Metadata-Version: 2.1
Name: libyata
Version: 0.3.2
Summary: Yet Another Tools for Audio deep learning
Home-page: http://github.com/HudsonHuang/yata
Author: HudsonHuang
Author-email: 790209714@qq.com
License: MIT
Description: # yata[WIP]
        Yet Another Tools for Audio deep learning(for myself).
        ```
        pip install libyata
        ```
        ## Usage
        
        ```
        import yata
        ```
        
        - data augmentation
          - mixup: [paper](https://arxiv.org/abs/1710.09412) [code](https://github.com/hongyi-zhang/mixup)
          - SpecAugment: [paper](https://arxiv.org/abs/1904.08779) [code](https://github.com/DemisEom/SpecAugment)
        - feature extraction
          - PASE: [paper](https://arxiv.org/abs/2001.09239) [code](https://github.com/santi-pdp/pase)
          - 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
            
        
          
        
Keywords: deep learning,audio processing,machine learning
Platform: UNKNOWN
Classifier: License :: OSI Approved :: ISC License (ISCL)
Classifier: Programming Language :: Python
Classifier: Development Status :: 3 - Alpha
Classifier: Intended Audience :: Developers
Classifier: Topic :: Multimedia :: Sound/Audio :: Analysis
Classifier: Programming Language :: Python :: 2
Classifier: Programming Language :: Python :: 2.7
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.4
Classifier: Programming Language :: Python :: 3.5
Classifier: Programming Language :: Python :: 3.6
Classifier: Programming Language :: Python :: 3.7
Description-Content-Type: text/markdown
