(sys.argv[0]))
try:
opts, args = getopt.getopt(sys.argv[1:], "hl:", ["help", "lda="])
except getopt.GetoptError:
usage()
sys.exit(2)
if len(args) < 2:
usage()
sys.exit(2)
ldafn = None
for o, a in opts:
if o in ('-h', '--help'):
usage()
sys.exit()
if o in ('-l', '--lda'):
ldafn = a
mlltfn = args[0]
accumdirs = args[1:]
gauden = s3gaucnt.accumdirs_full(accumdirs)
m = MLLTModel(gauden)
mllt = m.train()
if ldafn != None:
# Compose this with the LDA transform if given
lda = s3lda.open(ldafn)[0]
ldadim = mllt.shape[1]
ldamllt = dot(mllt, lda[0:ldadim])
s3lda.open(mlltfn, 'w').writeall(ldamllt[newaxis, :])
else:
s3lda.open(mlltfn, 'w').writeall(mllt[newaxis, :])
sys.argv[0])
try:
opts, args = getopt.getopt(sys.argv[1:], "h", ["help"])
except getopt.GetoptError:
usage()
sys.exit(2)
if len(args) < 3:
usage()
sys.exit(2)
ldafn = None
for o, a in opts:
if o in ('-h', '--help'):
usage()
sys.exit()
outmean = 'means.cmllr'
outvar = 'variances.cmllr'
inmean = s3gau.open(args[0])
invar = s3gau.open(args[1])
mdef = s3mdef.open(args[2])
accumdirs = args[3:]
stats = s3gaucnt.accumdirs_full(accumdirs)
Ws = estimate_cmllr(stats, inmean, invar, mdef)
write_mllr(open("cmllr_matrix", "w"), Ws)
Wp = solve_transform(Ws)
param = solve_mllr(Wp, inmean, invar, mdef)
om = s3gau.open(outmean, "wb")
om.writeall(param[0])
om = s3gau.open(outvar, "wb")
om.writeall(param[1])
sys.stderr.write("Usage: %s [-l INFILE] OUTFILE ACCUMDIRS...\n" % (sys.argv[0]))
try:
opts, args = getopt.getopt(sys.argv[1:], "hl:", ["help", "lda="])
except getopt.GetoptError:
usage()
sys.exit(2)
if len(args) < 2:
usage()
sys.exit(2)
ldafn = None
for o, a in opts:
if o in ('-h', '--help'):
usage()
sys.exit()
if o in ('-l', '--lda'):
ldafn = a
mlltfn = args[0]
accumdirs = args[1:]
gauden = s3gaucnt.accumdirs_full(accumdirs)
m = MLLTModel(gauden)
mllt = m.train()
if ldafn != None:
# Compose this with the LDA transform if given
lda = s3lda.open(ldafn)[0]
ldadim = mllt.shape[1]
ldamllt = dot(mllt, lda[0:ldadim])
s3lda.open(mlltfn, 'w').writeall(ldamllt[newaxis,:])
else:
s3lda.open(mlltfn, 'w').writeall(mllt[newaxis,:])
sys.stderr.write("Usage: %s INMEAN INVAR MDEF ACCUMDIRS...\n" % sys.argv[0])
try:
opts, args = getopt.getopt(sys.argv[1:], "h", ["help"])
except getopt.GetoptError:
usage()
sys.exit(2)
if len(args) < 3:
usage()
sys.exit(2)
ldafn = None
for o, a in opts:
if o in ("-h", "--help"):
usage()
sys.exit()
outmean = "means.cmllr"
outvar = "variances.cmllr"
inmean = s3gau.open(args[0])
invar = s3gau.open(args[1])
mdef = s3mdef.open(args[2])
accumdirs = args[3:]
stats = s3gaucnt.accumdirs_full(accumdirs)
Ws = estimate_cmllr(stats, inmean, invar, mdef)
write_mllr(open("cmllr_matrix", "w"), Ws)
Wp = solve_transform(Ws)
param = solve_mllr(Wp, inmean, invar, mdef)
om = s3gau.open(outmean, "wb")
om.writeall(param[0])
om = s3gau.open(outvar, "wb")
om.writeall(param[1])
