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Update app.py
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app.py
CHANGED
@@ -12,42 +12,45 @@ LANGUAGE_CODES = {
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"Chinese": "cmn"
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}
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def
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Args:
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audio_file (str): Path to the input audio file.
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target_language (str): The target language for translation.
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Returns:
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str: Path to the translated audio file.
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"""
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language_code = LANGUAGE_CODES[target_language]
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output_file = "translated_audio.wav"
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command = [
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"expressivity_predict",
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audio_file,
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"--tgt_lang", language_code,
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"--model_name", "seamless_expressivity",
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"--vocoder_name", "vocoder_pretssel",
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"--gated-model-dir", "seamlessmodel",
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"--output_path", output_file
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]
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def create_interface():
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"""Create and configure the Gradio interface."""
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inputs = [
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gr.Audio(label="User", sources="microphone", type="filepath", waveform_options=False),
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gr.Dropdown(list(LANGUAGE_CODES.keys()), label="Target Language")
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@@ -56,14 +59,11 @@ def create_interface():
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return gr.Interface(
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fn=translate_speech,
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inputs=inputs,
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outputs=gr.Audio(label="Translated Audio",
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interactive=False,
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autoplay=True,
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elem_classes="audio"),
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title="Seamless Expressive Speech-To-Speech Translator",
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description="Hear how you sound in another language.",
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)
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if
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iface = create_interface()
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iface.launch()
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"Chinese": "cmn"
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}
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def transcribe(audio):
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if audio is None:
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return "No audio input detected. Please record or upload an audio file."
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try:
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text = model.stt_file(audio)[0]
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return text
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except Exception as e:
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return f"Error transcribing audio: {str(e)}"
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def translate_speech(audio_file, target_language):
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if audio_file is None:
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return "No audio input detected. Please record or upload an audio file."
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try:
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language_code = LANGUAGE_CODES[target_language]
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output_file = "translated_audio.wav"
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command = [
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"expressivity_predict",
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audio_file,
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"--tgt_lang", language_code,
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"--model_name", "seamless_expressivity",
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"--vocoder_name", "vocoder_pretssel",
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"--gated-model-dir", "seamlessmodel",
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"--output_path", output_file
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]
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subprocess.run(command, check=True)
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if os.path.exists(output_file):
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print(f"File created successfully: {output_file}")
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return output_file
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else:
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return "Error: Translated audio file not found."
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except Exception as e:
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return f"Error translating speech: {str(e)}"
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def create_interface():
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inputs = [
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gr.Audio(label="User", sources="microphone", type="filepath", waveform_options=False),
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gr.Dropdown(list(LANGUAGE_CODES.keys()), label="Target Language")
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return gr.Interface(
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fn=translate_speech,
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inputs=inputs,
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outputs=gr.Audio(label="Translated Audio", interactive=False, autoplay=True, elem_classes="audio"),
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title="Seamless Expressive Speech-To-Speech Translator",
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description="Hear how you sound in another language.",
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)
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if __name__ == "__main__":
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iface = create_interface()
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iface.launch()
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