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?? Accent Classifier
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Automatically extracts audio from videos and identifies speaker accents using Hugging Face�s AI models.
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?? Description
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This application allows users to upload any video or paste a video URL (YouTube, Vimeo, MP4, AVI, MKV, WMV, etc.). It then: ? Downloads the video (via direct URL or streaming site) ? Extracts the audio using moviepy (supports ALL formats) ? Classifies the accent of the speaker using Hugging Face�s wav2vec2-base-superb-sid model ? Displays the accent type & confidence score
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Perfect for linguistic analysis, speech training, and dialect studies!
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?? Installation & Setup
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1?? Install Dependencies
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Run this command in your terminal:
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2?? Clone the Repository
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If using Git:pip install torch tensorflow transformers gradio yt-dlp moviepy requests
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3?? Run the App
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Start the Gradio UI:
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python app.py
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?? How to Use
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1?? Open the Gradio interface 2?? Paste a video URL (YouTube, Vimeo, MP4, AVI, etc.) 3?? Click "Submit" 4?? View the extracted accent type and confidence score
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