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# Fastspeech
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Paddle fluid implementation of Fastspeech, a feed-forward network based on Transformer. The implementation is based on [FastSpeech: Fast, Robust and Controllable Text to Speech](https://arxiv.org/abs/1905.09263).
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PaddlePaddle fluid implementation of Fastspeech, a feed-forward network based on Transformer. The implementation is based on [FastSpeech: Fast, Robust and Controllable Text to Speech](https://arxiv.org/abs/1905.09263).
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## Dataset
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@ -67,12 +67,12 @@ def main(args):
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with dg.guard(place):
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with fluid.unique_name.guard():
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transformerTTS = TransformerTTS(cfg)
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transformer_tts = TransformerTTS(cfg)
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model_dict, _ = load_checkpoint(
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str(args.transformer_step),
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os.path.join(args.transtts_path, "transformer"))
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transformerTTS.set_dict(model_dict)
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transformerTTS.eval()
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transformer_tts.set_dict(model_dict)
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transformer_tts.eval()
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model = FastSpeech(cfg)
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model.train()
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mel_lens, enc_slf_mask, enc_query_mask, dec_slf_mask,
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enc_dec_mask, dec_query_slf_mask, dec_query_mask) = data
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_, _, attn_probs, _, _, _ = transformerTTS(
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_, _, attn_probs, _, _, _ = transformer_tts(
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character,
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mel_input,
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pos_text,
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# TransformerTTS
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PaddlePaddle fluid implementation of TransformerTTS, a neural TTS with Transformer. The implementation is based on [Neural Speech Synthesis with Transformer Network](https://arxiv.org/abs/1809.08895).
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PaddlePaddle fluid implementation of TransformerTTS, a neural TTS model with Transformer. The implementation is based on [Neural Speech Synthesis with Transformer Network](https://arxiv.org/abs/1809.08895).
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## Dataset
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