Update app.py
Browse files
app.py
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import io
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import re
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import gradio as gr
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import torch
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from transformers import WhisperProcessor, WhisperForConditionalGeneration
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import requests
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import librosa
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import numpy as np
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from pyannote.audio import Pipeline
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# Initialize the speaker diarization pipeline
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try:
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temp_file_path = temp_file.name
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return temp_file_path
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video_url
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import io
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import re
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import torch
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from transformers import WhisperProcessor, WhisperForConditionalGeneration
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import requests
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import librosa
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import numpy as np
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from pyannote.audio import Pipeline
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from pywebio import start_server, config, session
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from pywebio.input import input, input_group
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from pywebio.output import put_text, put_markdown, put_file
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from pywebio.session import run_js
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# Initialize the speaker diarization pipeline
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try:
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temp_file_path = temp_file.name
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return temp_file_path
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def pdf_compressor():
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put_markdown("# Video Transcription")
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video_url = input(label="Video URL")
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if video_url:
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put_text("Transcribing video...")
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transcript = transcribe_video(video_url)
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if transcript:
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put_text(transcript)
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download_link = download_transcript(transcript)
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put_file(download_link, label="Download Transcript")
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else:
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put_text("Failed to transcribe video.")
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if __name__ == '__main__':
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config(title="Video Transcription", description="Transcribe audio from a video URL using Whisper and PyAnnote")
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start_server(pdf_compressor, host='0.0.0.0', port=7860, debug=True, enable_rate_limit=True, max_payload_size='200M')
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