tensorflow / moonlight

Optical music recognition in TensorFlow

Geek Repo:Geek Repo

Github PK Tool:Github PK Tool

Realistic labeled data generation

ringw opened this issue · comments

We have a primitive random measure generator using VexFlow. This should be improved to generate realistic music according to some prior distribution. We also need realistic noise; as a starting point, we should replicate the noise in the sequence-to-sequence paper.

That paper uses MuseScore, but VexFlow will be preferable for ease of adding hooks for writing the coordinates of each symbol. This will enable more types of models than the fully end-to-end model described in the paper.

The node.js script should also be set up in Bazel, and we need an open source Apache Beam pipeline binary for running it.