def __init__(self,signalA=None,signalB=None):
self.__signalASTFT = get_spec(signalA)
self.__signalBSTFT = get_spec(signalB)
self.__commonSpacePoint = None
self.__commonSpaceVector = None
self.__mixVector = None
self.__IndividSpace = None
def __getTrainSpectrum(self):
self.__spectrum_S1_Train = get_spec(self.__signal_S1_Train)
self.__spectrum_S2_Train = get_spec(self.__signal_S2_Train)
self.__spectrum_Mix_Train = get_spec(self.__signal_Mix_Train)
train_Data = np.column_stack((self.__spectrum_S1_Train,self.__spectrum_S2_Train))
train_Data = np.column_stack((train_Data,self.__spectrum_Mix_Train))
return np.abs(train_Data)
def getTestData(self):
#self.__getTestSignal()
#self.__getTestSpectrum()
self.__spectrum_Mix_Test = get_spec(readSignal(self.__test_Filelist[0]))
testData = np.abs(self.__spectrum_Mix_Test)
return testData,self.__spectrum_Mix_Test
def setSignal(self,signalA=None,signalB=None):
self.__signalASTFT = get_spec(signalA)
self.__signalBSTFT = get_spec(signalB)
self.__commonSpacePoint = None
def setSignal(self,signalA=None,signalB=None):
self.__signalASTFT = get_spec(signalA)
self.__signalBSTFT = get_spec(signalB)
self.__mixVector,self.__IndividVector = None,None
def __init__(self,signalA=None,signalB=None):
self.__signalASTFT = get_spec(signalA)
self.__signalBSTFT = get_spec(signalB)
self.__mixVector = None
self.__IndividVector = None
def __getIndividDict(self):
value = get_spec(self.__signal)
self.__individDict,_ = decompose(np.abs(value), k=SPEECH_RANK)
def __getTestSpectrum(self):
self.__spectrum_Mix_Test = get_spec(self.__signal_Mix_Test)