Music-Genre-Verification

Are the genres of two music samples the same or different?

• This code contains an implementation of a Siamese-like convolutional neural network architecture to predict similarity of genre between two audio samples (processed as melspectrograms).

• Download the fma_small dataset from https://github.com/mdeff/fma

• Save the folders which are named as '000','001', etc containing the audio files in a folder called ./music_samples/ as the processing functions look for that folder.

• Run python load_audio.py to extract and save the melspectrogram and the audio features (we don't use this directly in our code.)

• Run the training and testing on the dataset:

python models.py