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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 outetts.v0_1.interface import InterfaceHF
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interface = InterfaceHF("OuteAI/OuteTTS-0.1-350M")
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def generate_tts(text, temperature, repetition_penalty, reference_audio, reference_text):
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if reference_audio and reference_text:
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speaker = interface.create_speaker(reference_audio, reference_text)
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else:
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speaker = None
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output = interface.generate(
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text=text,
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speaker=speaker,
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temperature=temperature,
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repetition_penalty=repetition_penalty
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)
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output.save("output.wav")
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return "output.wav"
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with gr.Blocks() as demo:
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gr.Markdown("# OuteTTS-0.1-350M Text-to-Speech Demo")
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with gr.Row():
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with gr.Column():
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text_input = gr.Textbox(label="Text to Synthesize", placeholder="Enter text here...")
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temperature = gr.Slider(0.1, 1.0, value=0.1, label="Temperature")
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repetition_penalty = gr.Slider(0.5, 2.0, value=1.1, label="Repetition Penalty")
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gr.Markdown("""
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**Note**: For voice cloning, both a reference audio file and its corresponding transcription must be provided.
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If either the audio file or transcription is missing, the model will generate audio with random characteristics.""")
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reference_audio = gr.Audio(label="Reference Audio (for voice cloning)", type="filepath")
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reference_text = gr.Textbox(label="Reference Transcription Text (matching the audio)", placeholder="Enter reference text here if using voice cloning")
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submit_button = gr.Button("Generate Speech")
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with gr.Column():
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audio_output = gr.Audio(label="Generated Audio", type="filepath")
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submit_button.click(
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fn=generate_tts,
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inputs=[text_input, temperature, repetition_penalty, reference_audio, reference_text],
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outputs=audio_output
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)
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demo.launch()
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