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Update app.py
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app.py
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@@ -1,18 +1,47 @@
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import gradio as gr
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from parrot import Parrot
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# Create a Parrot instance
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parrot = Parrot(model_tag="turing", use_gpu=False)
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# Call the Parrot instance to paraphrase the input text
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result = parrot.predict([text])
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return result[0]['translation_text']
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# Create a Gradio interface
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interface = gr.Interface(
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fn=paraphrase_text,
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inputs=
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outputs=gr.outputs.Textbox(label="Paraphrased text:"),
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title="Parrot - Text Paraphrasing",
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description="Enter a text to paraphrase using Parrot.",
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@@ -21,3 +50,10 @@ interface = gr.Interface(
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# Launch the interface
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interface.launch()
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import gradio as gr
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from parrot import Parrot
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from gtts import gTTS
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from IPython.display import Audio
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import os
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# Create a Parrot instance
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parrot = Parrot(model_tag="turing", use_gpu=False)
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# Supported languages for paraphrasing
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languages = {
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"English": "en",
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"French": "fr",
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"Spanish": "es",
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"German": "de"
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}
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# Supported models for paraphrasing
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models = {
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"Turing": "turing",
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"Pegasus": "pegasus"
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}
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def paraphrase_text(text, language, model, level):
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# Call the Parrot instance to paraphrase the input text
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result = parrot.predict([text], model_tag=model, context_length=level, src_lang=language, dest_lang=language)
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return result[0]['translation_text']
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def speak_paraphrased_text(text, language):
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# Use gTTS to generate an audio file of the paraphrased text and play it
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tts = gTTS(text=text, lang=language)
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tts.save("paraphrased_text.mp3")
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return Audio("paraphrased_text.mp3", autoplay=True)
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# Create a Gradio interface
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interface = gr.Interface(
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fn=paraphrase_text,
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inputs=[
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gr.inputs.Textbox(label="Enter text to paraphrase:"),
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gr.inputs.Dropdown(list(languages.keys()), label="Select language for paraphrasing:"),
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gr.inputs.Dropdown(list(models.keys()), label="Select model for paraphrasing:"),
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gr.inputs.Slider(minimum=1, maximum=10, default=5, label="Level of paraphrasing:"),
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gr.inputs.Checkbox(label="Generate audio output?")
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],
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outputs=gr.outputs.Textbox(label="Paraphrased text:"),
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title="Parrot - Text Paraphrasing",
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description="Enter a text to paraphrase using Parrot.",
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# Launch the interface
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interface.launch()
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# If the user has selected the "Generate audio output?" checkbox, call the speak_paraphrased_text function to generate and play the audio
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if interface.inputs[4].value:
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speak_paraphrased_text(interface.outputs.value, languages[interface.inputs[1].value])
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# Delete the generated audio file
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os.remove("paraphrased_text.mp3")
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