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metadata 
title: Accent Classifier
emoji: 🎤
colorFrom: red
colorTo: blue
sdk: gradio
sdk_version: 4.11.0
app_file: app.py
pinned: false

🎤 Accent Classifier

Automatically extracts audio from videos and identifies speaker accents using Hugging Face’s AI models.

📝 Description

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

Perfect for linguistic analysis, speech training, and dialect studies!

🚀 Installation & Setup

1️⃣ Install Dependencies

Run this command in your terminal:

pip install torch tensorflow transformers gradio yt-dlp moviepy requests