state of the art

examples

• 10 A.I. Websites for Lazy Music Producers (2022)

• Best Free AI Music Generators  (2023)

• Top 5 AI Music Generator for Free | Text to Music (2023)

• 10 AI Music Generators (2023)

• Suno (2023); Suno (2024)

• Stable Audio (2023)

• AI vs. 真人寫歌盲聽挑戰 (2023)

• Beatoven.ai's Text to Music X OpenAI's Sora (2024)

Tone Transfer

• features extraction

• features imitation

• features manipulation

• demonstration (2020)

virtual instruments

• Turn Your Voice Into Any Instrument with AI (Musicfy) (2023)

• SWAM Violin and the Roland Aerophone (2017)