Skuldur/Classical-Piano-Composer

Midi Output ... One Note Repeating

calverca opened this issue · 3 comments

calverca commented

Hello,
I have run the files and my test_output file is just one note repeating. I ran 20 epochs with 3 files the loss decreased from 4.3 to 3.9. In the predict.py file I manually replaced the weights.hdf5 with the last weight-improvement hdf5 file. Is there something I'm doing wrong?

Utayaki commented

Nope, that's normal.
You have to reach 0,1's loss at least to have a full music track

  • 👍1
calverca commented

Thank you. I will do that. Appreciate the feedback.

calverca commented

It works. I have also lowered all the LSTM to 256 and increased the batches to 164 and it works nice now. I also found that increasing the difference between the training files helped a lot. I used a metal song and a jazz song for training and got much faster results.
Thanks again!