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test_commandline_align.py
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test_commandline_align.py
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import os
import sys
import pytest
from praatio import textgrid as tgio
from montreal_forced_aligner.alignment.pretrained import PretrainedAligner
from montreal_forced_aligner.command_line.align import run_align_corpus
from montreal_forced_aligner.command_line.mfa import parser
def assert_export_exist(old_directory, new_directory):
for root, dirs, files in os.walk(old_directory):
new_root = root.replace(old_directory, new_directory)
for d in dirs:
assert os.path.exists(os.path.join(new_root, d))
for f in files:
if not f.endswith(".wav"):
continue
new_f = f.replace(".wav", ".TextGrid")
assert os.path.exists(os.path.join(new_root, new_f))
def test_align_arguments(
basic_corpus_dir,
generated_dir,
english_dictionary,
temp_dir,
english_acoustic_model,
):
command = [
"align",
basic_corpus_dir,
english_dictionary,
"english_us_arpa",
os.path.join(generated_dir, "basic_output"),
"-t",
temp_dir,
"-q",
"--clean",
"--debug",
"--uses_speaker_adaptation",
"False",
]
args, unknown_args = parser.parse_known_args(command)
params = PretrainedAligner.parse_parameters(args=args, unknown_args=unknown_args)
assert not params["uses_speaker_adaptation"]
# @pytest.mark.skip(reason='Optimization')
def test_align_basic(
basic_corpus_dir,
generated_dir,
english_dictionary,
temp_dir,
basic_align_config_path,
english_acoustic_model,
):
output_directory = os.path.join(generated_dir, "basic_align_output")
command = [
"align",
basic_corpus_dir,
english_dictionary,
english_acoustic_model,
output_directory,
"-t",
temp_dir,
"--config_path",
basic_align_config_path,
"-q",
"--clean",
"--debug",
]
args, unknown = parser.parse_known_args(command)
run_align_corpus(args, unknown)
assert os.path.exists(output_directory)
output_paths = [
os.path.join(output_directory, "michael", "acoustic corpus.TextGrid"),
os.path.join(output_directory, "michael", "acoustic_corpus.TextGrid"),
os.path.join(output_directory, "sickmichael", "cold corpus.TextGrid"),
os.path.join(output_directory, "sickmichael", "cold_corpus.TextGrid"),
os.path.join(output_directory, "sickmichael", "cold corpus3.TextGrid"),
os.path.join(output_directory, "sickmichael", "cold_corpus3.TextGrid"),
]
for path in output_paths:
assert os.path.exists(path)
def test_align_multilingual(
multilingual_ipa_corpus_dir,
english_uk_mfa_dictionary,
generated_dir,
temp_dir,
basic_align_config_path,
english_mfa_acoustic_model,
):
command = [
"align",
multilingual_ipa_corpus_dir,
english_uk_mfa_dictionary,
english_mfa_acoustic_model,
os.path.join(generated_dir, "multilingual"),
"-t",
temp_dir,
"--config_path",
basic_align_config_path,
"-q",
"--clean",
"--debug",
"--output_format",
"short_textgrid",
]
args, unknown = parser.parse_known_args(command)
run_align_corpus(args, unknown)
def test_align_multilingual_speaker_dict(
multilingual_ipa_corpus_dir,
mfa_speaker_dict_path,
generated_dir,
temp_dir,
basic_align_config_path,
english_mfa_acoustic_model,
):
command = [
"align",
multilingual_ipa_corpus_dir,
mfa_speaker_dict_path,
english_mfa_acoustic_model,
os.path.join(generated_dir, "multilingual_speaker_dict"),
"-t",
temp_dir,
"--config_path",
basic_align_config_path,
"-q",
"--clean",
"--debug",
"--output_format",
"json",
]
args, unknown = parser.parse_known_args(command)
run_align_corpus(args, unknown)
def test_align_multilingual_tg_speaker_dict(
multilingual_ipa_tg_corpus_dir,
mfa_speaker_dict_path,
generated_dir,
temp_dir,
basic_align_config_path,
english_mfa_acoustic_model,
):
command = [
"align",
multilingual_ipa_tg_corpus_dir,
mfa_speaker_dict_path,
english_mfa_acoustic_model,
os.path.join(generated_dir, "multilingual_speaker_dict_tg"),
"-t",
temp_dir,
"--config_path",
basic_align_config_path,
"-q",
"--clean",
"--debug",
"--include_original_text",
]
args, unknown = parser.parse_known_args(command)
run_align_corpus(args, unknown)
def test_align_evaluation(
basic_corpus_dir,
english_us_mfa_dictionary,
generated_dir,
temp_dir,
basic_align_config_path,
english_mfa_acoustic_model,
basic_reference_dir,
eval_mapping_path,
):
command = [
"align",
basic_corpus_dir,
english_us_mfa_dictionary,
english_mfa_acoustic_model,
os.path.join(generated_dir, "align_eval_output"),
"-t",
temp_dir,
"--config_path",
basic_align_config_path,
"-q",
"--clean",
"--debug",
"--reference_directory",
basic_reference_dir,
"--custom_mapping_path",
eval_mapping_path,
]
args, unknown = parser.parse_known_args(command)
run_align_corpus(args, unknown)
def test_align_split(
basic_split_dir,
english_us_mfa_dictionary,
generated_dir,
temp_dir,
basic_align_config_path,
english_acoustic_model,
english_mfa_acoustic_model,
):
audio_dir, text_dir = basic_split_dir
command = [
"align",
text_dir,
english_us_mfa_dictionary,
english_mfa_acoustic_model,
os.path.join(generated_dir, "multilingual"),
"-t",
temp_dir,
"--config_path",
basic_align_config_path,
"-q",
"--clean",
"--debug",
"--audio_directory",
audio_dir,
]
args, unknown = parser.parse_known_args(command)
run_align_corpus(args, unknown)
def test_align_stereo(
stereo_corpus_dir,
generated_dir,
english_dictionary,
temp_dir,
basic_align_config_path,
english_acoustic_model,
):
output_dir = os.path.join(generated_dir, "stereo_output")
command = [
"align",
stereo_corpus_dir,
english_dictionary,
english_acoustic_model,
output_dir,
"-t",
temp_dir,
"--config_path",
basic_align_config_path,
"-q",
"--clean",
"--debug",
]
args, unknown = parser.parse_known_args(command)
run_align_corpus(args, unknown)
tg = tgio.openTextgrid(
os.path.join(output_dir, "michaelandsickmichael.TextGrid"), includeEmptyIntervals=False
)
assert len(tg.tierNameList) == 4
def test_align_mp3s(
mp3_corpus_dir,
generated_dir,
english_dictionary,
temp_dir,
basic_align_config_path,
english_acoustic_model,
):
output_dir = os.path.join(generated_dir, "mp3_output")
command = [
"align",
mp3_corpus_dir,
english_dictionary,
english_acoustic_model,
output_dir,
"-t",
temp_dir,
"--config_path",
basic_align_config_path,
"-q",
"--clean",
"--debug",
]
args, unknown = parser.parse_known_args(command)
run_align_corpus(args, unknown)
tg = tgio.openTextgrid(
os.path.join(output_dir, "common_voice_en_22058267.TextGrid"), includeEmptyIntervals=False
)
assert len(tg.tierNameList) == 2
def test_align_opus(
opus_corpus_dir,
generated_dir,
english_dictionary,
temp_dir,
basic_align_config_path,
english_acoustic_model,
):
output_dir = os.path.join(generated_dir, "opus_output")
command = [
"align",
opus_corpus_dir,
english_dictionary,
english_acoustic_model,
output_dir,
"-t",
temp_dir,
"--config_path",
basic_align_config_path,
"-q",
"--clean",
"--debug",
]
args, unknown = parser.parse_known_args(command)
run_align_corpus(args, unknown)
tg = tgio.openTextgrid(
os.path.join(output_dir, "13697_11991_000000.TextGrid"), includeEmptyIntervals=False
)
assert len(tg.tierNameList) == 2
def test_swedish_cv(
swedish_dir,
generated_dir,
swedish_cv_dictionary,
temp_dir,
basic_align_config_path,
swedish_cv_acoustic_model,
):
output_dir = os.path.join(generated_dir, "swedish_cv_output")
command = [
"align",
swedish_dir,
swedish_cv_dictionary,
swedish_cv_acoustic_model,
output_dir,
"-t",
temp_dir,
"--config_path",
basic_align_config_path,
"-q",
"--clean",
"--debug",
]
args, unknown = parser.parse_known_args(command)
run_align_corpus(args, unknown)
output_speaker_dir = os.path.join(output_dir, "se10x016")
assert os.path.exists(output_speaker_dir)
for file in [
"se10x016-08071999-1334_u0016001",
"se10x016-08071999-1334_u0016002",
"se10x016-08071999-1334_u0016003",
"se10x016-08071999-1334_u0016004",
]:
tg_path = os.path.join(output_speaker_dir, file + ".TextGrid")
assert os.path.exists(tg_path)
tg = tgio.openTextgrid(tg_path, includeEmptyIntervals=False)
assert len(tg.tierNameList) == 2
def test_swedish_mfa(
swedish_dir,
generated_dir,
swedish_cv_dictionary,
temp_dir,
basic_align_config_path,
swedish_cv_acoustic_model,
):
output_dir = os.path.join(generated_dir, "swedish_mfa_output")
command = [
"align",
swedish_dir,
swedish_cv_dictionary,
swedish_cv_acoustic_model,
output_dir,
"-t",
temp_dir,
"--config_path",
basic_align_config_path,
"-q",
"--clean",
"--debug",
]
args, unknown = parser.parse_known_args(command)
run_align_corpus(args, unknown)
output_speaker_dir = os.path.join(output_dir, "se10x016")
assert os.path.exists(output_speaker_dir)
for file in [
"se10x016-08071999-1334_u0016001",
"se10x016-08071999-1334_u0016002",
"se10x016-08071999-1334_u0016003",
"se10x016-08071999-1334_u0016004",
]:
tg_path = os.path.join(output_speaker_dir, file + ".TextGrid")
assert os.path.exists(tg_path)
tg = tgio.openTextgrid(tg_path, includeEmptyIntervals=False)
assert len(tg.tierNameList) == 2
def test_acoustic_g2p_model(
basic_corpus_dir,
acoustic_model_dir,
dict_dir,
generated_dir,
temp_dir,
basic_align_config_path,
):
if sys.platform == "win32":
pytest.skip("G2P not enabled")
model_path = os.path.join(acoustic_model_dir, "acoustic_g2p_output_model.zip")
dict_path = os.path.join(dict_dir, "acoustic_g2p_dictionary.yaml")
output_directory = os.path.join(generated_dir, "acoustic_g2p_output")
command = [
"align",
basic_corpus_dir,
dict_path,
model_path,
output_directory,
"-t",
temp_dir,
"--config_path",
basic_align_config_path,
"--clean",
"--debug",
]
args, unknown = parser.parse_known_args(command)
run_align_corpus(args, unknown)
assert os.path.exists(output_directory)
output_paths = [
os.path.join(output_directory, "michael", "acoustic corpus.TextGrid"),
os.path.join(output_directory, "michael", "acoustic_corpus.TextGrid"),
os.path.join(output_directory, "sickmichael", "cold corpus.TextGrid"),
os.path.join(output_directory, "sickmichael", "cold_corpus.TextGrid"),
os.path.join(output_directory, "sickmichael", "cold corpus3.TextGrid"),
os.path.join(output_directory, "sickmichael", "cold_corpus3.TextGrid"),
]
for path in output_paths:
assert os.path.exists(path)