Update app.py
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app.py
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from transformers import pipeline
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tts = pipeline("text-to-speech", model=model_name)
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import gradio as gr
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from transformers import pipeline
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from huggingface_hub import list_models
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import langcodes
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# Tự động lấy danh sách tất cả mô hình MMS-TTS
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all_models = list_models(filter="facebook/mms-tts", full=True)
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lang_map = {}
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for model in all_models:
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repo = model.modelId # ví dụ: facebook/mms-tts-kaz
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code = repo.split("-")[-1]
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try:
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name = langcodes.Language.make(language=code).display_name().title()
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except:
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name = code.upper()
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lang_map[name] = code
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def tts_fn(text, language):
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code = lang_map.get(language)
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if not code:
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return "Unsupported language", None
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model_id = f"facebook/mms-tts-{code}"
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try:
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tts = pipeline("text-to-speech", model=model_id)
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out = tts(text)
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return f"✅ Model: {model_id}", (out["audio"], "output.wav")
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except Exception as e:
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return f"❌ Error: {str(e)}", None
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with gr.Blocks() as demo:
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gr.Markdown("# 🌐 MMS-TTS: 1100+ Languages (No ISO Code Needed)")
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with gr.Row():
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language = gr.Dropdown(choices=sorted(lang_map.keys()), label="Choose a language")
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text = gr.Textbox(label="Enter your text", placeholder="Type something here...")
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with gr.Row():
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btn = gr.Button("Speak")
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with gr.Row():
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out_text = gr.Textbox(label="Info")
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out_audio = gr.Audio(label="Audio", type="filepath")
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btn.click(fn=tts_fn, inputs=[text, language], outputs=[out_text, out_audio])
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demo.launch()
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