OrigamiDream / optical-music-transcription

Optical Music Transcription

Giving machine an ability that is able to transcript raw music sheets.

Known Issues and Improvement Plans

• All output rows are exactly same — Due to Gradient Vanishing
• changed-N and velocity-N features must be separated with different losses and metrics.
  • changed-N: loss=binary-crossentropy, activations=sigmoid
  • velocity-N: loss=mean-squared-error, activations=linear

TO-DO

• Separate issued features
• Fix Gradient Exploding