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Create app.py
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app.py
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import gradio as gr
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from transformers import AutoModelForSpeechSeq2Seq, AutoTokenizer, pipeline
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tokenizer = AutoTokenizer.from_pretrained("MarcNg/fastspeech2-vi-infore")
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model = AutoModelForSpeechSeq2Seq.from_pretrained("MarcNg/fastspeech2-vi-infore")
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tts_pipeline = pipeline("text-to-speech", model=model, tokenizer=tokenizer)
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def text_to_speech(text):
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output = tts_pipeline(text)
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return output["audio"].numpy()
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iface = gr.Interface(
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fn=text_to_speech,
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inputs="text",
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outputs="audio",
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title="Vietnamese Text-to-Speech",
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description="Enter Vietnamese text to convert to speech using FastSpeech 2 model."
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)
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iface.launch()
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