AI-Powered Music Transcription and Sheet Music Generation

AI has significantly improved the automation of music transcription—the process of converting audio into sheet music or MIDI notation.

• Onsets and Frames Model: Developed by Google’s Magenta, this deep learning model transcribes polyphonic music by detecting note onsets and their duration.
• AI-Based MIDI Generation: Tools like AIVA and ScoreCloud analyze recorded performances and convert them into digital MIDI files.
• Optical Music Recognition (OMR): AI-driven OMR tools, such as Audiveris, extract sheet music from scanned images, converting printed notation into playable digital scores.