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Create app.py
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app.py
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# app.py
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import gradio as gr
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from extract_text_from_pdf import PDFTextExtractor
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from generate_transcript import TranscriptProcessor
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from generate_audio import TTSGenerator
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import pickle
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import os
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# Define paths
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pdf_path = './resources/uploaded_pdf.pdf'
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clean_text_path = './resources/clean_text.txt'
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transcript_path = './resources/data.pkl'
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tts_ready_path = './resources/podcast_ready_data.pkl'
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audio_output_path = 'final_podcast_audio.mp3'
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# Combined function to perform all steps sequentially
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def process_pdf_to_podcast(pdf_file):
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# Step 1: Extract Text from PDF
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with open(pdf_path, 'wb') as f:
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f.write(pdf_file.read())
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extractor = PDFTextExtractor(pdf_path)
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clean_text_path = extractor.clean_and_save_text()
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# Display a preview of extracted text
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with open(clean_text_path, 'r', encoding='utf-8') as file:
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text_preview = file.read(500)
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# Step 2: Generate Transcript
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processor = TranscriptProcessor(clean_text_path)
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transcript_path = processor.generate_transcript()
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# Load the generated transcript for preview
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with open(transcript_path, 'rb') as f:
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transcript_preview = pickle.load(f)
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# Step 3: Rewrite Transcript for TTS
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tts_ready_path = processor.rewrite_transcript()
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# Load the rewritten transcript for preview and editing
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with open(tts_ready_path, 'rb') as f:
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tts_ready_preview = pickle.load(f)
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return (
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f"Steps 1-3 completed. Preview and adjust the rewritten transcript if needed.",
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text_preview,
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transcript_preview,
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tts_ready_preview
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)
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# Final Step: Generate Audio after optional adjustments
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def generate_audio_from_modified_text(tts_ready_text):
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# Save any modified TTS-ready transcript
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with open(tts_ready_path, 'wb') as f:
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pickle.dump(tts_ready_text, f)
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# Generate audio from the TTS-ready transcript
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tts_gen = TTSGenerator(tts_ready_path)
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audio_path = tts_gen.generate_audio()
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return f"Step 4 complete. Audio saved to {audio_path}.", audio_path
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# Gradio Interface
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with gr.Blocks() as app:
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gr.Markdown("# PDF to Podcast Conversion Application")
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# Single-click initiation of Steps 1-3
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with gr.Row():
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pdf_input = gr.File(label="Upload PDF")
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run_all_button = gr.Button("Run All Steps (1-3)")
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output_status = gr.Textbox(label="Status")
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# Step 1 Preview of Extracted Text
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extracted_text_preview = gr.Textbox(label="Extracted Text Preview (First 500 Characters)", interactive=False)
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# Step 2 Preview of Generated Transcript
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transcript_preview = gr.Textbox(label="Generated Transcript Preview", interactive=False)
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# Step 3 Editable Rewritten Transcript for TTS
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tts_ready_preview = gr.Textbox(label="Editable Rewritten Transcript for TTS", interactive=True)
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# Button for generating audio with editable transcript
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generate_audio_button = gr.Button("Generate Audio from Edited Transcript")
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final_audio_output = gr.Audio(label="Generated Podcast Audio")
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# Step 1-3 execution
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run_all_button.click(
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process_pdf_to_podcast,
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inputs=pdf_input,
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outputs=[output_status, extracted_text_preview, transcript_preview, tts_ready_preview]
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)
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# Final step: Generate Audio from modified TTS-ready transcript
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generate_audio_button.click(
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generate_audio_from_modified_text,
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inputs=tts_ready_preview,
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outputs=[output_status, final_audio_output]
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)
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app.launch()
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