Medix-AI/coqui-tts
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coqui-tts
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Update setup_model for TTS.tts models

This commit is contained in:
Eren Gölge 2021-11-24 18:46:18 +01:00
parent 9b83e665fc
commit bb389479a4
1 changed files with 2 additions and 42 deletions
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44
TTS/tts/models/__init__.py
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@ -1,52 +1,12 @@
from TTS.tts.utils.text.characters import make_symbols, parse_symbols
from TTS.utils.generic_utils import find_module
def setup_model(config, speaker_manager: "SpeakerManager" = None, language_manager: "LanguageManager" = None):
def setup_model(config: "Coqpit") -> "BaseTTS":
print(" > Using model: {}".format(config.model))
# fetch the right model implementation.
if "base_model" in config and config["base_model"] is not None:
MyModel = find_module("TTS.tts.models", config.base_model.lower())
else:
MyModel = find_module("TTS.tts.models", config.model.lower())
# define set of characters used by the model
if config.characters is not None:
# set characters from config
if hasattr(MyModel, "make_symbols"):
symbols = MyModel.make_symbols(config)
else:
symbols, phonemes = make_symbols(**config.characters)
else:
from TTS.tts.utils.text.characters import phonemes, symbols # pylint: disable=import-outside-toplevel
if config.use_phonemes:
symbols = phonemes
# use default characters and assign them to config
config.characters = parse_symbols()
# consider special `blank` character if `add_blank` is set True
num_chars = len(symbols) + getattr(config, "add_blank", False)
config.num_chars = num_chars
# compatibility fix
if "model_params" in config:
config.model_params.num_chars = num_chars
if "model_args" in config:
config.model_args.num_chars = num_chars
if config.model.lower() in ["vits"]: # If model supports multiple languages
model = MyModel(config, speaker_manager=speaker_manager, language_manager=language_manager)
else:
model = MyModel(config, speaker_manager=speaker_manager)
model = MyModel.init_from_config(config)
return model
# TODO; class registery
# def import_models(models_dir, namespace):
# for file in os.listdir(models_dir):
# path = os.path.join(models_dir, file)
# if not file.startswith("_") and not file.startswith(".") and (file.endswith(".py") or os.path.isdir(path)):
# model_name = file[: file.find(".py")] if file.endswith(".py") else file
# importlib.import_module(namespace + "." + model_name)
#
#
## automatically import any Python files in the models/ directory
# models_dir = os.path.dirname(__file__)
# import_models(models_dir, "TTS.tts.models")