#Music_Genre_Classification
Use machine learning, python automatically classify music to its genre, a project of my machine learning class.
GTZAN Dataset : http://marsyasweb.appspot.com/download/data_sets/
Developed Test Set : https://github.com/KrisYu/Muisc_Genre_Classification/tree/master/DevelopedTestSet
In addtion, I collected 4 * 20 songs from Free Music Archive http://freemusicarchive.org , then apply some formats changes, make Developed Test Set.
The GTZAN Dataset is in AU format, you need install SOX to change it to wav:
https://github.com/JoFrhwld/FAVE/wiki/SoX-on-OS-X
Use Python to write bash file :
filepath = 'to deal path'
file_list = []
for root,dirs,files in os.walk(filepath):
for file in files:
file_list.append(file)
cmds = []
for file in file_list:
newf = file.replace('au','wav')
cmd = 'sox ' + file + ' '+ newf
cmds.append(cmd)
f = open('copy.sh','w')
for cmd in cmds:
f.write(cmd+'\n')
f.close()
Execute it in Terminal
chmod 755 copy.sh
./copy.sh
This iPython notebook contains the code I used to learn and apply.
Results are in my Report