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AudioClassifier

Software under construction ...

4 Main programs:

1. slice.py

Convert audio mp3 to png images of a chopped spectrogram.

2. train.py

3. test.py

4. classify.py


Lib directory

Where all the important functions for data processing would be:

audio2image.py

convert_to_spectrogram (Alexis)

Take mp3 files directory and using sox convert them into spectrogram maps.

convert_to_slices (Beckford)

Take a spectrogram files directory and chop it on a desired pixel size.

datasetManager.py (Chaly)

get_dataset

Return a pickle file dataset or generate one.

create_dataset

Create a dataset with a specific size, ratio and image dimensions.

It will be saved as a pickle with extension .p

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A CNN audio classifier via spectrogram images.

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