (Mamma voglio anch'io la fidanzata) · Watch on YouTube

youtube_video ckQdDKGk-z4 · row ckQdDKGk-z4

LAION-DISCO-12M

Danziam Lo Spirù

Listed as Natalino Otto – Danziam Lo Spirù (Sogno D'amore) · Watch on YouTube

youtube_video eOsWuqnLsj8 · row eOsWuqnLsj8

LAION-DISCO-12M

Moritat

Listed as Natalino Otto – Moritat (Mamma voglio anch'io la fidanzata) · Watch on YouTube

youtube_video fjsoUE_I6fU · row fjsoUE_I6fU

LAION-DISCO-12M

Le grisbi

Listed as Natalino Otto – Le grisbi (Mamma voglio anch'io la fidanzata) · Watch on YouTube

youtube_video gRiSoskU5HE · row gRiSoskU5HE

LAION-DISCO-12M

Ho licenziato la cameriera

Listed as Natalino Otto – Ho licenziato la cameriera (The Italian Song - Natalino Otto) · Watch on YouTube

youtube_video hxYTxCz7nY0 · row hxYTxCz7nY0

LAION-DISCO-12M

Tolon tolon

Listed as Natalino Otto – Tolon tolon (Golden Memory: Natalino Otto, Vol.4) · Watch on YouTube

youtube_video jERBHiCYxvo · row jERBHiCYxvo

LAION-DISCO-12M

Marina

Listed as Natalino Otto – Marina (Bella Italia - 50 Italo-Hits) · Watch on YouTube

youtube_video jJS354wtK_k · row jJS354wtK_k

LAION-DISCO-12M

Ritmo per favore

Listed as Natalino Otto – Ritmo per favore (L'Incredibile Natalino Otto) · Watch on YouTube

youtube_video jQQXzhps2VM · row jQQXzhps2VM

LAION-DISCO-12M

Illusione

Listed as Natalino Otto – Illusione (Golden Memory: Natalino Otto, Vol. 10) · Watch on YouTube

youtube_video jYfXDjzZxH8 · row jYfXDjzZxH8

LAION-DISCO-12M

Mamma voglio anch'io la fidanzata (feat. Orchestra Zuccheri)

Listed as Natalino Otto – Mamma voglio anch'io la fidanzata (feat. Orchestra Zuccheri) (Canzoni alla radio, vol. 2 (Anni 40 e 50)) · Watch on YouTube

youtube_video mDKtuSIWCQM · row mDKtuSIWCQM

LAION-DISCO-12M

Stasera jazz

Listed as Natalino Otto – Stasera jazz (Natalino per sempre, Vol. II) · Watch on YouTube

youtube_video nzVIy3qo6Jo · row nzVIy3qo6Jo

LAION-DISCO-12M

Bambina Tu Mi Piaci

Listed as Natalino Otto – Bambina Tu Mi Piaci (Sogno D'amore) · Watch on YouTube

youtube_video oCP-U6QM12s · row oCP-U6QM12s

LAION-DISCO-12M

La paloma blanca

Listed as Natalino Otto – La paloma blanca (Golden Memory: Natalino Otto, Vol. 6) · Watch on YouTube

youtube_video ornA7gtbP54 · row ornA7gtbP54

LAION-DISCO-12M

Ma a mi o me piaxe (Ma a me piace)

Listed as Natalino Otto – Ma a mi o me piaxe (Ma a me piace) (Ricordo di Natalino Otto) · Watch on YouTube

youtube_video uWzSUkFhokg · row uWzSUkFhokg

LAION-DISCO-12M

Que sera sera (From "L'Homme qui en savait trop")

Listed as Natalino Otto – Que sera sera (From "L'Homme qui en savait trop") (Vive l'Italie, 125 succès romantiques (De 1900 à 1960)) · Watch on YouTube

youtube_video wGVcJfe5FW0 · row wGVcJfe5FW0

LAION-DISCO-12M

Suonatemi un blues

Listed as Natalino Otto – Suonatemi un blues (Playlist: Natalino Otto) · Watch on YouTube

youtube_video xIL0AqOwDDY · row xIL0AqOwDDY

LAION-DISCO-12M

Vecchia Roma

Listed as Natalino Otto – Vecchia Roma (Sogno D'amore) · Watch on YouTube

youtube_video xtVltGe85jo · row xtVltGe85jo

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.