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https://github.com/snicolast/ComfyUI-IndexTTS2.git
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Feat: Warn if input text contains UNK tokens (original repo)
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@@ -493,6 +493,12 @@ class IndexTTS2:
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text_tokens_list = self.tokenizer.tokenize(text)
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segments = self.tokenizer.split_segments(text_tokens_list, max_text_tokens_per_segment)
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segments_count = len(segments)
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text_token_ids = self.tokenizer.convert_tokens_to_ids(text_tokens_list)
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if self.tokenizer.unk_token_id in text_token_ids:
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print(f">> Warning: input text contains {text_token_ids.count(self.tokenizer.unk_token_id)} unknown tokens (id={self.tokenizer.unk_token_id}):")
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print(f" Tokens which can't be decoded: {[token for token, token_id in zip(text_tokens_list, text_token_ids) if token_id == self.tokenizer.unk_token_id]}")
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print(" Consider updating the BPE model or modifying the text to avoid unknown tokens.")
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if verbose:
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print("text_tokens_list:", text_tokens_list)
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print("segments count:", segments_count)
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@@ -810,3 +816,4 @@ if __name__ == "__main__":
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tts = IndexTTS2(cfg_path="checkpoints/config.yaml", model_dir="checkpoints", use_cuda_kernel=False)
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tts.infer(spk_audio_prompt=prompt_wav, text=text, output_path="gen.wav", verbose=True)
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