pyaudio_features.py

'''
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This will featurize folders of audio files if the default_audio_features = ['pyaudio_features']

Extract 170 pyaudioanalysis features
https://github.com/tyiannak/pyAudioAnalysis
'''
import os,json, shutil
import numpy as np

def stats(matrix):
    mean=np.mean(matrix)
    std=np.std(matrix)
    maxv=np.amax(matrix)
    minv=np.amin(matrix)
    median=np.median(matrix)
    output=np.array([mean,std,maxv,minv,median])
    return output

def pyaudio_featurize(file, basedir):
    # use pyaudioanalysis library to export features
    # exported as file[0:-4].json 
    curdir=os.getcwd()
    shutil.copy(curdir+'/'+file, basedir+'/helpers/'+file)
    os.chdir(basedir+'/helpers/')
    os.system('python3 %s/helpers/pyaudio_help.py %s'%(basedir, file))
    jsonfile=file[0:-4]+'.json'
    g=json.load(open(jsonfile))
    features=g['features']
    labels=g['labels']
    os.remove(jsonfile)
    os.chdir(curdir)
    
    return features, labels