search

ksanjeevan / crnn-audio-classification

UrbanSound classification using Convolutional Recurrent Networks in PyTorch
MIT License
383 stars 80 forks source link

Need Help as I am beignner in Audio classification #12

Closed IamSparky closed 4 years ago

IamSparky commented 4 years ago

I am unable to get what I should return for Custom audio data forn CRNN model...

Like for image dataset class we return image array in numpy and its label through the get_item function in custom dataset class.. Likewise what should I return in Custom dataset class with label of audio for my custom audio dataset.

ksanjeevan commented 4 years ago

audio torch datasets can also return a numpy array and a label. The convention used here and in torchaudio is (channel, signal). See here: https://github.com/ksanjeevan/crnn-audio-classification/blob/f09449b87ed61d28b82931c7055d033a7b69160b/data/data_sets.py#L24