def test_basic(basic_dict_path, basic_corpus_dir, generated_dir, default_feature_config):
dictionary = Dictionary(basic_dict_path, os.path.join(generated_dir, 'basic'))
dictionary.write()
output_directory = os.path.join(generated_dir, 'basic')
c = AlignableCorpus(basic_corpus_dir, output_directory)
c.initialize_corpus(dictionary)
default_feature_config.generate_features(c)
assert c.get_feat_dim(default_feature_config) == 39
def test_stereo(basic_dict_path, stereo_corpus_dir, temp_dir, default_feature_config):
temp = os.path.join(temp_dir, 'stereo')
dictionary = Dictionary(basic_dict_path, os.path.join(temp, 'basic'))
dictionary.write()
d = AlignableCorpus(stereo_corpus_dir, temp)
d.initialize_corpus(dictionary)
default_feature_config.generate_features(d)
assert d.get_feat_dim(default_feature_config) == 39
def test_basic_txt(basic_corpus_txt_dir, basic_dict_path, generated_dir, default_feature_config):
dictionary = Dictionary(basic_dict_path, os.path.join(generated_dir, 'basic'))
dictionary.write()
output_directory = os.path.join(generated_dir, 'basic')
c = AlignableCorpus(basic_corpus_txt_dir, output_directory)
assert len(c.no_transcription_files) == 0
c.initialize_corpus(dictionary)
default_feature_config.generate_features(c)
assert c.get_feat_dim(default_feature_config) == 39
def test_subset(large_prosodylab_format_directory, temp_dir, large_dataset_dictionary, default_feature_config):
output_directory = os.path.join(temp_dir, 'large_subset')
shutil.rmtree(output_directory, ignore_errors=True)
d = Dictionary(large_dataset_dictionary, output_directory)
d.write()
c = AlignableCorpus(large_prosodylab_format_directory, output_directory)
c.initialize_corpus(d)
sd = c.split_directory()
default_feature_config.generate_features(c)
s = c.subset_directory(10, default_feature_config)
assert os.path.exists(sd)
assert os.path.exists(s)
def test_short_segments(basic_dict_path, shortsegments_corpus_dir, temp_dir, default_feature_config):
temp = os.path.join(temp_dir, 'short_segments')
dictionary = Dictionary(basic_dict_path, temp)
dictionary.write()
corpus = AlignableCorpus(shortsegments_corpus_dir, temp)
corpus.initialize_corpus(dictionary)
default_feature_config.generate_features(corpus)
assert len(corpus.feat_mapping.keys()) == 2
assert len(corpus.utt_speak_mapping.keys()) == 3
assert len(corpus.speak_utt_mapping.keys()) == 1
assert len(corpus.text_mapping.keys()) == 3
assert len(corpus.utt_wav_mapping.keys()) == 1
assert len(corpus.segments.keys()) == 3
assert len(corpus.ignored_utterances) == 1
def test_weird_words(weird_words_dir, temp_dir, sick_dict_path):
output_directory = os.path.join(temp_dir, 'weird_words')
shutil.rmtree(output_directory, ignore_errors=True)
d = Dictionary(sick_dict_path, output_directory)
assert 'i’m' not in d.words
assert '’m' not in d.words
assert d.words["i'm"][0]['pronunciation'] == ('ay', 'm', 'ih')
assert d.words["i'm"][1]['pronunciation'] == ('ay', 'm')
assert d.words["'m"][0]['pronunciation'] == ('m',)
d.write()
c = AlignableCorpus(weird_words_dir, output_directory, use_mp=False)
c.initialize_corpus(d)
print(c.utterance_oovs['weird_words'])
assert c.utterance_oovs['weird_words'] == ['ajfish', 'asds-asda', 'sdasd']
def test_speaker_groupings(large_prosodylab_format_directory, temp_dir,
large_dataset_dictionary, default_feature_config):
output_directory = os.path.join(temp_dir, 'large')
shutil.rmtree(output_directory, ignore_errors=True)
d = Dictionary(large_dataset_dictionary, output_directory)
d.write()
c = AlignableCorpus(large_prosodylab_format_directory, output_directory)
c.initialize_corpus(d)
default_feature_config.generate_features(c)
speakers = os.listdir(large_prosodylab_format_directory)
for s in speakers:
assert any(s in x for x in c.speaker_groups)
for root, dirs, files in os.walk(large_prosodylab_format_directory):
for f in files:
name, ext = os.path.splitext(f)
assert any(name in x for x in c.groups)
for root, dirs, files in os.walk(large_prosodylab_format_directory):
for f in files:
name, ext = os.path.splitext(f)
assert any(name in x for x in c.feat_mapping)
shutil.rmtree(output_directory, ignore_errors=True)
d.write()
c = AlignableCorpus(large_prosodylab_format_directory,
output_directory,
num_jobs=2)
c.initialize_corpus(d)
default_feature_config.generate_features(c)
for s in speakers:
assert any(s in x for x in c.speaker_groups)
for root, dirs, files in os.walk(large_prosodylab_format_directory):
for f in files:
name, ext = os.path.splitext(f)
assert any(name in x for x in c.groups)
for root, dirs, files in os.walk(large_prosodylab_format_directory):
for f in files:
name, ext = os.path.splitext(f)
assert any(name in x for x in c.feat_mapping)
def test_extra(sick_dict, extra_corpus_dir, generated_dir):
output_directory = os.path.join(generated_dir, 'extra')
corpus = AlignableCorpus(extra_corpus_dir, output_directory, num_jobs=2)
corpus.initialize_corpus(sick_dict)