Shu-Chang Liu

A Parallel Fusion Approach to Piano Music Transcription Based on Convolutional Neural Network

In this paper, a supervised approach based on Convolutional Neural Networks (CNN) for polyphonic piano transcription is presented. The system consists of pitch detection model, onset/offset detection model, and note search model. The pitch detection model is a single-channel CNN predicting the proba…