def testMix(self):
acmodel1 = AcModel()
hmm1 = HMM()
hmm1.create_proto( 25 )
hmm1.name = "y"
acmodel1.append_hmm( hmm1 )
acmodel1.repllist.add("y","j")
acmodel2 = AcModel()
hmm2 = HMM()
hmm2.create_proto( 25 )
hmm2.name = "j"
hmm3 = HMM()
hmm3.create_proto( 25 )
hmm3.name = "y"
acmodel2.hmms.append( hmm2 )
acmodel2.hmms.append( hmm3 )
acmodel2.repllist.add("y","y")
acmodel2.repllist.add("j","j")
modelmixer = ModelMixer()
modelmixer.set_models( acmodel1,acmodel2 )
outputdir = os.path.join(MODELDIR, "models-test")
modelmixer.mix( outputdir, gamma=1. )
mixedh1 = AcModel()
mixedh1.load( outputdir )
shutil.rmtree( outputdir )
def testMixData(self):
modelmixer = ModelMixer()
modelmixer.load(self._modelL2dir, self._modelL1dir )
outputdir = os.path.join(MODELDIR, "models-eng-fra")
modelmixer.mix( outputdir, gamma=0.5 )
self.assertTrue( os.path.exists( outputdir ) )
acmodel1 = AcModel()
acmodel1.load_htk( os.path.join(self._modelL2dir, "hmmdefs") )
acmodel1 = acmodel1.extract_monophones()
acmodel2 = AcModel()
acmodel2.load_htk( os.path.join(os.path.join(MODELDIR, "models-eng-fra"), "hmmdefs") )
shutil.rmtree( outputdir )