TensorFlow audio classifier Using CNN Model Architecture
this project is a simple demonstration of the convolution neural network trained to classify a 1-second audio segment of audio and output a result of 94% or so
How to run the repo
first of all, you need to install TensorFlow as :
pip install tensorflow
then run the provided notebook in the directory in the command line:
jupyter notebook
and open load_train_audio_clf.ipynb
file
NOTE: as of now the actual preprocessed dataset is in my drive account (size of 600 mb)
if you wish to download here is a link Go to the Dataset
then run each cell to train and evaluate the model accuracy