TTS/tests/zoo_tests/test_models.py

49 lines
2.1 KiB
Python

#!/usr/bin/env python3`
import glob
import os
import shutil
from tests import get_tests_output_path, run_cli
from TTS.tts.utils.speakers import SpeakerManager
from TTS.utils.generic_utils import get_user_data_dir
from TTS.utils.manage import ModelManager
def test_run_all_models():
"""Check if all the models are downloadable and tts models run correctly."""
print(" > Run synthesizer with all the models.")
download_dir = get_user_data_dir("tts")
output_path = os.path.join(get_tests_output_path(), "output.wav")
manager = ModelManager(output_prefix=get_tests_output_path())
model_names = manager.list_models()
for model_name in model_names:
model_path, _, _ = manager.download_model(model_name)
if "tts_models" in model_name:
local_download_dir = os.path.dirname(model_path)
# download and run the model
speaker_files = glob.glob(local_download_dir + "/speaker*")
if len(speaker_files) > 0:
# multi-speaker model
if "speaker_ids" in speaker_files[0]:
speaker_manager = SpeakerManager(speaker_id_file_path=speaker_files[0])
elif "speakers" in speaker_files[0]:
speaker_manager = SpeakerManager(d_vectors_file_path=speaker_files[0])
speaker_id = list(speaker_manager.speaker_ids.keys())[0]
run_cli(
f"tts --model_name {model_name} "
f'--text "This is an example." --out_path "{output_path}" --speaker_idx "{speaker_id}"'
)
else:
# single-speaker model
run_cli(f"tts --model_name {model_name} " f'--text "This is an example." --out_path "{output_path}"')
# remove downloaded models
shutil.rmtree(download_dir)
else:
# only download the model
manager.download_model(model_name)
print(f" | > OK: {model_name}")
folders = glob.glob(os.path.join(manager.output_prefix, "*"))
assert len(folders) == len(model_names)
shutil.rmtree(manager.output_prefix)