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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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import speech_recognition as sr
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from transformers import pipeline
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# Initialize the Hugging Face pipeline for speech-to-text
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speech_to_text = pipeline("automatic-speech-recognition", model="openai/whisper-large")
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# Function to process user input (name and email)
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def capture_user_info(audio_input):
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# Convert speech to text using Hugging Face's ASR model
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name = speech_to_text(audio_input)["text"]
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# Now, ask for the email
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email_prompt = "Please provide your email address."
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# Return the name and email prompt
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return name, email_prompt
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# Function to capture email input after the name
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def capture_email(audio_input):
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# Convert speech to text for the email
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email = speech_to_text(audio_input)["text"]
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return email
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# Define Gradio Interface
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def gradio_interface():
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with gr.Blocks() as demo:
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gr.Markdown("### Welcome to Biryani Hub")
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with gr.Column():
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gr.Markdown("#### Step 1: Tell me your name")
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audio_input_name = gr.Audio(source="microphone", type="filepath", label="Speak your name")
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name_output = gr.Textbox(label="Your Name:")
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# Step 1: Capture Name
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audio_input_name.change(capture_user_info, inputs=audio_input_name, outputs=[name_output, email_prompt_output])
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gr.Markdown("#### Step 2: Please provide your email address")
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audio_input_email = gr.Audio(source="microphone", type="filepath", label="Speak your email")
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email_output = gr.Textbox(label="Your Email:")
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# Step 2: Capture Email
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audio_input_email.change(capture_email, inputs=audio_input_email, outputs=email_output)
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return demo
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# Launch the Gradio Interface
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demo = gradio_interface()
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demo.launch(debug=True)
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