def feats_to_audio_test(in_feats,filename, fs=config.fs, mode=config.comp_mode):
harm = in_feats[:,:60]
ap = in_feats[:,60:-2]
f0 = in_feats[:,-2:]
f0[:,0] = f0[:,0]-69
f0[:,0] = f0[:,0]/12
f0[:,0] = 2**f0[:,0]
f0[:,0] = f0[:,0]*440
f0 = f0[:,0]*(1-f0[:,1])
if mode == 'mfsc':
harm = mfsc_to_mgc(harm)
ap = mfsc_to_mgc(ap)
harm = mgc_to_sp(harm, 1025, 0.45)
ap = mgc_to_sp(ap, 1025, 0.45)
harm = 10**(harm/10)
ap = 10**(ap/20)
y=pw.synthesize(f0.astype('double'),harm.astype('double'),ap.astype('double'),fs,config.hoptime)
sf.write('./medley_resynth_test/'+filename+'.wav',y,fs)
def feats_to_audio(in_feats,filename, fs=config.fs, mode=config.comp_mode):
harm = in_feats[:,:60]
ap = in_feats[:,60:-2]
f0 = in_feats[:,-2:]
# f0[:,0] = f0[:,0]-69
# f0[:,0] = f0[:,0]/12
# f0[:,0] = 2**f0[:,0]
# f0[:,0] = f0[:,0]*440
f0[:,0] = f0_to_hertz(f0[:,0])
f0 = f0[:,0]*(1-f0[:,1])
if mode == 'mfsc':
harm = mfsc_to_mgc(harm)
ap = mfsc_to_mgc(ap)
harm = mgc_to_sp(harm, 1025, 0.45)
ap = mgc_to_sp(ap, 1025, 0.45)
harm = 10**(harm/10)
ap = 10**(ap/20)
y=pw.synthesize(f0.astype('double'),harm.astype('double'),ap.astype('double'),fs,config.hoptime*1000)
sf.write(config.val_dir+filename+'.wav',y,int(fs))
