mirror of https://github.com/coqui-ai/TTS.git
46 lines
1.7 KiB
Python
46 lines
1.7 KiB
Python
from TTS.tts.utils.text.symbols import make_symbols, parse_symbols
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from TTS.utils.generic_utils import find_module
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def setup_model(config):
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print(" > Using model: {}".format(config.model))
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MyModel = find_module("TTS.tts.models", config.model.lower())
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# define set of characters used by the model
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if config.characters is not None:
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# set characters from config
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if hasattr(MyModel, "make_symbols"):
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symbols = MyModel.make_symbols(config)
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else:
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symbols, phonemes = make_symbols(**config.characters)
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else:
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from TTS.tts.utils.text.symbols import phonemes, symbols # pylint: disable=import-outside-toplevel
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if config.use_phonemes:
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symbols = phonemes
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# use default characters and assign them to config
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config.characters = parse_symbols()
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# consider special `blank` character if `add_blank` is set True
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num_chars = len(symbols) + getattr(config, "add_blank", False)
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config.num_chars = num_chars
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# compatibility fix
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if "model_params" in config:
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config.model_params.num_chars = num_chars
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if "model_args" in config:
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config.model_args.num_chars = num_chars
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model = MyModel(config)
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return model
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# TODO; class registery
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# def import_models(models_dir, namespace):
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# for file in os.listdir(models_dir):
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# path = os.path.join(models_dir, file)
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# if not file.startswith("_") and not file.startswith(".") and (file.endswith(".py") or os.path.isdir(path)):
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# model_name = file[: file.find(".py")] if file.endswith(".py") else file
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# importlib.import_module(namespace + "." + model_name)
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#
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#
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## automatically import any Python files in the models/ directory
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# models_dir = os.path.dirname(__file__)
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# import_models(models_dir, "TTS.tts.models")
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