Guitar Tablature Estimation with a Convolutional Neural Network

This work proposes TabCNN, a CNN for estimating guitar tablature from audio of a solo acoustic guitar performance, which outperforms a state-of-the-art multipitch estimation algorithm and introduces a set of metrics to evaluate guitar tablature estimation.