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@@ -23,7 +23,12 @@ import os
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import inflect
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from tn.chinese.normalizer import Normalizer as ZhNormalizer
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from tn.english.normalizer import Normalizer as EnNormalizer
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-
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+try:
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+ import ttsfrd
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+ use_ttsfrd = True
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+except:
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+ print("failed to import ttsfrd, please normalize input text manually")
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+ use_ttsfrd = False
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from cosyvoice.utils.frontend_utils import contains_chinese, replace_blank, replace_corner_mark, remove_bracket, spell_out_number, split_paragraph
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@@ -50,8 +55,17 @@ class CosyVoiceFrontEnd:
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self.instruct = instruct
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self.allowed_special = allowed_special
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self.inflect_parser = inflect.engine()
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- self.zh_tn_model = ZhNormalizer(remove_erhua=False,full_to_half=False)
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- self.en_tn_model = EnNormalizer()
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+ self.use_ttsfrd = use_ttsfrd
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+ if self.use_ttsfrd:
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+ self.frd = ttsfrd.TtsFrontendEngine()
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+ ROOT_DIR = os.path.dirname(os.path.abspath(__file__))
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+ assert self.frd.initialize('{}/../../pretrained_models/CosyVoice-ttsfrd/resource'.format(ROOT_DIR)) is True, 'failed to initialize ttsfrd resource'
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+ self.frd.set_lang_type('pinyin')
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+ self.frd.enable_pinyin_mix(True)
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+ self.frd.set_breakmodel_index(1)
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+ else:
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+ self.zh_tn_model = ZhNormalizer(remove_erhua=False,full_to_half=False)
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+ self.en_tn_model = EnNormalizer()
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def _extract_text_token(self, text):
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text_token = self.tokenizer.encode(text, allowed_special=self.allowed_special)
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@@ -86,7 +100,10 @@ class CosyVoiceFrontEnd:
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def text_normalize(self, text, split=True):
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text = text.strip()
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if contains_chinese(text):
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- text = self.zh_tn_model.normalize(text)
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+ if self.use_ttsfrd:
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+ text = self.frd.get_frd_extra_info(text, 'input')
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+ else:
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+ text = self.zh_tn_model.normalize(text)
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text = text.replace("\n", "")
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text = replace_blank(text)
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text = replace_corner_mark(text)
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