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Music Genre Classifier using NeuralNetwork with pyrenn library in python using GTZAN dataset

License: GNU General Public License v3.0

Makefile 5.72% Python 43.17% Batchfile 5.39% MATLAB 45.73%

python

music-genre-classificaion's Introduction

How to run:
Dowload the pyrenn library. It is already given in this project folder.

First run makedataset to make train and test data sets from songs.csv
$ python3 makeDataset.py

Then train the weights using TrainNN2.py and test it using TestNN2.py. TrainNN2 will save weights and normalizing factors using binary format in weights2.csv
$ python3 TrainNN2.py
$ python3 TestNN2.py

Results are saved in the file predictions2.csv

Dependencies: Pandas, numpy, pickle

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