libyata 0.3.2

Yet Another Tools for Audio deep learning

yata[WIP]

Yet Another Tools for Audio deep learning(for myself).

pip install libyata

Usage

import yata

• data augmentation
  • mixup: paper code
  • SpecAugment: paper code
• feature extraction
  • PASE: paper code
  • Multi scale MelSpectrogram
• Tensorflow alternatives
  • yata.utils.HParams:
    An alternative to tf.contrib.training.HParams without Tensorflow dependency
  • yata.utils.to_categorical:
    An alternative to tf.keras.utils.to_categorical without Tensorflow & keras dependency
• handy tools
  • yata.utils.new_dir:
    Make directory like this ./file_a/tag/1/ with:

    new_dir("file_a", "tag", 1)
    

  • yata.utils.get_current_date: Get date as string