def test_acoustic_njobs(corpus, features, njobs, tmpdir, lang_args):
output_dir = str(tmpdir.mkdir('am-mono'))
flog = os.path.join(output_dir, 'am-mono.log')
log = utils.logger.get_log(flog)
am = acoustic.Monophone(corpus, features, output_dir, lang_args, log)
am.njobs = njobs
am.options['total-gaussians'].value = 10
am.options['num-iterations'].value = 2
am.options['realign-iterations'].value = [1]
try:
am.compute()
except RuntimeError as err:
# dump the log to stdout
sys.stdout.write('####################\n')
sys.stdout.write(open(flog, 'r').read())
# log_inner = os.path.join(
# output_dir, 'recipe/exp/mono/log/align.0.14.log')
# sys.stdout.write(open(log_inner, 'r').read())
sys.stdout.write('####################\n')
raise err
acoustic.check_acoustic_model(output_dir)
assert acoustic.model_type(output_dir) == 'mono'
assert str(am.options['num-iterations']) == '2'
assert_expr_in_log(flog, ' --num-iters 2 ')
assert_no_expr_in_log(flog, 'error')
def am_mono(corpus, features, tmpdir_factory, lang_args):
output_dir = str(tmpdir_factory.mktemp('am_mono'))
flog = os.path.join(output_dir, 'am_mono.log')
log = utils.logger.get_log(flog)
am = acoustic.Monophone(corpus, features, output_dir, lang_args, log=log)
am.options['total-gaussians'].value = 5
am.options['num-iterations'].value = 2
am.options['realign-iterations'].value = [1]
am.compute()
return output_dir
def test_monophone_cmvn_bad(corpus, tmpdir, lang_args):
features_dir = str(tmpdir.mkdir('feats'))
feat = features.Features(corpus, features_dir)
feat.use_pitch = False
feat.use_cmvn = False
feat.delta_order = 0
feat.compute()
output_dir = str(tmpdir.mkdir('am_mono'))
am = acoustic.Monophone(corpus, features_dir, output_dir, lang_args)
with pytest.raises(IOError) as err:
am.check_parameters()
assert 'cmvn' in str(err.value)
def test_monophone_cmvn_good(corpus, features, tmpdir, lang_args):
output_dir = str(tmpdir.mkdir('am_mono'))
am = acoustic.Monophone(corpus, features, output_dir, lang_args)
am.check_parameters()