Statistical Learning and Estimation of Piano Fingering
This is the accompanying webpage for the following paper:
Eita Nakamura, Yasuyuki Saito, Kazuyoshi Yoshii
Statistical Learning and Estimation of Piano Fingering
Submitted to Information Sciences

Estimation results by HMMs

1st-order HMM: Result_FHMM1.zip (115KB)

2nd-order HMM: Result_FHMM2.zip (115KB)

3rd-order HMM: Result_FHMM3.zip (114KB)

Training and test data

The HMMs are trained and tested using different subsets of PIG Dataset. To get access to the dataset and see details of the data format, please visit the PIG Dataset webpage.

Visualizer

Picture This visualizer can be used for observing and comparing the above estimation results as well as the fingerings in PIG Dataset. It works on browsers such as Google Chrome, Safari, Firefox, Microsoft Edge, etc.