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AI System Tracks Live Music with Sheet Music in Real-Time
This is a Plain English Papers summary of a research paper called AI System Tracks Live Music with Sheet Music in Real-Time. If you like these kinds of analysis, you should join AImodels.fyi or follow us on Twitter. Overview Novel approach to score following using Gaussian Process regression Maps live musical performance to positions in sheet music Uses two-stage system: note prediction followed by position tracking Works on piano, violin, oboe and flute performances Processes audio in 18ms segments for real-time following First application of Gaussian Processes to score following Plain English Explanation Score following is like having a smart assistant that listens to someone playing music and follows along with the sheet music in real-time. Think of it as a GPS for music - it tracks where ... Click here to read the full summary of this paper
This is a Plain English Papers summary of a research paper called AI System Tracks Live Music with Sheet Music in Real-Time. If you like these kinds of analysis, you should join AImodels.fyi or follow us on Twitter.
Overview
- Novel approach to score following using Gaussian Process regression
- Maps live musical performance to positions in sheet music
- Uses two-stage system: note prediction followed by position tracking
- Works on piano, violin, oboe and flute performances
- Processes audio in 18ms segments for real-time following
- First application of Gaussian Processes to score following
Plain English Explanation
Score following is like having a smart assistant that listens to someone playing music and follows along with the sheet music in real-time. Think of it as a GPS for music - it tracks where ...
