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| title: "English Accent Classifier!" | |
| emoji: "🎤" | |
| colorFrom: red | |
| colorTo: pink | |
| sdk: gradio | |
| sdk_version: 5.30.0 | |
| app_file: app.py | |
| pinned: false | |
| license: other | |
| short_description: Detects & classifies accents of English speakers. | |
| English Accent Classifier! | |
| How it works? | |
| 1) Takes video url or video file | |
| 2) Converts it into audio | |
| 3) Uses `whisper-tiny` to know which language is being spoken | |
| 4) If video language is english then uses speech brain's accent id classifier to show speaker accent along with confidence score. | |
| Q: What if my transformer version doesn't expose `return_language` for `whisper-tiny`? | |
| A: Then it will approximate the language by counting which language's tokens it is using the most. |