README.md

metadata

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.