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Music transcription is the process of transcribing music audio into musicnotation. It is a field in which the machines still cannot beat humanperformance. The main motivation for automatic music transcription is to makeit possible for anyone playing a musical instrument, to be able to generate themusic notes for a piece of music quickly and accurately. It does not matter ifthe person is a beginner and simply struggles to find the music score bysearching, or an expert who heard a live jazz improvisation and would like toreproduce it without losing time doing manual transcription. We proposeScorpiano -- a system that can automatically generate a music score for simplemonophonic piano melody tracks using digital signal processing. The systemintegrates multiple digital audio processing methods: notes onset detection,tempo estimation, beat detection, pitch detection and finally generation of themusic score. The system has proven to give good results for simple pianomelodies, comparable to commercially available neural network based systems.

Scorpiano -- A System for Automatic Music Transcription for Monophonic Piano Music