smses.append(sdr.mse())
hmses.append(hdr.mse())
thsemismses.append(thsemisdr.mse())
thf1mses.append(thf1dr.mse())
thf2mses.append(thf2dr.mse())
thf3mses.append(thf3dr.mse())
ssms.append(sdr.smooth(ods[i]))
hsms.append(hdr.smooth(ods[i]))
thsemissms.append(thsemisdr.smooth(ods[i]))
thf1sms.append(thf1dr.smooth(ods[i]))
thf2sms.append(thf2dr.smooth(ods[i]))
thf3sms.append(thf3dr.smooth(ods[i]))
slrepvs.append(sdr.lrepv(ods[i], 100))
hlrepvs.append(hdr.lrepv(ods[i], 100))
thsemislrepvs.append(thsemisdr.lrepv(ods[i], 100))
thf1lrepvs.append(thf1dr.lrepv(ods[i], 100))
thf2lrepvs.append(thf2dr.lrepv(ods[i], 100))
thf3lrepvs.append(thf3dr.lrepv(ods[i], 100))
snrss = [ssnrs, hsnrs, thsemissnrs, thf1snrs, thf2snrs, thf3snrs]
snrsn = [
'ssnrs', 'hsnrs', 'thsemissnrs', 'thf1snrs', 'thf2snrs', 'thf3snrs'
]
msess = [smses, hmses, thsemismses, thf1mses, thf2mses, thf3mses]
msesn = [
'smses', 'hmses', 'thsemismses', 'thf1mses', 'thf2mses', 'thf3mses'
]
ssms = []
hsms = []
slrepvs = []
hlrepvs = []
tds = [s.createSin(50, 60, 0), s.createPulse(50, 60, 0), s.createSpikes(0)]
for i in range(len(tds)):
sdr = DenoiseRsult(tds[i], spds[i])
hdr = DenoiseRsult(tds[i], hpds[i])
ssnrs.append(sdr.snr())
hsnrs.append(hdr.snr())
smses.append(sdr.mse())
hmses.append(hdr.mse())
ssms.append(sdr.smooth(ods[i]))
hsms.append(hdr.smooth(ods[i]))
slrepvs.append(sdr.lrepv(ods[i], 32))
hlrepvs.append(hdr.lrepv(ods[i], 32))
print('ssnrs = {0}'.format(ssnrs))
print('hsnrs = {0}'.format(hsnrs))
print('smses = {0}'.format(smses))
print('hmses = {0}'.format(hmses))
print()
print('ssms = {0}'.format(ssms))
print('hsms= {0}'.format(hsms))
print('slrepvs = {0}'.format(slrepvs))
print('hlrepvs = {0}'.format(slrepvs))
x = [x for x in range(1000)]
plt.figure()
plt.subplot(3, 2, 1)
plt.plot(x, spds[0])